diff --git a/README.rst b/README.rst
index cd875c48..e088b74f 100644
--- a/README.rst
+++ b/README.rst
@@ -51,163 +51,21 @@ Hailo Model Zoo
 The Hailo Model Zoo provides pre-trained models for high-performance deep learning applications. Using the Hailo Model Zoo you can measure the full precision accuracy of each model, the quantized accuracy using the Hailo Emulator and measure the accuracy on the Hailo-8 device. Finally, you will be able to generate the Hailo Executable Format (HEF) binary file to speed-up development and generate high quality applications accelerated with Hailo-8. The Hailo Model Zoo also provides re-training instructions to train the models on custom datasets and models that were trained for specific use-cases on internal datasets.
 
 Models
-------
+Hailo provides different pre-trained models in ONNX / TF formats and pre-compiled HEF (Hailo Executable Format) binary file to execute on the Hailo devices.
 
-| Hailo provides different pre-trained models in ONNX / TF formats and pre-compiled HEF (Hailo Executable Format) binary file to execute on the Hailo-8 device.
-| The models are divided to:
+The models are divided to:
 
+* Public models - which were trained on publicly available datasets.
 
-* | PUBLIC MODELS - which were trained on publicly available datasets.
+    * For Hailo-8 - `Classification <docs/public_models/HAILO8_Classification.rst>`_, `Object Detection <docs/public_models/HAILO8_Object_Detection.rst>`_, `Segmentation <docs/public_models/HAILO8_Semantic_Segmentation.rst>`_, `other tasks <docs/PUBLIC_MODELS.rst>`_
 
-  PUBLIC MODELS HAILO8 - Task Type
+    * For Hailo-8L - `Classification <docs/public_models/HAILO8L_Classification.rst>`_, `Object Detection <docs/public_models/HAILO8L_Object_Detection.rst>`_, `Segmentation <docs/public_models/HAILO8L_Semantic_Segmentation.rst>`_, `other tasks <docs/PUBLIC_MODELS.rst>`_
 
-     `PUBLIC MODELS_HAILO8 Classification <docs/PUBLIC_MODELS_HAILO8_Classification.rst>`_
+    * For Hailo-15H - `Classification <docs/public_models/HAILO15H_Classification.rst>`_, `Object Detection <docs/public_models/HAILO15H_Object_Detection.rst>`_, `Segmentation <docs/public_models/HAILO15H_Semantic_Segmentation.rst>`_, `other tasks <docs/PUBLIC_MODELS.rst>`_
 
-     `PUBLIC MODELS_HAILO8 Object_Detection <docs/PUBLIC_MODELS_HAILO8_Object_Detection.rst>`_
+    * For Hailo-15M - `Classification <docs/public_models/HAILO15M_Classification.rst>`_, `Object Detection <docs/public_models/HAILO15M_Object_Detection.rst>`_, `Segmentation <docs/public_models/HAILO15M_Semantic_Segmentation.rst>`_, `other tasks <docs/PUBLIC_MODELS.rst>`_
 
-     `PUBLIC MODELS_HAILO8 Semantic_Segmentation <docs/PUBLIC_MODELS_HAILO8_Semantic_Segmentation.rst>`_
 
-     `PUBLIC MODELS_HAILO8 Pose_Estimation <docs/PUBLIC_MODELS_HAILO8_Pose_Estimation.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Single_Person_Pose_Estimation <docs/PUBLIC_MODELS_HAILO8_Single_Person_Pose_Estimation.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Face_Detection <docs/PUBLIC_MODELS_HAILO8_Face_Detection.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Instance_Segmentation <docs/PUBLIC_MODELS_HAILO8_Instance_Segmentation.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Depth_Estimation <docs/PUBLIC_MODELS_HAILO8_Depth_Estimation.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Facial_Landmark_Detectio <docs/PUBLIC_MODELS_HAILO8_Facial_Landmark_Detection.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Person_Re-ID <docs/PUBLIC_MODELS_HAILO8_Person_Re-ID.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Super_Resolution <docs/PUBLIC_MODELS_HAILO8_Super_Resolution.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Face_Recognition <docs/PUBLIC_MODELS_HAILO8_Face_Recognition.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Person_Attribute <docs/PUBLIC_MODELS_HAILO8_Person_Attribute.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Face_Attribute <docs/PUBLIC_MODELS_HAILO8_Face_Attribute.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Zero-shot_Classification <docs/PUBLIC_MODELS_HAILO8_Zero-shot_Classification.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Stereo_Depth_Estimation <docs/PUBLIC_MODELS_HAILO8_Stereo_Depth_Estimation.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Low_Light_Enhancement <docs/PUBLIC_MODELS_HAILO8_Low_Light_Enhancement.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Image_Denoising <docs/PUBLIC_MODELS_HAILO8_Image_Denoising.rst>`_
-
-     `PUBLIC MODELS_HAILO8 Hand_Landmark detection <docs/PUBLIC_MODELS_HAILO8_Hand_Landmark_detection.rst>`_
-
-  PUBLIC MODELS HAILO8L - Task Type
-
-    `PUBLIC MODELS_HAILO8L Classification <docs/PUBLIC_MODELS_HAILO8L_Classification.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Object_Detection <docs/PUBLIC_MODELS_HAILO8L_Object_Detection.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Semantic_Segmentation <docs/PUBLIC_MODELS_HAILO8L_Semantic_Segmentation.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Pose_Estimation <docs/PUBLIC_MODELS_HAILO8L_Pose_Estimation.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Single_Person_Pose_Estimation <docs/PUBLIC_MODELS_HAILO8L_Single_Person_Pose_Estimation.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Face_Detection <docs/PUBLIC_MODELS_HAILO8L_Face_Detection.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Instance_Segmentation <docs/PUBLIC_MODELS_HAILO8L_Instance_Segmentation.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Depth_Estimation <docs/PUBLIC_MODELS_HAILO8L_Depth_Estimation.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Facial_Landmark_Detection <docs/PUBLIC_MODELS_HAILO8L_Facial_Landmark_Detection.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Person_Re-ID <docs/PUBLIC_MODELS_HAILO8L_Person_Re-ID.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Super_Resolution <docs/PUBLIC_MODELS_HAILO8L_Super_Resolution.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Face_Recognition <docs/PUBLIC_MODELS_HAILO8L_Face_Recognition.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Person_Attribute <docs/PUBLIC_MODELS_HAILO8L_Person_Attribute.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Face_Attribute <docs/PUBLIC_MODELS_HAILO8L_Face_Attribute.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Zero-shot_Classification <docs/PUBLIC_MODELS_HAILO8L_Zero-shot_Classification.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Low_Light_Enhancement <docs/PUBLIC_MODELS_HAILO8L_Low_Light_Enhancement.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Image_Denoising <docs/PUBLIC_MODELS_HAILO8L_Image_Denoising.rst>`_
-
-    `PUBLIC MODELS_HAILO8L Hand_Landmark detection <docs/PUBLIC_MODELS_HAILO8L_Hand_Landmark_detection.rst>`_
-
-  PUBLIC MODELS HAILO15H - Task Type
-
-    `PUBLIC MODELS_HAILO15H Classification <docs/PUBLIC_MODELS_HAILO15H_Classification.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Object_Detection <docs/PUBLIC_MODELS_HAILO15H_Object_Detection.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Semantic_Segmentation <docs/PUBLIC_MODELS_HAILO15H_Semantic_Segmentation.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Pose_Estimation <docs/PUBLIC_MODELS_HAILO15H_Pose_Estimation.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Single_Person_Pose_Estimation <docs/PUBLIC_MODELS_HAILO15H_Single_Person_Pose_Estimation.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Face_Detection <docs/PUBLIC_MODELS_HAILO15H_Face_Detection.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Instance_Segmentation <docs/PUBLIC_MODELS_HAILO15H_Instance_Segmentation.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Depth_Estimation <docs/PUBLIC_MODELS_HAILO15H_Depth_Estimation.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Facial_Landmark_Detection <docs/PUBLIC_MODELS_HAILO15H_Facial_Landmark_Detection.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Person_Re-ID <docs/PUBLIC_MODELS_HAILO15H_Person_Re-ID.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Super_Resolution <docs/PUBLIC_MODELS_HAILO15H_Super_Resolution.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Face_Recognition <docs/PUBLIC_MODELS_HAILO15H_Face_Recognition.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Person_Attribute <docs/PUBLIC_MODELS_HAILO15H_Person_Attribute.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Face_Attribute <docs/PUBLIC_MODELS_HAILO15H_Face_Attribute.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Low_Light_Enhancement <docs/PUBLIC_MODELS_HAILO15H_Low_Light_Enhancement.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Image_Denoising <docs/PUBLIC_MODELS_HAILO15H_Image_Denoising.rst>`_
-
-    `PUBLIC MODELS_HAILO15H Hand_Landmark detection <docs/PUBLIC_MODELS_HAILO15H_Hand_Landmark_detection.rst>`_
-
-  PUBLIC MODELS HAILO15M - Task Type
-
-    `PUBLIC MODELS_HAILO15M Classification <docs/PUBLIC_MODELS_HAILO15M_Classification.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Object_Detection <docs/PUBLIC_MODELS_HAILO15M_Object_Detection.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Semantic_Segmentation <docs/PUBLIC_MODELS_HAILO15M_Semantic_Segmentation.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Pose_Estimation <docs/PUBLIC_MODELS_HAILO15M_Pose_Estimation.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Single_Person_Pose_Estimation <docs/PUBLIC_MODELS_HAILO15M_Single_Person_Pose_Estimation.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Face_Detection <docs/PUBLIC_MODELS_HAILO15M_Face_Detection.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Instance_Segmentation <docs/PUBLIC_MODELS_HAILO15M_Instance_Segmentation.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Depth_Estimation <docs/PUBLIC_MODELS_HAILO15M_Depth_Estimation.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Facial_Landmark_Detection <docs/PUBLIC_MODELS_HAILO15M_Facial_Landmark_Detection.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Person_Re-ID <docs/PUBLIC_MODELS_HAILO15M_Person_Re-ID.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Super_Resolution <docs/PUBLIC_MODELS_HAILO15M_Super_Resolution.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Face_Recognition <docs/PUBLIC_MODELS_HAILO15M_Face_Recognition.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Person_Attribute <docs/PUBLIC_MODELS_HAILO15M_Person_Attribute.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Face_Attribute <docs/PUBLIC_MODELS_HAILO15M_Face_Attribute.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Low_Light_Enhancement <docs/PUBLIC_MODELS_HAILO15M_Low_Light_Enhancement.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Image_Denoising <docs/PUBLIC_MODELS_HAILO15M_Image_Denoising.rst>`_
-
-    `PUBLIC MODELS_HAILO15M Hand_Landmark detection <docs/PUBLIC_MODELS_HAILO15M_Hand_Landmark_detection.rst>`_
 
 * | `HAILO MODELS <docs/HAILO_MODELS.rst>`_ which were trained in-house for specific use-cases on internal datasets.
   | Each Hailo Model is accompanied with retraining instructions.
diff --git a/docs/PUBLIC_MODELS.rst b/docs/PUBLIC_MODELS.rst
new file mode 100644
index 00000000..fc850264
--- /dev/null
+++ b/docs/PUBLIC_MODELS.rst
@@ -0,0 +1,106 @@
+Hailo provides different pre-trained models in ONNX / TF formats and pre-compiled HEF (Hailo Executable Format) binary file to execute on the Hailo devices.
+
+.. list-table::
+   :widths: 31 9 7 11 9
+   :header-rows: 1
+
+   * - Task Type
+     - Hailo-8
+     - Hailo-8L
+     - Hailo-15H
+     - Hailo-15M
+   * - Classification
+     - `Link <public_models/HAILO8_Classification.rst>`_
+     - `Link <public_models/HAILO8L_Classification.rst>`_
+     - `Link <public_models/HAILO15H_Classification.rst>`_
+     - `Link <public_models/HAILO15M_Classification.rst>`_
+   * - Object Detection
+     - `Link <public_models/HAILO8_Object_Detection.rst>`_
+     - `Link <public_models/HAILO8L_Object_Detection.rst>`_
+     - `Link <public_models/HAILO15H_Object_Detection.rst>`_
+     - `Link <public_models/HAILO15M_Object_Detection.rst>`_
+   * - Semantic Segmentation
+     - `Link <public_models/HAILO8_Semantic_Segmentation.rst>`_
+     - `Link <public_models/HAILO8L_Semantic_Segmentation.rst>`_
+     - `Link <public_models/HAILO15H_Semantic_Segmentation.rst>`_
+     - `Link <public_models/HAILO15M_Semantic_Segmentation.rst>`_
+   * - Pose Estimation
+     - `Link <public_models/HAILO8_Pose_Estimation.rst>`_
+     - `Link <public_models/HAILO8L_Pose_Estimation.rst>`_
+     - `Link <public_models/HAILO15H_Pose_Estimation.rst>`_
+     - `Link <public_models/HAILO15M_Pose_Estimation.rst>`_
+   * - Single Person Pose Estimation
+     - `Link <public_models/HAILO8_Single_Person_Pose_Estimation.rst>`_
+     - `Link <public_models/HAILO8L_Single_Person_Pose_Estimation.rst>`_
+     - `Link <public_models/HAILO15H_Single_Person_Pose_Estimation.rst>`_
+     - `Link <public_models/HAILO15M_Single_Person_Pose_Estimation.rst>`_
+   * - Face Detection
+     - `Link <public_models/HAILO8_Face_Detection.rst>`_
+     - `Link <public_models/HAILO8L_Face_Detection.rst>`_
+     - `Link <public_models/HAILO15H_Face_Detection.rst>`_
+     - `Link <public_models/HAILO15M_Face_Detection.rst>`_
+   * - Instance Segmentation
+     - `Link <public_models/HAILO8_Instance_Segmentation.rst>`_
+     - `Link <public_models/HAILO8L_Instance_Segmentation.rst>`_
+     - `Link <public_models/HAILO15H_Instance_Segmentation.rst>`_
+     - `Link <public_models/HAILO15M_Instance_Segmentation.rst>`_
+   * - Depth Estimation
+     - `Link <public_models/HAILO8_Depth_Estimation.rst>`_
+     - `Link <public_models/HAILO8L_Depth_Estimation.rst>`_
+     - `Link <public_models/HAILO15H_Depth_Estimation.rst>`_
+     - `Link <public_models/HAILO15M_Depth_Estimation.rst>`_
+   * - Facial Landmark Detection
+     - `Link <public_models/HAILO8_Facial_Landmark_Detection.rst>`_
+     - `Link <public_models/HAILO8L_Facial_Landmark_Detection.rst>`_
+     - `Link <public_models/HAILO15H_Facial_Landmark_Detection.rst>`_
+     - `Link <public_models/HAILO15M_Facial_Landmark_Detection.rst>`_
+   * - Person Re-ID
+     - `Link <public_models/HAILO8_Person_Re_ID.rst>`_
+     - `Link <public_models/HAILO8L_Person_Re_ID.rst>`_
+     - `Link <public_models/HAILO15H_Person_Re_ID.rst>`_
+     - `Link <public_models/HAILO15M_Person_Re_ID.rst>`_
+   * - Super Resolution
+     - `Link <public_models/HAILO8_Super_Resolution.rst>`_
+     - `Link <public_models/HAILO8L_Super_Resolution.rst>`_
+     - `Link <public_models/HAILO15H_Super_Resolution.rst>`_
+     - `Link <public_models/HAILO15M_Super_Resolution.rst>`_
+   * - Face Recognition
+     - `Link <public_models/HAILO8_Face_Recognition.rst>`_
+     - `Link <public_models/HAILO8L_Face_Recognition.rst>`_
+     - `Link <public_models/HAILO15H_Face_Recognition.rst>`_
+     - `Link <public_models/HAILO15M_Face_Recognition.rst>`_
+   * - Person Attribute
+     - `Link <public_models/HAILO8_Person_Attribute.rst>`_
+     - `Link <public_models/HAILO8L_Person_Attribute.rst>`_
+     - `Link <public_models/HAILO15H_Person_Attribute.rst>`_
+     - `Link <public_models/HAILO15M_Person_Attribute.rst>`_
+   * - Face Attribute
+     - `Link <public_models/HAILO8_Face_Attribute.rst>`_
+     - `Link <public_models/HAILO8L_Face_Attribute.rst>`_
+     - `Link <public_models/HAILO15H_Face_Attribute.rst>`_
+     - `Link <public_models/HAILO15M_Face_Attribute.rst>`_
+   * - Zero-shot Classification
+     - `Link <public_models/HAILO8_Zero_shot_Classification.rst>`_
+     - `Link <public_models/HAILO8L_Zero_shot_Classification.rst>`_
+     - NA
+     - NA
+   * - Stereo Depth Estimation
+     - `Link <public_models/HAILO8_Stereo_Depth_Estimation.rst>`_
+     - NA
+     - NA
+     - NA
+   * - Low Light Enhancement
+     - `Link <public_models/HAILO8_Low_Light_Enhancement.rst>`_
+     - `Link <public_models/HAILO8L_Low_Light_Enhancement.rst>`_
+     - `Link <public_models/HAILO15H_Low_Light_Enhancement.rst>`_
+     - `Link <public_models/HAILO15M_Low_Light_Enhancement.rst>`_
+   * - Image Denoising
+     - `Link <public_models/HAILO8_Image_Denoising.rst>`_
+     - `Link <public_models/HAILO8L_Image_Denoising.rst>`_
+     - `Link <public_models/HAILO15H_Image_Denoising.rst>`_
+     - `Link <public_models/HAILO15M_Image_Denoising.rst>`_
+   * - Hand Landmark detection
+     - `Link <public_models/HAILO8_Hand_Landmark_detection.rst>`_
+     - `Link <public_models/HAILO8L_Hand_Landmark_detection.rst>`_
+     - `Link <public_models/HAILO15H_Hand_Landmark_detection.rst>`_
+     - `Link <public_models/HAILO15M_Hand_Landmark_detection.rst>`_
diff --git a/docs/PUBLIC_MODELS_HAILO15H.rst b/docs/PUBLIC_MODELS_HAILO15H.rst
deleted file mode 100644
index caebff23..00000000
--- a/docs/PUBLIC_MODELS_HAILO15H.rst
+++ /dev/null
@@ -1,1703 +0,0 @@
-
-Public Pre-Trained Models
-=========================
-
-.. |rocket| image:: images/rocket.png
-  :width: 18
-
-.. |star| image:: images/star.png
-  :width: 18
-
-Here, we give the full list of publicly pre-trained models supported by the Hailo Model Zoo.
-
-* Network available in `Hailo Benchmark <https://hailo.ai/developer-zone/benchmarks/>`_ are marked with |rocket|
-* Networks available in `TAPPAS <https://hailo.ai/developer-zone/tappas-apps-toolkit/>`_ are marked with |star|
-* Benchmark, TAPPAS and Recommended networks run in performance mode
-* All models were compiled using Hailo Dataflow Compiler v3.26.0
-* Supported tasks:
-
-  * `Classification`_
-  * `Object Detection`_
-  * `Semantic Segmentation`_
-  * `Pose Estimation`_
-  * `Single Person Pose Estimation`_
-  * `Face Detection`_
-  * `Instance Segmentation`_
-  * `Depth Estimation`_
-  * `Facial Landmark Detection`_
-  * `Person Re-ID`_
-  * `Super Resolution`_
-  * `Face Recognition`_
-  * `Person Attribute`_
-  * `Face Attribute`_
-  * `Low Light Enhancement`_
-  * `Image Denoising`_
-  * `Hand Landmark detection`_
-
-
-.. _Classification:
-
-Classification
---------------
-
-ImageNet
-^^^^^^^^
-
-.. list-table::
-   :widths: 31 9 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Accuracy (top1)
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - efficientnet_l
-     - 80.46
-     - 79.36
-     - 300x300x3
-     - 10.55
-     - 19.4
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_l/pretrained/2023-07-18/efficientnet_l.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/efficientnet_l.hef>`_
-     - 84.6289
-     - 166.522
-   * - efficientnet_lite4
-     - 80.79
-     - 79.99
-     - 300x300x3
-     - 12.95
-     - 5.10
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_lite4/pretrained/2023-07-18/efficientnet_lite4.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/efficientnet_lite4.hef>`_
-     - 98.9888
-     - 250.144
-   * - efficientnet_m |rocket|
-     - 78.91
-     - 78.63
-     - 240x240x3
-     - 6.87
-     - 7.32
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_m/pretrained/2023-07-18/efficientnet_m.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/efficientnet_m.hef>`_
-     - 175.255
-     - 432.658
-   * - hardnet39ds
-     - 73.43
-     - 72.92
-     - 224x224x3
-     - 3.48
-     - 0.86
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/hardnet39ds/pretrained/2021-07-20/hardnet39ds.zip>`_
-     - `link <https://github.com/PingoLH/Pytorch-HarDNet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/hardnet39ds.hef>`_
-     - 356.246
-     - 1172.24
-   * - hardnet68
-     - 75.47
-     - 75.04
-     - 224x224x3
-     - 17.56
-     - 8.5
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/hardnet68/pretrained/2021-07-20/hardnet68.zip>`_
-     - `link <https://github.com/PingoLH/Pytorch-HarDNet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/hardnet68.hef>`_
-     - 151.079
-     - 366.497
-   * - inception_v1
-     - 69.74
-     - 69.54
-     - 224x224x3
-     - 6.62
-     - 3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/inception_v1/pretrained/2023-07-18/inception_v1.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/inception_v1.hef>`_
-     - 349.062
-     - 844.278
-   * - mobilenet_v1
-     - 70.97
-     - 70.26
-     - 224x224x3
-     - 4.22
-     - 1.14
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v1/pretrained/2023-07-18/mobilenet_v1.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/mobilenet_v1.hef>`_
-     - 2875.15
-     - 2875.15
-   * - mobilenet_v2_1.0 |rocket|
-     - 71.78
-     - 71.0
-     - 224x224x3
-     - 3.49
-     - 0.62
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v2_1.0/pretrained/2021-07-11/mobilenet_v2_1.0.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/mobilenet_v2_1.0.hef>`_
-     - 1149.92
-     - 1149.92
-   * - mobilenet_v2_1.4
-     - 74.18
-     - 73.18
-     - 224x224x3
-     - 6.09
-     - 1.18
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v2_1.4/pretrained/2021-07-11/mobilenet_v2_1.4.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/mobilenet_v2_1.4.hef>`_
-     - 580.225
-     - 580.225
-   * - mobilenet_v3
-     - 72.21
-     - 71.73
-     - 224x224x3
-     - 4.07
-     - 2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v3/pretrained/2023-07-18/mobilenet_v3.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/mobilenet_v3.hef>`_
-     - 378.245
-     - 1207.87
-   * - mobilenet_v3_large_minimalistic
-     - 72.11
-     - 70.96
-     - 224x224x3
-     - 3.91
-     - 0.42
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v3_large_minimalistic/pretrained/2021-07-11/mobilenet_v3_large_minimalistic.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/mobilenet_v3_large_minimalistic.hef>`_
-     - 2598.06
-     - 2598.06
-   * - regnetx_1.6gf
-     - 77.05
-     - 76.75
-     - 224x224x3
-     - 9.17
-     - 3.22
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/regnetx_1.6gf/pretrained/2021-07-11/regnetx_1.6gf.zip>`_
-     - `link <https://github.com/facebookresearch/pycls>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/regnetx_1.6gf.hef>`_
-     - 370.973
-     - 1124.24
-   * - regnetx_800mf
-     - 75.16
-     - 74.84
-     - 224x224x3
-     - 7.24
-     - 1.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/regnetx_800mf/pretrained/2021-07-11/regnetx_800mf.zip>`_
-     - `link <https://github.com/facebookresearch/pycls>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/regnetx_800mf.hef>`_
-     - 2558.81
-     - 2558.81
-   * - repvgg_a1
-     - 74.4
-     - 72.4
-     - 224x224x3
-     - 12.79
-     - 4.7
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/repvgg/repvgg_a1/pretrained/2022-10-02/RepVGG-A1.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/repvgg_a1.hef>`_
-     - 1783.68
-     - 1783.68
-   * - repvgg_a2
-     - 76.52
-     - 74.52
-     - 224x224x3
-     - 25.5
-     - 10.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/repvgg/repvgg_a2/pretrained/2022-10-02/RepVGG-A2.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/repvgg_a2.hef>`_
-     - 245.973
-     - 522.845
-   * - resmlp12_relu
-     - 75.26
-     - 74.32
-     - 224x224x3
-     - 15.77
-     - 6.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resmlp12_relu/pretrained/2022-03-03/resmlp12_relu.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models/>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/resmlp12_relu.hef>`_
-     - 85.1754
-     - 304.697
-   * - resnet_v1_18
-     - 71.26
-     - 71.06
-     - 224x224x3
-     - 11.68
-     - 3.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnet_v1_18/pretrained/2022-04-19/resnet_v1_18.zip>`_
-     - `link <https://github.com/yhhhli/BRECQ>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/resnet_v1_18.hef>`_
-     - 1944.85
-     - 1944.85
-   * - resnet_v1_34
-     - 72.7
-     - 72.14
-     - 224x224x3
-     - 21.79
-     - 7.34
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnet_v1_34/pretrained/2021-07-11/resnet_v1_34.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/resnet_v1_34.hef>`_
-     - 251.433
-     - 658.841
-   * - resnet_v1_50 |rocket| |star|
-     - 75.12
-     - 74.47
-     - 224x224x3
-     - 25.53
-     - 6.98
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnet_v1_50/pretrained/2021-07-11/resnet_v1_50.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/resnet_v1_50.hef>`_
-     - 248.98
-     - 817.34
-   * - resnext26_32x4d
-     - 76.18
-     - 75.78
-     - 224x224x3
-     - 15.37
-     - 4.96
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnext26_32x4d/pretrained/2023-09-18/resnext26_32x4d.zip>`_
-     - `link <https://github.com/osmr/imgclsmob/tree/master/pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/resnext26_32x4d.hef>`_
-     - 352.687
-     - 821.714
-   * - resnext50_32x4d
-     - 79.31
-     - 78.21
-     - 224x224x3
-     - 24.99
-     - 8.48
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnext50_32x4d/pretrained/2023-07-18/resnext50_32x4d.zip>`_
-     - `link <https://github.com/osmr/imgclsmob/tree/master/pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/resnext50_32x4d.hef>`_
-     - 192.253
-     - 480.675
-   * - squeezenet_v1.1
-     - 59.85
-     - 59.4
-     - 224x224x3
-     - 1.24
-     - 0.78
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/squeezenet_v1.1/pretrained/2023-07-18/squeezenet_v1.1.zip>`_
-     - `link <https://github.com/osmr/imgclsmob/tree/master/pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/squeezenet_v1.1.hef>`_
-     - 3327.82
-     - 3327.82
-   * - vit_base_bn
-     - 79.98
-     - 78.58
-     - 224x224x3
-     - 86.5
-     - 34.25
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/vit_base/pretrained/2023-01-25/vit_base.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/vit_base_bn.hef>`_
-     - 52.905
-     - 148.347
-   * - vit_small_bn
-     - 78.12
-     - 77.02
-     - 224x224x3
-     - 21.12
-     - 8.62
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/vit_small/pretrained/2022-08-08/vit_small.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/vit_small_bn.hef>`_
-     - 115.172
-     - 418.135
-   * - vit_tiny_bn
-     - 68.95
-     - 66.75
-     - 224x224x3
-     - 5.73
-     - 2.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/vit_tiny/pretrained/2023-08-29/vit_tiny_bn.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/vit_tiny_bn.hef>`_
-     - 195.616
-     - 801.37
-
-.. _Object Detection:
-
-Object Detection
-----------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 33 8 7 12 8 8 8 7 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - centernet_resnet_v1_18_postprocess
-     - 26.3
-     - 23.31
-     - 512x512x3
-     - 14.22
-     - 31.21
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/centernet/centernet_resnet_v1_18/pretrained/2023-07-18/centernet_resnet_v1_18.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/centernet_resnet_v1_18_postprocess.hef>`_
-     - 121.699
-     - 199.138
-   * - centernet_resnet_v1_50_postprocess
-     - 31.78
-     - 29.23
-     - 512x512x3
-     - 30.07
-     - 56.92
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/centernet/centernet_resnet_v1_50_postprocess/pretrained/2023-07-18/centernet_resnet_v1_50_postprocess.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/centernet_resnet_v1_50_postprocess.hef>`_
-     - 80.3504
-     - 124.306
-   * - damoyolo_tinynasL20_T
-     - 42.8
-     - 41.7
-     - 640x640x3
-     - 11.35
-     - 18.02
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/damoyolo_tinynasL20_T/pretrained/2022-12-19/damoyolo_tinynasL20_T.zip>`_
-     - `link <https://github.com/tinyvision/DAMO-YOLO>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/damoyolo_tinynasL20_T.hef>`_
-     - 142.061
-     - 283.447
-   * - damoyolo_tinynasL25_S
-     - 46.53
-     - 46.04
-     - 640x640x3
-     - 16.25
-     - 37.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/damoyolo_tinynasL25_S/pretrained/2022-12-19/damoyolo_tinynasL25_S.zip>`_
-     - `link <https://github.com/tinyvision/DAMO-YOLO>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/damoyolo_tinynasL25_S.hef>`_
-     - 82.9805
-     - 150.72
-   * - damoyolo_tinynasL35_M
-     - 49.7
-     - 47.9
-     - 640x640x3
-     - 33.98
-     - 61.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/damoyolo_tinynasL35_M/pretrained/2022-12-19/damoyolo_tinynasL35_M.zip>`_
-     - `link <https://github.com/tinyvision/DAMO-YOLO>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/damoyolo_tinynasL35_M.hef>`_
-     - 56.0805
-     - 104.66
-   * - detr_resnet_v1_18_bn
-     - 33.91
-     - 30.36
-     - 800x800x3
-     - 32.42
-     - 58.97
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/detr/detr_r18/detr_resnet_v1_18/2022-09-18/detr_resnet_v1_18_bn.zip>`_
-     - `link <https://github.com/facebookresearch/detr>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/detr_resnet_v1_18_bn.hef>`_
-     - 23.815
-     - 46.5381
-   * - nanodet_repvgg  |star|
-     - 29.3
-     - 28.53
-     - 416x416x3
-     - 6.74
-     - 11.28
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/nanodet/nanodet_repvgg/pretrained/2022-02-07/nanodet.zip>`_
-     - `link <https://github.com/RangiLyu/nanodet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/nanodet_repvgg.hef>`_
-     - 738.252
-     - 738.252
-   * - nanodet_repvgg_a12
-     - 33.73
-     - 31.33
-     - 640x640x3
-     - 5.13
-     - 28.23
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/nanodet/nanodet_repvgg_a12/pretrained/2023-05-31/nanodet_repvgg_a12_640x640.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/nanodet_repvgg_a12.hef>`_
-     - 156.324
-     - 255.834
-   * - nanodet_repvgg_a1_640
-     - 33.28
-     - 32.88
-     - 640x640x3
-     - 10.79
-     - 42.8
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/nanodet/nanodet_repvgg_a1_640/pretrained/2022-07-19/nanodet_repvgg_a1_640.zip>`_
-     - `link <https://github.com/RangiLyu/nanodet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/nanodet_repvgg_a1_640.hef>`_
-     - 197.231
-     - 197.231
-   * - ssd_mobilenet_v1 |rocket| |star|
-     - 23.19
-     - 22.29
-     - 300x300x3
-     - 6.79
-     - 2.5
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/ssd/ssd_mobilenet_v1/pretrained/2023-07-18/ssd_mobilenet_v1.zip>`_
-     - `link <https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/ssd_mobilenet_v1.hef>`_
-     - 1123.47
-     - 1123.62
-   * - ssd_mobilenet_v2
-     - 24.15
-     - 22.94
-     - 300x300x3
-     - 4.46
-     - 1.52
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/ssd/ssd_mobilenet_v2/pretrained/2023-03-16/ssd_mobilenet_v2.zip>`_
-     - `link <https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/ssd_mobilenet_v2.hef>`_
-     - 180.893
-     - 372.195
-   * - tiny_yolov3
-     - 14.66
-     - 14.41
-     - 416x416x3
-     - 8.85
-     - 5.58
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/tiny_yolov3/pretrained/2021-07-11/tiny_yolov3.zip>`_
-     - `link <https://github.com/Tianxiaomo/pytorch-YOLOv4>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/tiny_yolov3.hef>`_
-     - 1046.5
-     - 1046.5
-   * - tiny_yolov4
-     - 19.18
-     - 17.73
-     - 416x416x3
-     - 6.05
-     - 6.92
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/tiny_yolov4/pretrained/2023-07-18/tiny_yolov4.zip>`_
-     - `link <https://github.com/Tianxiaomo/pytorch-YOLOv4>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/tiny_yolov4.hef>`_
-     - 907.697
-     - 907.697
-   * - yolov3  |star|
-     - 38.42
-     - 38.37
-     - 608x608x3
-     - 68.79
-     - 158.10
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3/pretrained/2021-08-16/yolov3.zip>`_
-     - `link <https://github.com/AlexeyAB/darknet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov3.hef>`_
-     - 33.9913
-     - 45.0514
-   * - yolov3_416
-     - 37.73
-     - 37.53
-     - 416x416x3
-     - 61.92
-     - 65.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3_416/pretrained/2021-08-16/yolov3_416.zip>`_
-     - `link <https://github.com/AlexeyAB/darknet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov3_416.hef>`_
-     - 50.8084
-     - 79.9575
-   * - yolov3_gluon |rocket| |star|
-     - 37.28
-     - 35.64
-     - 608x608x3
-     - 68.79
-     - 158.1
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3_gluon/pretrained/2023-07-18/yolov3_gluon.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov3_gluon.hef>`_
-     - 33.2606
-     - 45.0436
-   * - yolov3_gluon_416  |star|
-     - 36.27
-     - 34.92
-     - 416x416x3
-     - 61.92
-     - 65.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3_gluon_416/pretrained/2023-07-18/yolov3_gluon_416.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov3_gluon_416.hef>`_
-     - 60.0707
-     - 114.062
-   * - yolov4_leaky  |star|
-     - 42.37
-     - 41.08
-     - 512x512x3
-     - 64.33
-     - 91.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov4/pretrained/2022-03-17/yolov4.zip>`_
-     - `link <https://github.com/AlexeyAB/darknet/wiki/YOLOv4-model-zoo>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov4_leaky.hef>`_
-     - 44.5305
-     - 68.2979
-   * - yolov5m
-     - 42.59
-     - 41.19
-     - 640x640x3
-     - 21.78
-     - 52.17
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m_spp/pretrained/2023-04-25/yolov5m.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov5m.hef>`_
-     - 76.0775
-     - 123.094
-   * - yolov5m6_6.1
-     - 50.67
-     - 48.97
-     - 1280x1280x3
-     - 35.70
-     - 200.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m6_6.1/pretrained/2023-04-25/yolov5m6.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v6.1>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov5m6_6.1.hef>`_
-     - 24.7172
-     - 32.6838
-   * - yolov5m_6.1
-     - 44.8
-     - 43.36
-     - 640x640x3
-     - 21.17
-     - 48.96
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m_6.1/pretrained/2023-04-25/yolov5m_6.1.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v6.1>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov5m_6.1.hef>`_
-     - 78.6189
-     - 125.754
-   * - yolov5m_wo_spp |rocket|
-     - 43.06
-     - 40.76
-     - 640x640x3
-     - 22.67
-     - 52.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m/pretrained/2023-04-25/yolov5m_wo_spp.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov5m_wo_spp_60p.hef>`_
-     - 90.4388
-     - 147.557
-   * - yolov5s  |star|
-     - 35.33
-     - 33.98
-     - 640x640x3
-     - 7.46
-     - 17.44
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5s_spp/pretrained/2023-04-25/yolov5s.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov5s.hef>`_
-     - 158.054
-     - 275.213
-   * - yolov5s_c3tr
-     - 37.13
-     - 35.63
-     - 640x640x3
-     - 10.29
-     - 17.02
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5s_c3tr/pretrained/2023-04-25/yolov5s_c3tr.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/tree/v6.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov5s_c3tr.hef>`_
-     - 126.247
-     - 253.666
-   * - yolov5xs_wo_spp
-     - 33.18
-     - 32.2
-     - 512x512x3
-     - 7.85
-     - 11.36
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5xs/pretrained/2023-04-25/yolov5xs.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov5xs_wo_spp.hef>`_
-     - 239.945
-     - 475.362
-   * - yolov5xs_wo_spp_nms_core
-     - 32.57
-     - 31.06
-     - 512x512x3
-     - 7.85
-     - 11.36
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5xs/pretrained/2022-05-10/yolov5xs_wo_spp_nms.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov5xs_wo_spp_nms_core.hef>`_
-     - 239.95
-     - 239.95
-   * - yolov6n
-     - 34.28
-     - 32.18
-     - 640x640x3
-     - 4.32
-     - 11.12
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov6n/pretrained/2023-05-31/yolov6n.zip>`_
-     - `link <https://github.com/meituan/YOLOv6/releases/tag/0.1.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov6n.hef>`_
-     - 228.947
-     - 452.785
-   * - yolov6n_0.2.1
-     - 35.16
-     - 33.66
-     - 640x640x3
-     - 4.33
-     - 11.06
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov6n_0.2.1/pretrained/2023-04-17/yolov6n_0.2.1.zip>`_
-     - `link <https://github.com/meituan/YOLOv6/releases/tag/0.2.1>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov6n_0.2.1.hef>`_
-     - 242.407
-     - 505.88
-   * - yolov7
-     - 50.59
-     - 47.89
-     - 640x640x3
-     - 36.91
-     - 104.51
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov7/pretrained/2023-04-25/yolov7.zip>`_
-     - `link <https://github.com/WongKinYiu/yolov7>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov7.hef>`_
-     - 43.2622
-     - 62.5084
-   * - yolov7_tiny
-     - 37.07
-     - 35.97
-     - 640x640x3
-     - 6.22
-     - 13.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov7_tiny/pretrained/2023-04-25/yolov7_tiny.zip>`_
-     - `link <https://github.com/WongKinYiu/yolov7>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov7_tiny.hef>`_
-     - 170.697
-     - 296.923
-   * - yolov7e6
-     - 55.37
-     - 53.47
-     - 1280x1280x3
-     - 97.20
-     - 515.12
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov7e6/pretrained/2023-04-25/yolov7-e6.zip>`_
-     - `link <https://github.com/WongKinYiu/yolov7>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov7e6.hef>`_
-     - 9.17825
-     - 9.17825
-   * - yolov8l
-     - 52.44
-     - 51.78
-     - 640x640x3
-     - 43.7
-     - 165.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8l/2023-02-02/yolov8l.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov8l.hef>`_
-     - 26.9025
-     - 39.9644
-   * - yolov8m
-     - 49.91
-     - 49.11
-     - 640x640x3
-     - 25.9
-     - 78.93
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8m/2023-02-02/yolov8m.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov8m.hef>`_
-     - 53.0796
-     - 87.9441
-   * - yolov8n
-     - 37.02
-     - 36.32
-     - 640x640x3
-     - 3.2
-     - 8.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8n/2023-01-30/yolov8n.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov8n.hef>`_
-     - 215.045
-     - 452.741
-   * - yolov8s
-     - 44.58
-     - 43.98
-     - 640x640x3
-     - 11.2
-     - 28.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8s/2023-02-02/yolov8s.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov8s.hef>`_
-     - 113.704
-     - 202.772
-   * - yolov8x
-     - 53.45
-     - 52.75
-     - 640x640x3
-     - 68.2
-     - 258
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8x/2023-02-02/yolov8x.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov8x.hef>`_
-     - 18.5412
-     - 25.4315
-   * - yolox_l_leaky  |star|
-     - 48.69
-     - 46.71
-     - 640x640x3
-     - 54.17
-     - 155.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox_l_leaky/pretrained/2023-05-31/yolox_l_leaky.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolox_l_leaky.hef>`_
-     - 29.9008
-     - 42.1534
-   * - yolox_s_leaky
-     - 38.12
-     - 37.27
-     - 640x640x3
-     - 8.96
-     - 26.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox_s_leaky/pretrained/2023-05-31/yolox_s_leaky.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolox_s_leaky.hef>`_
-     - 127.238
-     - 207.861
-   * - yolox_s_wide_leaky
-     - 42.4
-     - 40.97
-     - 640x640x3
-     - 20.12
-     - 59.46
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox_s_wide_leaky/pretrained/2023-05-31/yolox_s_wide_leaky.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolox_s_wide_leaky.hef>`_
-     - 77.0694
-     - 111.198
-   * - yolox_tiny
-     - 32.64
-     - 31.39
-     - 416x416x3
-     - 5.05
-     - 6.44
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox/yolox_tiny/pretrained/2023-05-31/yolox_tiny.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolox_tiny.hef>`_
-     - 257.942
-     - 564.028
-
-VisDrone
-^^^^^^^^
-
-.. list-table::
-   :widths: 31 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - ssd_mobilenet_v1_visdrone  |star|
-     - 2.37
-     - 2.22
-     - 300x300x3
-     - 5.64
-     - 2.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-Visdrone/ssd/ssd_mobilenet_v1_visdrone/pretrained/2023-07-18/ssd_mobilenet_v1_visdrone.zip>`_
-     - `link <https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/ssd_mobilenet_v1_visdrone.hef>`_
-     - 319.08
-     - 814.14
-
-.. _Semantic Segmentation:
-
-Semantic Segmentation
----------------------
-
-Cityscapes
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 31 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mIoU
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - fcn8_resnet_v1_18  |star|
-     - 69.41
-     - 69.21
-     - 1024x1920x3
-     - 11.20
-     - 142.82
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Cityscapes/fcn8_resnet_v1_18/pretrained/2023-06-22/fcn8_resnet_v1_18.zip>`_
-     - `link <https://mmsegmentation.readthedocs.io/en/latest>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/fcn8_resnet_v1_18.hef>`_
-     - 24.8146
-     - 28.8987
-   * - stdc1 |rocket|
-     - 74.57
-     - 73.92
-     - 1024x1920x3
-     - 8.27
-     - 126.47
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Cityscapes/stdc1/pretrained/2023-06-12/stdc1.zip>`_
-     - `link <https://mmsegmentation.readthedocs.io/en/latest>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/stdc1.hef>`_
-     - 13.63
-     - 26.89
-
-Oxford-IIIT Pet
-^^^^^^^^^^^^^^^
-
-.. list-table::
-   :widths: 31 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mIoU
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - unet_mobilenet_v2
-     - 77.32
-     - 77.02
-     - 256x256x3
-     - 10.08
-     - 28.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Oxford_Pet/unet_mobilenet_v2/pretrained/2022-02-03/unet_mobilenet_v2.zip>`_
-     - `link <https://www.tensorflow.org/tutorials/images/segmentation>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/unet_mobilenet_v2.hef>`_
-     - 206.162
-     - 390.466
-
-Pascal VOC
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 36 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mIoU
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - deeplab_v3_mobilenet_v2
-     - 76.05
-     - 74.8
-     - 513x513x3
-     - 2.10
-     - 17.65
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Pascal/deeplab_v3_mobilenet_v2_dilation/pretrained/2023-08-22/deeplab_v3_mobilenet_v2_dilation.zip>`_
-     - `link <https://github.com/bonlime/keras-deeplab-v3-plus>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/deeplab_v3_mobilenet_v2.hef>`_
-     - 61.0695
-     - 94.4568
-   * - deeplab_v3_mobilenet_v2_wo_dilation
-     - 71.46
-     - 71.26
-     - 513x513x3
-     - 2.10
-     - 3.21
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Pascal/deeplab_v3_mobilenet_v2/pretrained/2021-08-12/deeplab_v3_mobilenet_v2.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/deeplab>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/deeplab_v3_mobilenet_v2_wo_dilation.hef>`_
-     - 97.4441
-     - 189.921
-
-.. _Pose Estimation:
-
-Pose Estimation
----------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 24 8 9 18 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - AP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - centerpose_regnetx_1.6gf_fpn  |star|
-     - 53.54
-     - 52.84
-     - 640x640x3
-     - 14.28
-     - 64.58
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PoseEstimation/centerpose_regnetx_1.6gf_fpn/pretrained/2022-03-23/centerpose_regnetx_1.6gf_fpn.zip>`_
-     - `link <https://github.com/tensorboy/centerpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/centerpose_regnetx_1.6gf_fpn.hef>`_
-     - 61.9846
-     - 94.4347
-   * - centerpose_regnetx_800mf
-     - 44.07
-     - 42.97
-     - 512x512x3
-     - 12.31
-     - 86.12
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PoseEstimation/centerpose_regnetx_800mf/pretrained/2021-07-11/centerpose_regnetx_800mf.zip>`_
-     - `link <https://github.com/tensorboy/centerpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/centerpose_regnetx_800mf.hef>`_
-     - 82.4346
-     - 120.143
-   * - centerpose_repvgg_a0  |star|
-     - 39.17
-     - 37.17
-     - 416x416x3
-     - 11.71
-     - 28.27
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PoseEstimation/centerpose_repvgg_a0/pretrained/2021-09-26/centerpose_repvgg_a0.zip>`_
-     - `link <https://github.com/tensorboy/centerpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/centerpose_repvgg_a0.hef>`_
-     - 137.609
-     - 242.58
-
-.. _Single Person Pose Estimation:
-
-Single Person Pose Estimation
------------------------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 24 8 9 18 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - AP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - mspn_regnetx_800mf  |star|
-     - 70.8
-     - 70.3
-     - 256x192x3
-     - 7.17
-     - 2.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/mspn_regnetx_800mf/pretrained/2022-07-12/mspn_regnetx_800mf.zip>`_
-     - `link <https://github.com/open-mmlab/mmpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/mspn_regnetx_800mf.hef>`_
-     - 313.703
-     - 789.441
-   * - vit_pose_small
-     - 74.16
-     - 71.6
-     - 256x192x3
-     - 24.29
-     - 17.17
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/vit/vit_pose_small/pretrained/2023-11-14/vit_pose_small.zip>`_
-     - `link <https://github.com/ViTAE-Transformer/ViTPose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/vit_pose_small.hef>`_
-     - 31.9975
-     - 135.983
-   * - vit_pose_small_bn
-     - 72.01
-     - 70.81
-     - 256x192x3
-     - 24.32
-     - 17.17
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/vit/vit_pose_small_bn/pretrained/2023-07-20/vit_pose_small_bn.zip>`_
-     - `link <https://github.com/ViTAE-Transformer/ViTPose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/vit_pose_small_bn.hef>`_
-     - 92.4463
-     - 298.863
-
-.. _Face Detection:
-
-Face Detection
---------------
-
-WiderFace
-^^^^^^^^^
-
-.. list-table::
-   :widths: 24 7 12 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - lightface_slim  |star|
-     - 39.7
-     - 39.22
-     - 240x320x3
-     - 0.26
-     - 0.16
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/lightface_slim/2021-07-18/lightface_slim.zip>`_
-     - `link <https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/lightface_slim.hef>`_
-     - 3968.94
-     - 3968.94
-   * - retinaface_mobilenet_v1  |star|
-     - 81.27
-     - 81.17
-     - 736x1280x3
-     - 3.49
-     - 25.14
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/retinaface_mobilenet_v1_hd/2023-07-18/retinaface_mobilenet_v1_hd.zip>`_
-     - `link <https://github.com/biubug6/Pytorch_Retinaface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/retinaface_mobilenet_v1.hef>`_
-     - 73.4203
-     - 104.099
-   * - scrfd_10g
-     - 82.13
-     - 82.03
-     - 640x640x3
-     - 4.23
-     - 26.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/scrfd/scrfd_10g/pretrained/2022-09-07/scrfd_10g.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/scrfd_10g.hef>`_
-     - 128.785
-     - 215.146
-   * - scrfd_2.5g
-     - 76.59
-     - 76.32
-     - 640x640x3
-     - 0.82
-     - 6.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/scrfd/scrfd_2.5g/pretrained/2022-09-07/scrfd_2.5g.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/scrfd_2.5g.hef>`_
-     - 312.464
-     - 549.501
-   * - scrfd_500m
-     - 68.98
-     - 68.88
-     - 640x640x3
-     - 0.63
-     - 1.5
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/scrfd/scrfd_500m/pretrained/2022-09-07/scrfd_500m.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/scrfd_500m.hef>`_
-     - 331.106
-     - 601.805
-
-.. _Instance Segmentation:
-
-Instance Segmentation
----------------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 34 7 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - yolact_regnetx_1.6gf
-     - 27.57
-     - 27.27
-     - 512x512x3
-     - 30.09
-     - 125.34
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolact_regnetx_1.6gf/pretrained/2022-11-30/yolact_regnetx_1.6gf.zip>`_
-     - `link <https://github.com/dbolya/yolact>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolact_regnetx_1.6gf.hef>`_
-     - 46.7838
-     - 70.2961
-   * - yolact_regnetx_800mf
-     - 25.61
-     - 25.5
-     - 512x512x3
-     - 28.3
-     - 116.75
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolact_regnetx_800mf/pretrained/2022-11-30/yolact_regnetx_800mf.zip>`_
-     - `link <https://github.com/dbolya/yolact>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolact_regnetx_800mf.hef>`_
-     - 57.6
-     - 84.9004
-   * - yolov5l_seg
-     - 39.78
-     - 39.09
-     - 640x640x3
-     - 47.89
-     - 147.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5l/pretrained/2022-10-30/yolov5l-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov5l_seg.hef>`_
-     - 33.0779
-     - 46.4715
-   * - yolov5m_seg
-     - 37.05
-     - 36.32
-     - 640x640x3
-     - 32.60
-     - 70.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5m/pretrained/2022-10-30/yolov5m-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov5m_seg.hef>`_
-     - 62.4293
-     - 94.3386
-   * - yolov5n_seg  |star|
-     - 23.35
-     - 22.75
-     - 640x640x3
-     - 1.99
-     - 7.1
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5n/pretrained/2022-10-30/yolov5n-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov5n_seg.hef>`_
-     - 174.461
-     - 175.657
-   * - yolov5s_seg
-     - 31.57
-     - 30.49
-     - 640x640x3
-     - 7.61
-     - 26.42
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5s/pretrained/2022-10-30/yolov5s-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov5s_seg.hef>`_
-     - 116.583
-     - 161.778
-   * - yolov8m_seg
-     - 40.6
-     - 39.88
-     - 640x640x3
-     - 27.3
-     - 110.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov8/yolov8m/pretrained/2023-03-06/yolov8m-seg.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov8m_seg.hef>`_
-     - 42.0778
-     - 66.1054
-   * - yolov8n_seg
-     - 30.32
-     - 29.68
-     - 640x640x3
-     - 3.4
-     - 12.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov8/yolov8n/pretrained/2023-03-06/yolov8n-seg.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov8n_seg.hef>`_
-     - 182.371
-     - 452.741
-   * - yolov8s_seg
-     - 36.63
-     - 36.03
-     - 640x640x3
-     - 11.8
-     - 42.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov8/yolov8s/pretrained/2023-03-06/yolov8s-seg.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/yolov8s_seg.hef>`_
-     - 88.1516
-     - 149.641
-
-.. _Depth Estimation:
-
-Depth Estimation
-----------------
-
-NYU
-^^^
-
-.. list-table::
-   :widths: 34 7 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - RMSE
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - fast_depth  |star|
-     - 0.6
-     - 0.62
-     - 224x224x3
-     - 1.35
-     - 0.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/DepthEstimation/indoor/fast_depth/pretrained/2021-10-18/fast_depth.zip>`_
-     - `link <https://github.com/dwofk/fast-depth>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/fast_depth.hef>`_
-     - 1334.6
-     - 1334.6
-   * - scdepthv3
-     - 0.48
-     - 0.51
-     - 256x320x3
-     - 14.8
-     - 10.7
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/DepthEstimation/indoor/scdepthv3/pretrained/2023-07-20/scdepthv3.zip>`_
-     - `link <https://github.com/JiawangBian/sc_depth_pl/>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/scdepthv3.hef>`_
-     - 194.529
-     - 399.198
-
-.. _Facial Landmark Detection:
-
-Facial Landmark Detection
--------------------------
-
-AFLW2k3d
-^^^^^^^^
-
-.. list-table::
-   :widths: 28 8 8 16 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - NME
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - tddfa_mobilenet_v1  |star|
-     - 3.68
-     - 4.05
-     - 120x120x3
-     - 3.26
-     - 0.36
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceLandmarks3d/tddfa/tddfa_mobilenet_v1/pretrained/2021-11-28/tddfa_mobilenet_v1.zip>`_
-     - `link <https://github.com/cleardusk/3DDFA_V2>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/tddfa_mobilenet_v1.hef>`_
-     - 8939.84
-     - 8939.84
-
-.. _Person Re-ID:
-
-Person Re-ID
-------------
-
-Market1501
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 28 8 9 13 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - rank1
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - osnet_x1_0
-     - 94.43
-     - 93.63
-     - 256x128x3
-     - 2.19
-     - 1.98
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PersonReID/osnet_x1_0/2022-05-19/osnet_x1_0.zip>`_
-     - `link <https://github.com/KaiyangZhou/deep-person-reid>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/osnet_x1_0.hef>`_
-     - 161.073
-     - 391.232
-   * - repvgg_a0_person_reid_512  |star|
-     - 89.9
-     - 89.3
-     - 256x128x3
-     - 7.68
-     - 1.78
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/HailoNets/MCPReID/reid/repvgg_a0_person_reid_512/2022-04-18/repvgg_a0_person_reid_512.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/repvgg_a0_person_reid_512.hef>`_
-     - 5082.74
-     - 5082.74
-
-.. _Super Resolution:
-
-Super Resolution
-----------------
-
-BSD100
-^^^^^^
-
-.. list-table::
-   :widths: 32 8 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - espcn_x2
-     - 31.4
-     - 30.3
-     - 156x240x1
-     - 0.02
-     - 1.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SuperResolution/espcn/espcn_x2/2022-08-02/espcn_x2.zip>`_
-     - `link <https://github.com/Lornatang/ESPCN-PyTorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/espcn_x2.hef>`_
-     - 1637.76
-     - 1637.76
-   * - espcn_x3
-     - 28.41
-     - 28.06
-     - 104x160x1
-     - 0.02
-     - 0.76
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SuperResolution/espcn/espcn_x3/2022-08-02/espcn_x3.zip>`_
-     - `link <https://github.com/Lornatang/ESPCN-PyTorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/espcn_x3.hef>`_
-     - 1917.92
-     - 1917.92
-   * - espcn_x4
-     - 26.83
-     - 26.58
-     - 78x120x1
-     - 0.02
-     - 0.46
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SuperResolution/espcn/espcn_x4/2022-08-02/espcn_x4.zip>`_
-     - `link <https://github.com/Lornatang/ESPCN-PyTorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/espcn_x4.hef>`_
-     - 1893.66
-     - 1893.66
-
-.. _Face Recognition:
-
-Face Recognition
-----------------
-
-LFW
-^^^
-
-.. list-table::
-   :widths: 12 7 12 14 9 8 10 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - lfw verification accuracy
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - arcface_mobilefacenet
-     - 99.43
-     - 99.41
-     - 112x112x3
-     - 2.04
-     - 0.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceRecognition/arcface/arcface_mobilefacenet/pretrained/2022-08-24/arcface_mobilefacenet.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/arcface_mobilefacenet.hef>`_
-     - 1924.66
-     - 1924.66
-   * - arcface_r50
-     - 99.72
-     - 99.71
-     - 112x112x3
-     - 31.0
-     - 12.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceRecognition/arcface/arcface_r50/pretrained/2022-08-24/arcface_r50.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/arcface_r50.hef>`_
-     - 154.533
-     - 381.773
-
-.. _Person Attribute:
-
-Person Attribute
-----------------
-
-PETA
-^^^^
-
-.. list-table::
-   :widths: 24 14 12 14 9 8 10 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Mean Accuracy
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - person_attr_resnet_v1_18
-     - 82.5
-     - 82.61
-     - 224x224x3
-     - 11.19
-     - 3.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/person_attr_resnet_v1_18/pretrained/2022-06-11/person_attr_resnet_v1_18.zip>`_
-     - `link <https://github.com/dangweili/pedestrian-attribute-recognition-pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/person_attr_resnet_v1_18.hef>`_
-     - 1944.9
-     - 1944.9
-
-.. _Face Attribute:
-
-Face Attribute
---------------
-
-CELEBA
-^^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Mean Accuracy
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - face_attr_resnet_v1_18
-     - 81.19
-     - 81.09
-     - 218x178x3
-     - 11.74
-     - 3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceAttr/face_attr_resnet_v1_18/2022-06-09/face_attr_resnet_v1_18.zip>`_
-     - `link <https://github.com/d-li14/face-attribute-prediction>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/face_attr_resnet_v1_18.hef>`_
-     - 1871.21
-     - 1871.21
-
-.. _Low Light Enhancement:
-
-Low Light Enhancement
----------------------
-
-LOL
-^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - zero_dce
-     - 16.23
-     - 16.24
-     - 400x600x3
-     - 0.21
-     - 38.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/LowLightEnhancement/LOL/zero_dce/pretrained/2023-04-23/zero_dce.zip>`_
-     - `link <Internal>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/zero_dce.hef>`_
-     - 69.8101
-     - 69.8101
-   * - zero_dce_pp
-     - 15.95
-     - 15.82
-     - 400x600x3
-     - 0.02
-     - 4.84
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/LowLightEnhancement/LOL/zero_dce_pp/pretrained/2023-07-03/zero_dce_pp.zip>`_
-     - `link <Internal>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/zero_dce_pp.hef>`_
-     - 29.6328
-     - 29.6328
-
-.. _Image Denoising:
-
-Image Denoising
----------------
-
-BSD68
-^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - dncnn3
-     - 31.46
-     - 31.26
-     - 321x481x1
-     - 0.66
-     - 205.26
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ImageDenoising/dncnn3/2023-06-15/dncnn3.zip>`_
-     - `link <https://github.com/cszn/KAIR>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/dncnn3.hef>`_
-     - 44.813
-     - 44.813
-
-CBSD68
-^^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - dncnn_color_blind
-     - 33.87
-     - 32.97
-     - 321x481x3
-     - 0.66
-     - 205.97
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ImageDenoising/dncnn_color_blind/2023-06-25/dncnn_color_blind.zip>`_
-     - `link <https://github.com/cszn/KAIR>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/dncnn_color_blind.hef>`_
-     - 44.8138
-     - 44.8138
-
-.. _Hand Landmark detection:
-
-Hand Landmark detection
------------------------
-
-Hand Landmark
-^^^^^^^^^^^^^
-
-.. list-table::
-   :header-rows: 1
-
-   * - Network Name
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - hand_landmark_lite
-     - 224x224x3
-     - 1.01
-     - 0.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/HandLandmark/hand_landmark_lite/2023-07-18/hand_landmark_lite.zip>`_
-     - `link <https://github.com/google/mediapipe>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15h/hand_landmark_lite.hef>`_
-     - 1,340.45
-     - 1,340.45
diff --git a/docs/PUBLIC_MODELS_HAILO15M.rst b/docs/PUBLIC_MODELS_HAILO15M.rst
deleted file mode 100644
index ca4e2e1f..00000000
--- a/docs/PUBLIC_MODELS_HAILO15M.rst
+++ /dev/null
@@ -1,1703 +0,0 @@
-
-Public Pre-Trained Models
-=========================
-
-.. |rocket| image:: images/rocket.png
-  :width: 18
-
-.. |star| image:: images/star.png
-  :width: 18
-
-Here, we give the full list of publicly pre-trained models supported by the Hailo Model Zoo.
-
-* Network available in `Hailo Benchmark <https://hailo.ai/developer-zone/benchmarks/>`_ are marked with |rocket|
-* Networks available in `TAPPAS <https://hailo.ai/developer-zone/tappas-apps-toolkit/>`_ are marked with |star|
-* Benchmark, TAPPAS and Recommended networks run in performance mode
-* All models were compiled using Hailo Dataflow Compiler v3.26.0
-* Supported tasks:
-
-  * `Classification`_
-  * `Object Detection`_
-  * `Semantic Segmentation`_
-  * `Pose Estimation`_
-  * `Single Person Pose Estimation`_
-  * `Face Detection`_
-  * `Instance Segmentation`_
-  * `Depth Estimation`_
-  * `Facial Landmark Detection`_
-  * `Person Re-ID`_
-  * `Super Resolution`_
-  * `Face Recognition`_
-  * `Person Attribute`_
-  * `Face Attribute`_
-  * `Low Light Enhancement`_
-  * `Image Denoising`_
-  * `Hand Landmark detection`_
-
-
-.. _Classification:
-
-Classification
---------------
-
-ImageNet
-^^^^^^^^
-
-.. list-table::
-   :widths: 31 9 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Accuracy (top1)
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - efficientnet_l
-     - 80.46
-     - 79.36
-     - 300x300x3
-     - 10.55
-     - 19.4
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_l/pretrained/2023-07-18/efficientnet_l.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/efficientnet_l.hef>`_
-     - 57.9951
-     - 98.1713
-   * - efficientnet_lite4
-     - 80.79
-     - 79.99
-     - 300x300x3
-     - 12.95
-     - 5.10
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_lite4/pretrained/2023-07-18/efficientnet_lite4.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/efficientnet_lite4.hef>`_
-     - 73.7215
-     - 151.255
-   * - efficientnet_m |rocket|
-     - 78.91
-     - 78.63
-     - 240x240x3
-     - 6.87
-     - 7.32
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_m/pretrained/2023-07-18/efficientnet_m.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/efficientnet_m.hef>`_
-     - 127.623
-     - 253.787
-   * - hardnet39ds
-     - 73.43
-     - 72.92
-     - 224x224x3
-     - 3.48
-     - 0.86
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/hardnet39ds/pretrained/2021-07-20/hardnet39ds.zip>`_
-     - `link <https://github.com/PingoLH/Pytorch-HarDNet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/hardnet39ds.hef>`_
-     - 282.524
-     - 794.832
-   * - hardnet68
-     - 75.47
-     - 75.04
-     - 224x224x3
-     - 17.56
-     - 8.5
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/hardnet68/pretrained/2021-07-20/hardnet68.zip>`_
-     - `link <https://github.com/PingoLH/Pytorch-HarDNet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/hardnet68.hef>`_
-     - 124.168
-     - 258.157
-   * - inception_v1
-     - 69.74
-     - 69.54
-     - 224x224x3
-     - 6.62
-     - 3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/inception_v1/pretrained/2023-07-18/inception_v1.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/inception_v1.hef>`_
-     - 237.247
-     - 522.84
-   * - mobilenet_v1
-     - 70.97
-     - 70.26
-     - 224x224x3
-     - 4.22
-     - 1.14
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v1/pretrained/2023-07-18/mobilenet_v1.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/mobilenet_v1.hef>`_
-     - 1427.43
-     - 1427.4
-   * - mobilenet_v2_1.0 |rocket|
-     - 71.78
-     - 71.0
-     - 224x224x3
-     - 3.49
-     - 0.62
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v2_1.0/pretrained/2021-07-11/mobilenet_v2_1.0.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/mobilenet_v2_1.0.hef>`_
-     - 351.244
-     - 821.737
-   * - mobilenet_v2_1.4
-     - 74.18
-     - 73.18
-     - 224x224x3
-     - 6.09
-     - 1.18
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v2_1.4/pretrained/2021-07-11/mobilenet_v2_1.4.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/mobilenet_v2_1.4.hef>`_
-     - 268.706
-     - 638.46
-   * - mobilenet_v3
-     - 72.21
-     - 71.73
-     - 224x224x3
-     - 4.07
-     - 2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v3/pretrained/2023-07-18/mobilenet_v3.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/mobilenet_v3.hef>`_
-     - 324.885
-     - 778.084
-   * - mobilenet_v3_large_minimalistic
-     - 72.11
-     - 70.96
-     - 224x224x3
-     - 3.91
-     - 0.42
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v3_large_minimalistic/pretrained/2021-07-11/mobilenet_v3_large_minimalistic.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/mobilenet_v3_large_minimalistic.hef>`_
-     - 447.24
-     - 1248.59
-   * - regnetx_1.6gf
-     - 77.05
-     - 76.75
-     - 224x224x3
-     - 9.17
-     - 3.22
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/regnetx_1.6gf/pretrained/2021-07-11/regnetx_1.6gf.zip>`_
-     - `link <https://github.com/facebookresearch/pycls>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/regnetx_1.6gf.hef>`_
-     - 303.337
-     - 775.166
-   * - regnetx_800mf
-     - 75.16
-     - 74.84
-     - 224x224x3
-     - 7.24
-     - 1.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/regnetx_800mf/pretrained/2021-07-11/regnetx_800mf.zip>`_
-     - `link <https://github.com/facebookresearch/pycls>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/regnetx_800mf.hef>`_
-     - 413.96
-     - 1107.48
-   * - repvgg_a1
-     - 74.4
-     - 72.4
-     - 224x224x3
-     - 12.79
-     - 4.7
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/repvgg/repvgg_a1/pretrained/2022-10-02/RepVGG-A1.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/repvgg_a1.hef>`_
-     - 321.519
-     - 719.195
-   * - repvgg_a2
-     - 76.52
-     - 74.52
-     - 224x224x3
-     - 25.5
-     - 10.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/repvgg/repvgg_a2/pretrained/2022-10-02/RepVGG-A2.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/repvgg_a2.hef>`_
-     - 177.889
-     - 322.874
-   * - resmlp12_relu
-     - 75.26
-     - 74.32
-     - 224x224x3
-     - 15.77
-     - 6.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resmlp12_relu/pretrained/2022-03-03/resmlp12_relu.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models/>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/resmlp12_relu.hef>`_
-     - 87.3561
-     - 308.33
-   * - resnet_v1_18
-     - 71.26
-     - 71.06
-     - 224x224x3
-     - 11.68
-     - 3.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnet_v1_18/pretrained/2022-04-19/resnet_v1_18.zip>`_
-     - `link <https://github.com/yhhhli/BRECQ>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/resnet_v1_18.hef>`_
-     - 364.787
-     - 846.451
-   * - resnet_v1_34
-     - 72.7
-     - 72.14
-     - 224x224x3
-     - 21.79
-     - 7.34
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnet_v1_34/pretrained/2021-07-11/resnet_v1_34.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/resnet_v1_34.hef>`_
-     - 184.44
-     - 390.499
-   * - resnet_v1_50 |rocket| |star|
-     - 75.12
-     - 74.47
-     - 224x224x3
-     - 25.53
-     - 6.98
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnet_v1_50/pretrained/2021-07-11/resnet_v1_50.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/resnet_v1_50.hef>`_
-     - 224.794
-     - 565.76
-   * - resnext26_32x4d
-     - 76.18
-     - 75.78
-     - 224x224x3
-     - 15.37
-     - 4.96
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnext26_32x4d/pretrained/2023-09-18/resnext26_32x4d.zip>`_
-     - `link <https://github.com/osmr/imgclsmob/tree/master/pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/resnext26_32x4d.hef>`_
-     - 245.252
-     - 500.296
-   * - resnext50_32x4d
-     - 79.31
-     - 78.21
-     - 224x224x3
-     - 24.99
-     - 8.48
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnext50_32x4d/pretrained/2023-07-18/resnext50_32x4d.zip>`_
-     - `link <https://github.com/osmr/imgclsmob/tree/master/pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/resnext50_32x4d.hef>`_
-     - 142.988
-     - 311.237
-   * - squeezenet_v1.1
-     - 59.85
-     - 59.4
-     - 224x224x3
-     - 1.24
-     - 0.78
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/squeezenet_v1.1/pretrained/2023-07-18/squeezenet_v1.1.zip>`_
-     - `link <https://github.com/osmr/imgclsmob/tree/master/pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/squeezenet_v1.1.hef>`_
-     - 651.115
-     - 1276.19
-   * - vit_base_bn
-     - 79.98
-     - 78.58
-     - 224x224x3
-     - 86.5
-     - 34.25
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/vit_base/pretrained/2023-01-25/vit_base.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/vit_base_bn.hef>`_
-     - 42.9047
-     - 101.898
-   * - vit_small_bn
-     - 78.12
-     - 77.02
-     - 224x224x3
-     - 21.12
-     - 8.62
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/vit_small/pretrained/2022-08-08/vit_small.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/vit_small_bn.hef>`_
-     - 93.3559
-     - 267.595
-   * - vit_tiny_bn
-     - 68.95
-     - 66.75
-     - 224x224x3
-     - 5.73
-     - 2.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/vit_tiny/pretrained/2023-08-29/vit_tiny_bn.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/vit_tiny_bn.hef>`_
-     - 154.715
-     - 556.287
-
-.. _Object Detection:
-
-Object Detection
-----------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 33 8 7 12 8 8 8 7 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - centernet_resnet_v1_18_postprocess
-     - 26.3
-     - 23.31
-     - 512x512x3
-     - 14.22
-     - 31.21
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/centernet/centernet_resnet_v1_18/pretrained/2023-07-18/centernet_resnet_v1_18.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/centernet_resnet_v1_18_postprocess.hef>`_
-     - 86.5256
-     - 116.281
-   * - centernet_resnet_v1_50_postprocess
-     - 31.78
-     - 29.23
-     - 512x512x3
-     - 30.07
-     - 56.92
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/centernet/centernet_resnet_v1_50_postprocess/pretrained/2023-07-18/centernet_resnet_v1_50_postprocess.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/centernet_resnet_v1_50_postprocess.hef>`_
-     - 53.3531
-     - 71.9656
-   * - damoyolo_tinynasL20_T
-     - 42.8
-     - 41.7
-     - 640x640x3
-     - 11.35
-     - 18.02
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/damoyolo_tinynasL20_T/pretrained/2022-12-19/damoyolo_tinynasL20_T.zip>`_
-     - `link <https://github.com/tinyvision/DAMO-YOLO>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/damoyolo_tinynasL20_T.hef>`_
-     - 100.067
-     - 169.343
-   * - damoyolo_tinynasL25_S
-     - 46.53
-     - 46.04
-     - 640x640x3
-     - 16.25
-     - 37.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/damoyolo_tinynasL25_S/pretrained/2022-12-19/damoyolo_tinynasL25_S.zip>`_
-     - `link <https://github.com/tinyvision/DAMO-YOLO>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/damoyolo_tinynasL25_S.hef>`_
-     - 60.8048
-     - 97.3912
-   * - damoyolo_tinynasL35_M
-     - 49.7
-     - 47.9
-     - 640x640x3
-     - 33.98
-     - 61.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/damoyolo_tinynasL35_M/pretrained/2022-12-19/damoyolo_tinynasL35_M.zip>`_
-     - `link <https://github.com/tinyvision/DAMO-YOLO>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/damoyolo_tinynasL35_M.hef>`_
-     - 40.5352
-     - 63.23
-   * - detr_resnet_v1_18_bn
-     - 33.91
-     - 30.36
-     - 800x800x3
-     - 32.42
-     - 58.97
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/detr/detr_r18/detr_resnet_v1_18/2022-09-18/detr_resnet_v1_18_bn.zip>`_
-     - `link <https://github.com/facebookresearch/detr>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/detr_resnet_v1_18_bn.hef>`_
-     - 18.9067
-     - 30.5393
-   * - nanodet_repvgg  |star|
-     - 29.3
-     - 28.53
-     - 416x416x3
-     - 6.74
-     - 11.28
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/nanodet/nanodet_repvgg/pretrained/2022-02-07/nanodet.zip>`_
-     - `link <https://github.com/RangiLyu/nanodet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/nanodet_repvgg.hef>`_
-     - 192.699
-     - 311.163
-   * - nanodet_repvgg_a12
-     - 33.73
-     - 31.33
-     - 640x640x3
-     - 5.13
-     - 28.23
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/nanodet/nanodet_repvgg_a12/pretrained/2023-05-31/nanodet_repvgg_a12_640x640.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/nanodet_repvgg_a12.hef>`_
-     - 109.333
-     - 159.891
-   * - nanodet_repvgg_a1_640
-     - 33.28
-     - 32.88
-     - 640x640x3
-     - 10.79
-     - 42.8
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/nanodet/nanodet_repvgg_a1_640/pretrained/2022-07-19/nanodet_repvgg_a1_640.zip>`_
-     - `link <https://github.com/RangiLyu/nanodet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/nanodet_repvgg_a1_640.hef>`_
-     - 85.5934
-     - 117.759
-   * - ssd_mobilenet_v1 |rocket| |star|
-     - 23.19
-     - 22.29
-     - 300x300x3
-     - 6.79
-     - 2.5
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/ssd/ssd_mobilenet_v1/pretrained/2023-07-18/ssd_mobilenet_v1.zip>`_
-     - `link <https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/ssd_mobilenet_v1.hef>`_
-     - 182.389
-     - 354.052
-   * - ssd_mobilenet_v2
-     - 24.15
-     - 22.94
-     - 300x300x3
-     - 4.46
-     - 1.52
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/ssd/ssd_mobilenet_v2/pretrained/2023-03-16/ssd_mobilenet_v2.zip>`_
-     - `link <https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/ssd_mobilenet_v2.hef>`_
-     - 136.849
-     - 257.357
-   * - tiny_yolov3
-     - 14.66
-     - 14.41
-     - 416x416x3
-     - 8.85
-     - 5.58
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/tiny_yolov3/pretrained/2021-07-11/tiny_yolov3.zip>`_
-     - `link <https://github.com/Tianxiaomo/pytorch-YOLOv4>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/tiny_yolov3.hef>`_
-     - 269.057
-     - 455.898
-   * - tiny_yolov4
-     - 19.18
-     - 17.73
-     - 416x416x3
-     - 6.05
-     - 6.92
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/tiny_yolov4/pretrained/2023-07-18/tiny_yolov4.zip>`_
-     - `link <https://github.com/Tianxiaomo/pytorch-YOLOv4>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/tiny_yolov4.hef>`_
-     - 273.062
-     - 430.406
-   * - yolov3  |star|
-     - 38.42
-     - 38.37
-     - 608x608x3
-     - 68.79
-     - 158.10
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3/pretrained/2021-08-16/yolov3.zip>`_
-     - `link <https://github.com/AlexeyAB/darknet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov3.hef>`_
-     - 20.7228
-     - 24.7059
-   * - yolov3_416
-     - 37.73
-     - 37.53
-     - 416x416x3
-     - 61.92
-     - 65.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3_416/pretrained/2021-08-16/yolov3_416.zip>`_
-     - `link <https://github.com/AlexeyAB/darknet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov3_416.hef>`_
-     - 35.1757
-     - 50.8807
-   * - yolov3_gluon |rocket| |star|
-     - 37.28
-     - 35.64
-     - 608x608x3
-     - 68.79
-     - 158.1
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3_gluon/pretrained/2023-07-18/yolov3_gluon.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov3_gluon.hef>`_
-     - 22.0821
-     - 27.6056
-   * - yolov3_gluon_416  |star|
-     - 36.27
-     - 34.92
-     - 416x416x3
-     - 61.92
-     - 65.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3_gluon_416/pretrained/2023-07-18/yolov3_gluon_416.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov3_gluon_416.hef>`_
-     - 34.5337
-     - 50.1277
-   * - yolov4_leaky  |star|
-     - 42.37
-     - 41.08
-     - 512x512x3
-     - 64.33
-     - 91.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov4/pretrained/2022-03-17/yolov4.zip>`_
-     - `link <https://github.com/AlexeyAB/darknet/wiki/YOLOv4-model-zoo>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov4_leaky.hef>`_
-     - 29.1715
-     - 39.9617
-   * - yolov5m
-     - 42.59
-     - 41.19
-     - 640x640x3
-     - 21.78
-     - 52.17
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m_spp/pretrained/2023-04-25/yolov5m.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov5m.hef>`_
-     - 53.809
-     - 75.5971
-   * - yolov5m6_6.1
-     - 50.67
-     - 48.97
-     - 1280x1280x3
-     - 35.70
-     - 200.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m6_6.1/pretrained/2023-04-25/yolov5m6.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v6.1>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov5m6_6.1.hef>`_
-     - 16.3575
-     - 18.8832
-   * - yolov5m_6.1
-     - 44.8
-     - 43.36
-     - 640x640x3
-     - 21.17
-     - 48.96
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m_6.1/pretrained/2023-04-25/yolov5m_6.1.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v6.1>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov5m_6.1.hef>`_
-     - 53.8092
-     - 75.5973
-   * - yolov5m_wo_spp |rocket|
-     - 43.06
-     - 40.76
-     - 640x640x3
-     - 22.67
-     - 52.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m/pretrained/2023-04-25/yolov5m_wo_spp.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov5m_wo_spp_60p.hef>`_
-     - 67.6233
-     - 94.4975
-   * - yolov5s  |star|
-     - 35.33
-     - 33.98
-     - 640x640x3
-     - 7.46
-     - 17.44
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5s_spp/pretrained/2023-04-25/yolov5s.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov5s.hef>`_
-     - 117.162
-     - 180.261
-   * - yolov5s_c3tr
-     - 37.13
-     - 35.63
-     - 640x640x3
-     - 10.29
-     - 17.02
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5s_c3tr/pretrained/2023-04-25/yolov5s_c3tr.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/tree/v6.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov5s_c3tr.hef>`_
-     - 100.892
-     - 167.908
-   * - yolov5xs_wo_spp
-     - 33.18
-     - 32.2
-     - 512x512x3
-     - 7.85
-     - 11.36
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5xs/pretrained/2023-04-25/yolov5xs.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov5xs_wo_spp.hef>`_
-     - 178.885
-     - 319.815
-   * - yolov5xs_wo_spp_nms_core
-     - 32.57
-     - 31.06
-     - 512x512x3
-     - 7.85
-     - 11.36
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5xs/pretrained/2022-05-10/yolov5xs_wo_spp_nms.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov5xs_wo_spp_nms_core.hef>`_
-     - 178.878
-     - 319.704
-   * - yolov6n
-     - 34.28
-     - 32.18
-     - 640x640x3
-     - 4.32
-     - 11.12
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov6n/pretrained/2023-05-31/yolov6n.zip>`_
-     - `link <https://github.com/meituan/YOLOv6/releases/tag/0.1.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov6n.hef>`_
-     - 168.961
-     - 285.641
-   * - yolov6n_0.2.1
-     - 35.16
-     - 33.66
-     - 640x640x3
-     - 4.33
-     - 11.06
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov6n_0.2.1/pretrained/2023-04-17/yolov6n_0.2.1.zip>`_
-     - `link <https://github.com/meituan/YOLOv6/releases/tag/0.2.1>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov6n_0.2.1.hef>`_
-     - 181.87
-     - 320.321
-   * - yolov7
-     - 50.59
-     - 47.89
-     - 640x640x3
-     - 36.91
-     - 104.51
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov7/pretrained/2023-04-25/yolov7.zip>`_
-     - `link <https://github.com/WongKinYiu/yolov7>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov7.hef>`_
-     - 28.8124
-     - 37.7975
-   * - yolov7_tiny
-     - 37.07
-     - 35.97
-     - 640x640x3
-     - 6.22
-     - 13.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov7_tiny/pretrained/2023-04-25/yolov7_tiny.zip>`_
-     - `link <https://github.com/WongKinYiu/yolov7>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov7_tiny.hef>`_
-     - 128.247
-     - 193.335
-   * - yolov7e6
-     - 55.37
-     - 53.47
-     - 1280x1280x3
-     - 97.20
-     - 515.12
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov7e6/pretrained/2023-04-25/yolov7-e6.zip>`_
-     - `link <https://github.com/WongKinYiu/yolov7>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov7e6.hef>`_
-     - 6.17829
-     - 6.53669
-   * - yolov8l
-     - 52.44
-     - 51.78
-     - 640x640x3
-     - 43.7
-     - 165.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8l/2023-02-02/yolov8l.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov8l.hef>`_
-     - 18.7227
-     - 23.979
-   * - yolov8m
-     - 49.91
-     - 49.11
-     - 640x640x3
-     - 25.9
-     - 78.93
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8m/2023-02-02/yolov8m.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov8m.hef>`_
-     - 39.082
-     - 55.9632
-   * - yolov8n
-     - 37.02
-     - 36.32
-     - 640x640x3
-     - 3.2
-     - 8.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8n/2023-01-30/yolov8n.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov8n.hef>`_
-     - 163.514
-     - 311.781
-   * - yolov8s
-     - 44.58
-     - 43.98
-     - 640x640x3
-     - 11.2
-     - 28.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8s/2023-02-02/yolov8s.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov8s.hef>`_
-     - 82.4367
-     - 129.367
-   * - yolov8x
-     - 53.45
-     - 52.75
-     - 640x640x3
-     - 68.2
-     - 258
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8x/2023-02-02/yolov8x.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov8x.hef>`_
-     - 10.9973
-     - 13.0795
-   * - yolox_l_leaky  |star|
-     - 48.69
-     - 46.71
-     - 640x640x3
-     - 54.17
-     - 155.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox_l_leaky/pretrained/2023-05-31/yolox_l_leaky.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolox_l_leaky.hef>`_
-     - 17.9951
-     - 21.8031
-   * - yolox_s_leaky
-     - 38.12
-     - 37.27
-     - 640x640x3
-     - 8.96
-     - 26.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox_s_leaky/pretrained/2023-05-31/yolox_s_leaky.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolox_s_leaky.hef>`_
-     - 87.0709
-     - 129.368
-   * - yolox_s_wide_leaky
-     - 42.4
-     - 40.97
-     - 640x640x3
-     - 20.12
-     - 59.46
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox_s_wide_leaky/pretrained/2023-05-31/yolox_s_wide_leaky.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolox_s_wide_leaky.hef>`_
-     - 53.5291
-     - 70.4935
-   * - yolox_tiny
-     - 32.64
-     - 31.39
-     - 416x416x3
-     - 5.05
-     - 6.44
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox/yolox_tiny/pretrained/2023-05-31/yolox_tiny.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolox_tiny.hef>`_
-     - 182.502
-     - 362.678
-
-VisDrone
-^^^^^^^^
-
-.. list-table::
-   :widths: 31 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - ssd_mobilenet_v1_visdrone  |star|
-     - 2.37
-     - 2.22
-     - 300x300x3
-     - 5.64
-     - 2.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-Visdrone/ssd/ssd_mobilenet_v1_visdrone/pretrained/2023-07-18/ssd_mobilenet_v1_visdrone.zip>`_
-     - `link <https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/ssd_mobilenet_v1_visdrone.hef>`_
-     - 244.12
-     - 527.101
-
-.. _Semantic Segmentation:
-
-Semantic Segmentation
----------------------
-
-Cityscapes
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 31 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mIoU
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - fcn8_resnet_v1_18  |star|
-     - 69.41
-     - 69.21
-     - 1024x1920x3
-     - 11.20
-     - 142.82
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Cityscapes/fcn8_resnet_v1_18/pretrained/2023-06-22/fcn8_resnet_v1_18.zip>`_
-     - `link <https://mmsegmentation.readthedocs.io/en/latest>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/fcn8_resnet_v1_18.hef>`_
-     - 18.8156
-     - 21.0842
-   * - stdc1 |rocket|
-     - 74.57
-     - 73.92
-     - 1024x1920x3
-     - 8.27
-     - 126.47
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Cityscapes/stdc1/pretrained/2023-06-12/stdc1.zip>`_
-     - `link <https://mmsegmentation.readthedocs.io/en/latest>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/stdc1.hef>`_
-     - 15.5433
-     - 18.1757
-
-Oxford-IIIT Pet
-^^^^^^^^^^^^^^^
-
-.. list-table::
-   :widths: 31 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mIoU
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - unet_mobilenet_v2
-     - 77.32
-     - 77.02
-     - 256x256x3
-     - 10.08
-     - 28.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Oxford_Pet/unet_mobilenet_v2/pretrained/2022-02-03/unet_mobilenet_v2.zip>`_
-     - `link <https://www.tensorflow.org/tutorials/images/segmentation>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/unet_mobilenet_v2.hef>`_
-     - 133.439
-     - 227.59
-
-Pascal VOC
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 36 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mIoU
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - deeplab_v3_mobilenet_v2
-     - 76.05
-     - 74.8
-     - 513x513x3
-     - 2.10
-     - 17.65
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Pascal/deeplab_v3_mobilenet_v2_dilation/pretrained/2023-08-22/deeplab_v3_mobilenet_v2_dilation.zip>`_
-     - `link <https://github.com/bonlime/keras-deeplab-v3-plus>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/deeplab_v3_mobilenet_v2.hef>`_
-     - 42.9866
-     - 56.8301
-   * - deeplab_v3_mobilenet_v2_wo_dilation
-     - 71.46
-     - 71.26
-     - 513x513x3
-     - 2.10
-     - 3.21
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Pascal/deeplab_v3_mobilenet_v2/pretrained/2021-08-12/deeplab_v3_mobilenet_v2.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/deeplab>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/deeplab_v3_mobilenet_v2_wo_dilation.hef>`_
-     - 87.5364
-     - 119.235
-
-.. _Pose Estimation:
-
-Pose Estimation
----------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 24 8 9 18 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - AP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - centerpose_regnetx_1.6gf_fpn  |star|
-     - 53.54
-     - 52.84
-     - 640x640x3
-     - 14.28
-     - 64.58
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PoseEstimation/centerpose_regnetx_1.6gf_fpn/pretrained/2022-03-23/centerpose_regnetx_1.6gf_fpn.zip>`_
-     - `link <https://github.com/tensorboy/centerpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/centerpose_regnetx_1.6gf_fpn.hef>`_
-     - 46.2622
-     - 63.1189
-   * - centerpose_regnetx_800mf
-     - 44.07
-     - 42.97
-     - 512x512x3
-     - 12.31
-     - 86.12
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PoseEstimation/centerpose_regnetx_800mf/pretrained/2021-07-11/centerpose_regnetx_800mf.zip>`_
-     - `link <https://github.com/tensorboy/centerpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/centerpose_regnetx_800mf.hef>`_
-     - 57.078
-     - 75.5737
-   * - centerpose_repvgg_a0  |star|
-     - 39.17
-     - 37.17
-     - 416x416x3
-     - 11.71
-     - 28.27
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PoseEstimation/centerpose_repvgg_a0/pretrained/2021-09-26/centerpose_repvgg_a0.zip>`_
-     - `link <https://github.com/tensorboy/centerpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/centerpose_repvgg_a0.hef>`_
-     - 91.8911
-     - 137.367
-
-.. _Single Person Pose Estimation:
-
-Single Person Pose Estimation
------------------------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 24 8 9 18 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - AP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - mspn_regnetx_800mf  |star|
-     - 70.8
-     - 70.3
-     - 256x192x3
-     - 7.17
-     - 2.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/mspn_regnetx_800mf/pretrained/2022-07-12/mspn_regnetx_800mf.zip>`_
-     - `link <https://github.com/open-mmlab/mmpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/mspn_regnetx_800mf.hef>`_
-     - 239.436
-     - 543.199
-   * - vit_pose_small
-     - 74.16
-     - 71.6
-     - 256x192x3
-     - 24.29
-     - 17.17
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/vit/vit_pose_small/pretrained/2023-11-14/vit_pose_small.zip>`_
-     - `link <https://github.com/ViTAE-Transformer/ViTPose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/vit_pose_small.hef>`_
-     - 25.0889
-     - 77.8054
-   * - vit_pose_small_bn
-     - 72.01
-     - 70.81
-     - 256x192x3
-     - 24.32
-     - 17.17
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/vit/vit_pose_small_bn/pretrained/2023-07-20/vit_pose_small_bn.zip>`_
-     - `link <https://github.com/ViTAE-Transformer/ViTPose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/vit_pose_small_bn.hef>`_
-     - 73.2665
-     - 194.156
-
-.. _Face Detection:
-
-Face Detection
---------------
-
-WiderFace
-^^^^^^^^^
-
-.. list-table::
-   :widths: 24 7 12 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - lightface_slim  |star|
-     - 39.7
-     - 39.22
-     - 240x320x3
-     - 0.26
-     - 0.16
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/lightface_slim/2021-07-18/lightface_slim.zip>`_
-     - `link <https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/lightface_slim.hef>`_
-     - 649.138
-     - 1535.33
-   * - retinaface_mobilenet_v1  |star|
-     - 81.27
-     - 81.17
-     - 736x1280x3
-     - 3.49
-     - 25.14
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/retinaface_mobilenet_v1_hd/2023-07-18/retinaface_mobilenet_v1_hd.zip>`_
-     - `link <https://github.com/biubug6/Pytorch_Retinaface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/retinaface_mobilenet_v1.hef>`_
-     - 50.0765
-     - 65.3995
-   * - scrfd_10g
-     - 82.13
-     - 82.03
-     - 640x640x3
-     - 4.23
-     - 26.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/scrfd/scrfd_10g/pretrained/2022-09-07/scrfd_10g.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/scrfd_10g.hef>`_
-     - 90.3432
-     - 131.564
-   * - scrfd_2.5g
-     - 76.59
-     - 76.32
-     - 640x640x3
-     - 0.82
-     - 6.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/scrfd/scrfd_2.5g/pretrained/2022-09-07/scrfd_2.5g.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/scrfd_2.5g.hef>`_
-     - 206.764
-     - 320.546
-   * - scrfd_500m
-     - 68.98
-     - 68.88
-     - 640x640x3
-     - 0.63
-     - 1.5
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/scrfd/scrfd_500m/pretrained/2022-09-07/scrfd_500m.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/scrfd_500m.hef>`_
-     - 231.127
-     - 407.787
-
-.. _Instance Segmentation:
-
-Instance Segmentation
----------------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 34 7 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - yolact_regnetx_1.6gf
-     - 27.57
-     - 27.27
-     - 512x512x3
-     - 30.09
-     - 125.34
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolact_regnetx_1.6gf/pretrained/2022-11-30/yolact_regnetx_1.6gf.zip>`_
-     - `link <https://github.com/dbolya/yolact>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolact_regnetx_1.6gf.hef>`_
-     - 34.3425
-     - 43.6273
-   * - yolact_regnetx_800mf
-     - 25.61
-     - 25.5
-     - 512x512x3
-     - 28.3
-     - 116.75
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolact_regnetx_800mf/pretrained/2022-11-30/yolact_regnetx_800mf.zip>`_
-     - `link <https://github.com/dbolya/yolact>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolact_regnetx_800mf.hef>`_
-     - 40.7949
-     - 50.4228
-   * - yolov5l_seg
-     - 39.78
-     - 39.09
-     - 640x640x3
-     - 47.89
-     - 147.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5l/pretrained/2022-10-30/yolov5l-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov5l_seg.hef>`_
-     - 20.3549
-     - 24.6877
-   * - yolov5m_seg
-     - 37.05
-     - 36.32
-     - 640x640x3
-     - 32.60
-     - 70.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5m/pretrained/2022-10-30/yolov5m-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov5m_seg.hef>`_
-     - 43.6168
-     - 56.6371
-   * - yolov5n_seg  |star|
-     - 23.35
-     - 22.75
-     - 640x640x3
-     - 1.99
-     - 7.1
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5n/pretrained/2022-10-30/yolov5n-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov5n_seg.hef>`_
-     - 148.879
-     - 174.184
-   * - yolov5s_seg
-     - 31.57
-     - 30.49
-     - 640x640x3
-     - 7.61
-     - 26.42
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5s/pretrained/2022-10-30/yolov5s-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov5s_seg.hef>`_
-     - 82.509
-     - 113.995
-   * - yolov8m_seg
-     - 40.6
-     - 39.88
-     - 640x640x3
-     - 27.3
-     - 110.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov8/yolov8m/pretrained/2023-03-06/yolov8m-seg.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov8m_seg.hef>`_
-     - 29.2613
-     - 39.2299
-   * - yolov8n_seg
-     - 30.32
-     - 29.68
-     - 640x640x3
-     - 3.4
-     - 12.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov8/yolov8n/pretrained/2023-03-06/yolov8n-seg.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov8n_seg.hef>`_
-     - 132.766
-     - 227.347
-   * - yolov8s_seg
-     - 36.63
-     - 36.03
-     - 640x640x3
-     - 11.8
-     - 42.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov8/yolov8s/pretrained/2023-03-06/yolov8s-seg.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/yolov8s_seg.hef>`_
-     - 63.7904
-     - 90.8048
-
-.. _Depth Estimation:
-
-Depth Estimation
-----------------
-
-NYU
-^^^
-
-.. list-table::
-   :widths: 34 7 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - RMSE
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - fast_depth  |star|
-     - 0.6
-     - 0.62
-     - 224x224x3
-     - 1.35
-     - 0.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/DepthEstimation/indoor/fast_depth/pretrained/2021-10-18/fast_depth.zip>`_
-     - `link <https://github.com/dwofk/fast-depth>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/fast_depth.hef>`_
-     - 317.237
-     - 768.32
-   * - scdepthv3
-     - 0.48
-     - 0.51
-     - 256x320x3
-     - 14.8
-     - 10.7
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/DepthEstimation/indoor/scdepthv3/pretrained/2023-07-20/scdepthv3.zip>`_
-     - `link <https://github.com/JiawangBian/sc_depth_pl/>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/scdepthv3.hef>`_
-     - 157.349
-     - 276.312
-
-.. _Facial Landmark Detection:
-
-Facial Landmark Detection
--------------------------
-
-AFLW2k3d
-^^^^^^^^
-
-.. list-table::
-   :widths: 28 8 8 16 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - NME
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - tddfa_mobilenet_v1  |star|
-     - 3.68
-     - 4.05
-     - 120x120x3
-     - 3.26
-     - 0.36
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceLandmarks3d/tddfa/tddfa_mobilenet_v1/pretrained/2021-11-28/tddfa_mobilenet_v1.zip>`_
-     - `link <https://github.com/cleardusk/3DDFA_V2>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/tddfa_mobilenet_v1.hef>`_
-     - 4482.73
-     - 4484.42
-
-.. _Person Re-ID:
-
-Person Re-ID
-------------
-
-Market1501
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 28 8 9 13 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - rank1
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - osnet_x1_0
-     - 94.43
-     - 93.63
-     - 256x128x3
-     - 2.19
-     - 1.98
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PersonReID/osnet_x1_0/2022-05-19/osnet_x1_0.zip>`_
-     - `link <https://github.com/KaiyangZhou/deep-person-reid>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/osnet_x1_0.hef>`_
-     - 110.173
-     - 317.055
-   * - repvgg_a0_person_reid_512  |star|
-     - 89.9
-     - 89.3
-     - 256x128x3
-     - 7.68
-     - 1.78
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/HailoNets/MCPReID/reid/repvgg_a0_person_reid_512/2022-04-18/repvgg_a0_person_reid_512.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/repvgg_a0_person_reid_512.hef>`_
-     - 2632.33
-     - 2632.12
-
-.. _Super Resolution:
-
-Super Resolution
-----------------
-
-BSD100
-^^^^^^
-
-.. list-table::
-   :widths: 32 8 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - espcn_x2
-     - 31.4
-     - 30.3
-     - 156x240x1
-     - 0.02
-     - 1.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SuperResolution/espcn/espcn_x2/2022-08-02/espcn_x2.zip>`_
-     - `link <https://github.com/Lornatang/ESPCN-PyTorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/espcn_x2.hef>`_
-     - 1746.31
-     - 1745.98
-   * - espcn_x3
-     - 28.41
-     - 28.06
-     - 104x160x1
-     - 0.02
-     - 0.76
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SuperResolution/espcn/espcn_x3/2022-08-02/espcn_x3.zip>`_
-     - `link <https://github.com/Lornatang/ESPCN-PyTorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/espcn_x3.hef>`_
-     - 1925.37
-     - 1924.98
-   * - espcn_x4
-     - 26.83
-     - 26.58
-     - 78x120x1
-     - 0.02
-     - 0.46
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SuperResolution/espcn/espcn_x4/2022-08-02/espcn_x4.zip>`_
-     - `link <https://github.com/Lornatang/ESPCN-PyTorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/espcn_x4.hef>`_
-     - 1908.98
-     - 1908.56
-
-.. _Face Recognition:
-
-Face Recognition
-----------------
-
-LFW
-^^^
-
-.. list-table::
-   :widths: 12 7 12 14 9 8 10 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - lfw verification accuracy
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - arcface_mobilefacenet
-     - 99.43
-     - 99.41
-     - 112x112x3
-     - 2.04
-     - 0.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceRecognition/arcface/arcface_mobilefacenet/pretrained/2022-08-24/arcface_mobilefacenet.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/arcface_mobilefacenet.hef>`_
-     - 444.238
-     - 1190.37
-   * - arcface_r50
-     - 99.72
-     - 99.71
-     - 112x112x3
-     - 31.0
-     - 12.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceRecognition/arcface/arcface_r50/pretrained/2022-08-24/arcface_r50.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/arcface_r50.hef>`_
-     - 112.901
-     - 234.881
-
-.. _Person Attribute:
-
-Person Attribute
-----------------
-
-PETA
-^^^^
-
-.. list-table::
-   :widths: 24 14 12 14 9 8 10 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Mean Accuracy
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - person_attr_resnet_v1_18
-     - 82.5
-     - 82.61
-     - 224x224x3
-     - 11.19
-     - 3.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/person_attr_resnet_v1_18/pretrained/2022-06-11/person_attr_resnet_v1_18.zip>`_
-     - `link <https://github.com/dangweili/pedestrian-attribute-recognition-pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/person_attr_resnet_v1_18.hef>`_
-     - 364.245
-     - 816.634
-
-.. _Face Attribute:
-
-Face Attribute
---------------
-
-CELEBA
-^^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Mean Accuracy
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - face_attr_resnet_v1_18
-     - 81.19
-     - 81.09
-     - 218x178x3
-     - 11.74
-     - 3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceAttr/face_attr_resnet_v1_18/2022-06-09/face_attr_resnet_v1_18.zip>`_
-     - `link <https://github.com/d-li14/face-attribute-prediction>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/face_attr_resnet_v1_18.hef>`_
-     - 366.06
-     - 884.264
-
-.. _Low Light Enhancement:
-
-Low Light Enhancement
----------------------
-
-LOL
-^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - zero_dce
-     - 16.23
-     - 16.24
-     - 400x600x3
-     - 0.21
-     - 38.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/LowLightEnhancement/LOL/zero_dce/pretrained/2023-04-23/zero_dce.zip>`_
-     - `link <Internal>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/zero_dce.hef>`_
-     - 71.5373
-     - 79.9602
-   * - zero_dce_pp
-     - 15.95
-     - 15.82
-     - 400x600x3
-     - 0.02
-     - 4.84
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/LowLightEnhancement/LOL/zero_dce_pp/pretrained/2023-07-03/zero_dce_pp.zip>`_
-     - `link <Internal>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/zero_dce_pp.hef>`_
-     - 52.7195
-     - 58.1534
-
-.. _Image Denoising:
-
-Image Denoising
----------------
-
-BSD68
-^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - dncnn3
-     - 31.46
-     - 31.26
-     - 321x481x1
-     - 0.66
-     - 205.26
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ImageDenoising/dncnn3/2023-06-15/dncnn3.zip>`_
-     - `link <https://github.com/cszn/KAIR>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/dncnn3.hef>`_
-     - 20.5436
-     - 21.0863
-
-CBSD68
-^^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - dncnn_color_blind
-     - 33.87
-     - 32.97
-     - 321x481x3
-     - 0.66
-     - 205.97
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ImageDenoising/dncnn_color_blind/2023-06-25/dncnn_color_blind.zip>`_
-     - `link <https://github.com/cszn/KAIR>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/dncnn_color_blind.hef>`_
-     - 20.5436
-     - 21.0838
-
-.. _Hand Landmark detection:
-
-Hand Landmark detection
------------------------
-
-Hand Landmark
-^^^^^^^^^^^^^
-
-.. list-table::
-   :header-rows: 1
-
-   * - Network Name
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - hand_landmark_lite
-     - 224x224x3
-     - 1.01
-     - 0.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/HandLandmark/hand_landmark_lite/2023-07-18/hand_landmark_lite.zip>`_
-     - `link <https://github.com/google/mediapipe>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/hand_landmark_lite.hef>`_
-     - 386.777
-     - 1,101.96
diff --git a/docs/PUBLIC_MODELS_HAILO8.rst b/docs/PUBLIC_MODELS_HAILO8.rst
deleted file mode 100644
index 693c5e0d..00000000
--- a/docs/PUBLIC_MODELS_HAILO8.rst
+++ /dev/null
@@ -1,1874 +0,0 @@
-
-Public Pre-Trained Models
-=========================
-
-.. |rocket| image:: images/rocket.png
-  :width: 18
-
-.. |star| image:: images/star.png
-  :width: 18
-
-Here, we give the full list of publicly pre-trained models supported by the Hailo Model Zoo.
-
-* Network available in `Hailo Benchmark <https://hailo.ai/developer-zone/benchmarks/>`_ are marked with |rocket|
-* Networks available in `TAPPAS <https://hailo.ai/developer-zone/tappas-apps-toolkit/>`_ are marked with |star|
-* Benchmark, TAPPAS and Recommended networks run in performance mode
-* All models were compiled using Hailo Dataflow Compiler v3.26.0
-* Supported tasks:
-
-  * `Classification`_
-  * `Object Detection`_
-  * `Semantic Segmentation`_
-  * `Pose Estimation`_
-  * `Single Person Pose Estimation`_
-  * `Face Detection`_
-  * `Instance Segmentation`_
-  * `Depth Estimation`_
-  * `Facial Landmark Detection`_
-  * `Person Re-ID`_
-  * `Super Resolution`_
-  * `Face Recognition`_
-  * `Person Attribute`_
-  * `Face Attribute`_
-  * `Zero-shot Classification`_
-  * `Stereo Depth Estimation`_
-  * `Low Light Enhancement`_
-  * `Image Denoising`_
-  * `Hand Landmark detection`_
-
-
-.. _Classification:
-
-Classification
---------------
-
-ImageNet
-^^^^^^^^
-
-.. list-table::
-   :widths: 31 9 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Accuracy (top1)
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - efficientnet_l
-     - 80.46
-     - 79.36
-     - 300x300x3
-     - 10.55
-     - 19.4
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_l/pretrained/2023-07-18/efficientnet_l.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientnet_l.hef>`_
-     - 155.208
-     - 155.208
-   * - efficientnet_lite0
-     - 74.99
-     - 73.81
-     - 224x224x3
-     - 4.63
-     - 0.78
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_lite0/pretrained/2023-07-18/efficientnet_lite0.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientnet_lite0.hef>`_
-     - 1731.95
-     - 1731.94
-   * - efficientnet_lite1
-     - 76.68
-     - 76.21
-     - 240x240x3
-     - 5.39
-     - 1.22
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_lite1/pretrained/2023-07-18/efficientnet_lite1.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientnet_lite1.hef>`_
-     - 934.714
-     - 934.709
-   * - efficientnet_lite2
-     - 77.45
-     - 76.74
-     - 260x260x3
-     - 6.06
-     - 1.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_lite2/pretrained/2023-07-18/efficientnet_lite2.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientnet_lite2.hef>`_
-     - 433.436
-     - 433.435
-   * - efficientnet_lite3
-     - 79.29
-     - 78.33
-     - 280x280x3
-     - 8.16
-     - 2.8
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_lite3/pretrained/2023-07-18/efficientnet_lite3.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientnet_lite3.hef>`_
-     - 223.849
-     - 223.848
-   * - efficientnet_lite4
-     - 80.79
-     - 79.99
-     - 300x300x3
-     - 12.95
-     - 5.10
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_lite4/pretrained/2023-07-18/efficientnet_lite4.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientnet_lite4.hef>`_
-     - 301.62
-     - 301.619
-   * - efficientnet_m |rocket|
-     - 78.91
-     - 78.63
-     - 240x240x3
-     - 6.87
-     - 7.32
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_m/pretrained/2023-07-18/efficientnet_m.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientnet_m.hef>`_
-     - 890.529
-     - 890.53
-   * - efficientnet_s
-     - 77.64
-     - 77.32
-     - 224x224x3
-     - 5.41
-     - 4.72
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_s/pretrained/2023-07-18/efficientnet_s.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientnet_s.hef>`_
-     - 1036.47
-     - 1036.47
-   * - hardnet39ds
-     - 73.43
-     - 72.92
-     - 224x224x3
-     - 3.48
-     - 0.86
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/hardnet39ds/pretrained/2021-07-20/hardnet39ds.zip>`_
-     - `link <https://github.com/PingoLH/Pytorch-HarDNet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/hardnet39ds.hef>`_
-     - 328.985
-     - 1348.15
-   * - hardnet68
-     - 75.47
-     - 75.04
-     - 224x224x3
-     - 17.56
-     - 8.5
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/hardnet68/pretrained/2021-07-20/hardnet68.zip>`_
-     - `link <https://github.com/PingoLH/Pytorch-HarDNet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/hardnet68.hef>`_
-     - 122.727
-     - 347.067
-   * - inception_v1
-     - 69.74
-     - 69.54
-     - 224x224x3
-     - 6.62
-     - 3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/inception_v1/pretrained/2023-07-18/inception_v1.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/inception_v1.hef>`_
-     - 928.649
-     - 928.906
-   * - mobilenet_v1
-     - 70.97
-     - 70.26
-     - 224x224x3
-     - 4.22
-     - 1.14
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v1/pretrained/2023-07-18/mobilenet_v1.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/mobilenet_v1.hef>`_
-     - 3489.37
-     - 3489.35
-   * - mobilenet_v2_1.0 |rocket|
-     - 71.78
-     - 71.0
-     - 224x224x3
-     - 3.49
-     - 0.62
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v2_1.0/pretrained/2021-07-11/mobilenet_v2_1.0.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/mobilenet_v2_1.0.hef>`_
-     - 2443.67
-     - 2443.68
-   * - mobilenet_v2_1.4
-     - 74.18
-     - 73.18
-     - 224x224x3
-     - 6.09
-     - 1.18
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v2_1.4/pretrained/2021-07-11/mobilenet_v2_1.4.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/mobilenet_v2_1.4.hef>`_
-     - 1676.77
-     - 1676.7
-   * - mobilenet_v3
-     - 72.21
-     - 71.73
-     - 224x224x3
-     - 4.07
-     - 2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v3/pretrained/2023-07-18/mobilenet_v3.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/mobilenet_v3.hef>`_
-     - 2488.59
-     - 2488.52
-   * - mobilenet_v3_large_minimalistic
-     - 72.11
-     - 70.96
-     - 224x224x3
-     - 3.91
-     - 0.42
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v3_large_minimalistic/pretrained/2021-07-11/mobilenet_v3_large_minimalistic.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/mobilenet_v3_large_minimalistic.hef>`_
-     - 3484.95
-     - 3485.62
-   * - regnetx_1.6gf
-     - 77.05
-     - 76.75
-     - 224x224x3
-     - 9.17
-     - 3.22
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/regnetx_1.6gf/pretrained/2021-07-11/regnetx_1.6gf.zip>`_
-     - `link <https://github.com/facebookresearch/pycls>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/regnetx_1.6gf.hef>`_
-     - 2321.66
-     - 2321.6
-   * - regnetx_800mf
-     - 75.16
-     - 74.84
-     - 224x224x3
-     - 7.24
-     - 1.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/regnetx_800mf/pretrained/2021-07-11/regnetx_800mf.zip>`_
-     - `link <https://github.com/facebookresearch/pycls>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/regnetx_800mf.hef>`_
-     - 3506.03
-     - 3506.02
-   * - repvgg_a1
-     - 74.4
-     - 72.4
-     - 224x224x3
-     - 12.79
-     - 4.7
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/repvgg/repvgg_a1/pretrained/2022-10-02/RepVGG-A1.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/repvgg_a1.hef>`_
-     - 2545.65
-     - 2545.64
-   * - repvgg_a2
-     - 76.52
-     - 74.52
-     - 224x224x3
-     - 25.5
-     - 10.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/repvgg/repvgg_a2/pretrained/2022-10-02/RepVGG-A2.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/repvgg_a2.hef>`_
-     - 911.79
-     - 911.784
-   * - resmlp12_relu
-     - 75.26
-     - 74.32
-     - 224x224x3
-     - 15.77
-     - 6.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resmlp12_relu/pretrained/2022-03-03/resmlp12_relu.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models/>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/resmlp12_relu.hef>`_
-     - 1430.06
-     - 1429.99
-   * - resnet_v1_18
-     - 71.26
-     - 71.06
-     - 224x224x3
-     - 11.68
-     - 3.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnet_v1_18/pretrained/2022-04-19/resnet_v1_18.zip>`_
-     - `link <https://github.com/yhhhli/BRECQ>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/resnet_v1_18.hef>`_
-     - 2533.72
-     - 2533.78
-   * - resnet_v1_34
-     - 72.7
-     - 72.14
-     - 224x224x3
-     - 21.79
-     - 7.34
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnet_v1_34/pretrained/2021-07-11/resnet_v1_34.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/resnet_v1_34.hef>`_
-     - 1346.63
-     - 1346.62
-   * - resnet_v1_50 |rocket| |star|
-     - 75.12
-     - 74.47
-     - 224x224x3
-     - 25.53
-     - 6.98
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnet_v1_50/pretrained/2021-07-11/resnet_v1_50.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/resnet_v1_50.hef>`_
-     - 1331.76
-     - 1331.76
-   * - resnext26_32x4d
-     - 76.18
-     - 75.78
-     - 224x224x3
-     - 15.37
-     - 4.96
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnext26_32x4d/pretrained/2023-09-18/resnext26_32x4d.zip>`_
-     - `link <https://github.com/osmr/imgclsmob/tree/master/pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/resnext26_32x4d.hef>`_
-     - 1630.58
-     - 1630.58
-   * - resnext50_32x4d
-     - 79.31
-     - 78.21
-     - 224x224x3
-     - 24.99
-     - 8.48
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnext50_32x4d/pretrained/2023-07-18/resnext50_32x4d.zip>`_
-     - `link <https://github.com/osmr/imgclsmob/tree/master/pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/resnext50_32x4d.hef>`_
-     - 398.117
-     - 398.05
-   * - squeezenet_v1.1
-     - 59.85
-     - 59.4
-     - 224x224x3
-     - 1.24
-     - 0.78
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/squeezenet_v1.1/pretrained/2023-07-18/squeezenet_v1.1.zip>`_
-     - `link <https://github.com/osmr/imgclsmob/tree/master/pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/squeezenet_v1.1.hef>`_
-     - 3035.18
-     - 3035.17
-   * - vit_base_bn
-     - 79.98
-     - 78.58
-     - 224x224x3
-     - 86.5
-     - 34.25
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/vit_base/pretrained/2023-01-25/vit_base.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/vit_base_bn.hef>`_
-     - 34.5985
-     - 126.352
-   * - vit_small_bn
-     - 78.12
-     - 77.02
-     - 224x224x3
-     - 21.12
-     - 8.62
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/vit_small/pretrained/2022-08-08/vit_small.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/vit_small_bn.hef>`_
-     - 120.661
-     - 559.253
-   * - vit_tiny_bn
-     - 68.95
-     - 66.75
-     - 224x224x3
-     - 5.73
-     - 2.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/vit_tiny/pretrained/2023-08-29/vit_tiny_bn.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/vit_tiny_bn.hef>`_
-     - 204.19
-     - 1092.91
-
-.. _Object Detection:
-
-Object Detection
-----------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 33 8 7 12 8 8 8 7 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - centernet_resnet_v1_18_postprocess
-     - 26.3
-     - 23.31
-     - 512x512x3
-     - 14.22
-     - 31.21
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/centernet/centernet_resnet_v1_18/pretrained/2023-07-18/centernet_resnet_v1_18.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/centernet_resnet_v1_18_postprocess.hef>`_
-     - 441.229
-     - 441.223
-   * - centernet_resnet_v1_50_postprocess
-     - 31.78
-     - 29.23
-     - 512x512x3
-     - 30.07
-     - 56.92
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/centernet/centernet_resnet_v1_50_postprocess/pretrained/2023-07-18/centernet_resnet_v1_50_postprocess.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/centernet_resnet_v1_50_postprocess.hef>`_
-     - 78.5698
-     - 151.005
-   * - damoyolo_tinynasL20_T
-     - 42.8
-     - 41.7
-     - 640x640x3
-     - 11.35
-     - 18.02
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/damoyolo_tinynasL20_T/pretrained/2022-12-19/damoyolo_tinynasL20_T.zip>`_
-     - `link <https://github.com/tinyvision/DAMO-YOLO>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/damoyolo_tinynasL20_T.hef>`_
-     - 133.613
-     - 324.124
-   * - damoyolo_tinynasL25_S
-     - 46.53
-     - 46.04
-     - 640x640x3
-     - 16.25
-     - 37.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/damoyolo_tinynasL25_S/pretrained/2022-12-19/damoyolo_tinynasL25_S.zip>`_
-     - `link <https://github.com/tinyvision/DAMO-YOLO>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/damoyolo_tinynasL25_S.hef>`_
-     - 125.284
-     - 125.279
-   * - damoyolo_tinynasL35_M
-     - 49.7
-     - 47.9
-     - 640x640x3
-     - 33.98
-     - 61.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/damoyolo_tinynasL35_M/pretrained/2022-12-19/damoyolo_tinynasL35_M.zip>`_
-     - `link <https://github.com/tinyvision/DAMO-YOLO>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/damoyolo_tinynasL35_M.hef>`_
-     - 51.0468
-     - 123.681
-   * - detr_resnet_v1_18_bn
-     - 33.91
-     - 30.36
-     - 800x800x3
-     - 32.42
-     - 58.97
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/detr/detr_r18/detr_resnet_v1_18/2022-09-18/detr_resnet_v1_18_bn.zip>`_
-     - `link <https://github.com/facebookresearch/detr>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/detr_resnet_v1_18_bn.hef>`_
-     - 26.8564
-     - 71.4389
-   * - efficientdet_lite0
-     - 27.32
-     - 26.49
-     - 320x320x3
-     - 3.56
-     - 1.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/efficientdet/efficientdet_lite0/pretrained/2023-04-25/efficientdet-lite0.zip>`_
-     - `link <https://github.com/google/automl/tree/master/efficientdet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientdet_lite0.hef>`_
-     - 87.3656
-     - 245.752
-   * - efficientdet_lite1
-     - 32.27
-     - 31.72
-     - 384x384x3
-     - 4.73
-     - 4
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/efficientdet/efficientdet_lite1/pretrained/2023-04-25/efficientdet-lite1.zip>`_
-     - `link <https://github.com/google/automl/tree/master/efficientdet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientdet_lite1.hef>`_
-     - 62.5294
-     - 168.514
-   * - efficientdet_lite2
-     - 35.95
-     - 34.67
-     - 448x448x3
-     - 5.93
-     - 6.84
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/efficientdet/efficientdet_lite2/pretrained/2023-04-25/efficientdet-lite2.zip>`_
-     - `link <https://github.com/google/automl/tree/master/efficientdet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/efficientdet_lite2.hef>`_
-     - 43.2493
-     - 92.2266
-   * - nanodet_repvgg  |star|
-     - 29.3
-     - 28.53
-     - 416x416x3
-     - 6.74
-     - 11.28
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/nanodet/nanodet_repvgg/pretrained/2022-02-07/nanodet.zip>`_
-     - `link <https://github.com/RangiLyu/nanodet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/nanodet_repvgg.hef>`_
-     - 991.956
-     - 992.077
-   * - nanodet_repvgg_a12
-     - 33.73
-     - 31.33
-     - 640x640x3
-     - 5.13
-     - 28.23
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/nanodet/nanodet_repvgg_a12/pretrained/2023-05-31/nanodet_repvgg_a12_640x640.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/nanodet_repvgg_a12.hef>`_
-     - 400.976
-     - 400.965
-   * - nanodet_repvgg_a1_640
-     - 33.28
-     - 32.88
-     - 640x640x3
-     - 10.79
-     - 42.8
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/nanodet/nanodet_repvgg_a1_640/pretrained/2022-07-19/nanodet_repvgg_a1_640.zip>`_
-     - `link <https://github.com/RangiLyu/nanodet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/nanodet_repvgg_a1_640.hef>`_
-     - 282.225
-     - 282.218
-   * - ssd_mobilenet_v1 |rocket| |star|
-     - 23.19
-     - 22.29
-     - 300x300x3
-     - 6.79
-     - 2.5
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/ssd/ssd_mobilenet_v1/pretrained/2023-07-18/ssd_mobilenet_v1.zip>`_
-     - `link <https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/ssd_mobilenet_v1.hef>`_
-     - 1015.95
-     - 1015.94
-   * - ssd_mobilenet_v2
-     - 24.15
-     - 22.94
-     - 300x300x3
-     - 4.46
-     - 1.52
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/ssd/ssd_mobilenet_v2/pretrained/2023-03-16/ssd_mobilenet_v2.zip>`_
-     - `link <https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/ssd_mobilenet_v2.hef>`_
-     - 137.187
-     - 356.764
-   * - tiny_yolov3
-     - 14.66
-     - 14.41
-     - 416x416x3
-     - 8.85
-     - 5.58
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/tiny_yolov3/pretrained/2021-07-11/tiny_yolov3.zip>`_
-     - `link <https://github.com/Tianxiaomo/pytorch-YOLOv4>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/tiny_yolov3.hef>`_
-     - 1044.6
-     - 1044.59
-   * - tiny_yolov4
-     - 19.18
-     - 17.73
-     - 416x416x3
-     - 6.05
-     - 6.92
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/tiny_yolov4/pretrained/2023-07-18/tiny_yolov4.zip>`_
-     - `link <https://github.com/Tianxiaomo/pytorch-YOLOv4>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/tiny_yolov4.hef>`_
-     - 1337.63
-     - 1337.54
-   * - yolov3  |star|
-     - 38.42
-     - 38.37
-     - 608x608x3
-     - 68.79
-     - 158.10
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3/pretrained/2021-08-16/yolov3.zip>`_
-     - `link <https://github.com/AlexeyAB/darknet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov3.hef>`_
-     - 33.265
-     - 47.9808
-   * - yolov3_416
-     - 37.73
-     - 37.53
-     - 416x416x3
-     - 61.92
-     - 65.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3_416/pretrained/2021-08-16/yolov3_416.zip>`_
-     - `link <https://github.com/AlexeyAB/darknet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov3_416.hef>`_
-     - 45.6488
-     - 96.8943
-   * - yolov3_gluon |rocket| |star|
-     - 37.28
-     - 35.64
-     - 608x608x3
-     - 68.79
-     - 158.1
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3_gluon/pretrained/2023-07-18/yolov3_gluon.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov3_gluon.hef>`_
-     - 38.2519
-     - 68.7707
-   * - yolov3_gluon_416  |star|
-     - 36.27
-     - 34.92
-     - 416x416x3
-     - 61.92
-     - 65.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3_gluon_416/pretrained/2023-07-18/yolov3_gluon_416.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov3_gluon_416.hef>`_
-     - 47.115
-     - 97.8943
-   * - yolov4_leaky  |star|
-     - 42.37
-     - 41.08
-     - 512x512x3
-     - 64.33
-     - 91.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov4/pretrained/2022-03-17/yolov4.zip>`_
-     - `link <https://github.com/AlexeyAB/darknet/wiki/YOLOv4-model-zoo>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov4_leaky.hef>`_
-     - 44.4488
-     - 87.9633
-   * - yolov5m
-     - 42.59
-     - 41.19
-     - 640x640x3
-     - 21.78
-     - 52.17
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m_spp/pretrained/2023-04-25/yolov5m.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov5m.hef>`_
-     - 65.308
-     - 130.748
-   * - yolov5m6_6.1
-     - 50.67
-     - 48.97
-     - 1280x1280x3
-     - 35.70
-     - 200.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m6_6.1/pretrained/2023-04-25/yolov5m6.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v6.1>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov5m6_6.1.hef>`_
-     - 25.8568
-     - 38.3845
-   * - yolov5m_6.1
-     - 44.8
-     - 43.36
-     - 640x640x3
-     - 21.17
-     - 48.96
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m_6.1/pretrained/2023-04-25/yolov5m_6.1.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v6.1>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov5m_6.1.hef>`_
-     - 83.7009
-     - 151.406
-   * - yolov5m_wo_spp |rocket|
-     - 43.06
-     - 40.76
-     - 640x640x3
-     - 22.67
-     - 52.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m/pretrained/2023-04-25/yolov5m_wo_spp.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov5m_wo_spp_60p.hef>`_
-     - 217.983
-     - 217.98
-   * - yolov5s  |star|
-     - 35.33
-     - 33.98
-     - 640x640x3
-     - 7.46
-     - 17.44
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5s_spp/pretrained/2023-04-25/yolov5s.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov5s.hef>`_
-     - 379.521
-     - 379.511
-   * - yolov5s_c3tr
-     - 37.13
-     - 35.63
-     - 640x640x3
-     - 10.29
-     - 17.02
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5s_c3tr/pretrained/2023-04-25/yolov5s_c3tr.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/tree/v6.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov5s_c3tr.hef>`_
-     - 109.528
-     - 246.763
-   * - yolov5xs_wo_spp
-     - 33.18
-     - 32.2
-     - 512x512x3
-     - 7.85
-     - 11.36
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5xs/pretrained/2023-04-25/yolov5xs.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov5xs_wo_spp.hef>`_
-     - 175.324
-     - 437.664
-   * - yolov5xs_wo_spp_nms_core
-     - 32.57
-     - 31.06
-     - 512x512x3
-     - 7.85
-     - 11.36
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5xs/pretrained/2022-05-10/yolov5xs_wo_spp_nms.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov5xs_wo_spp_nms_core.hef>`_
-     - 100.493
-     - 100.493
-   * - yolov6n
-     - 34.28
-     - 32.18
-     - 640x640x3
-     - 4.32
-     - 11.12
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov6n/pretrained/2023-05-31/yolov6n.zip>`_
-     - `link <https://github.com/meituan/YOLOv6/releases/tag/0.1.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov6n.hef>`_
-     - 1249.65
-     - 1249.62
-   * - yolov6n_0.2.1
-     - 35.16
-     - 33.66
-     - 640x640x3
-     - 4.33
-     - 11.06
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov6n_0.2.1/pretrained/2023-04-17/yolov6n_0.2.1.zip>`_
-     - `link <https://github.com/meituan/YOLOv6/releases/tag/0.2.1>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov6n_0.2.1.hef>`_
-     - 801.552
-     - 801.456
-   * - yolov7
-     - 50.59
-     - 47.89
-     - 640x640x3
-     - 36.91
-     - 104.51
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov7/pretrained/2023-04-25/yolov7.zip>`_
-     - `link <https://github.com/WongKinYiu/yolov7>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov7.hef>`_
-     - 47.448
-     - 81.0344
-   * - yolov7_tiny
-     - 37.07
-     - 35.97
-     - 640x640x3
-     - 6.22
-     - 13.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov7_tiny/pretrained/2023-04-25/yolov7_tiny.zip>`_
-     - `link <https://github.com/WongKinYiu/yolov7>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov7_tiny.hef>`_
-     - 373.122
-     - 373.11
-   * - yolov7e6
-     - 55.37
-     - 53.47
-     - 1280x1280x3
-     - 97.20
-     - 515.12
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov7e6/pretrained/2023-04-25/yolov7-e6.zip>`_
-     - `link <https://github.com/WongKinYiu/yolov7>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov7e6.hef>`_
-     - 7.86357
-     - 10.129
-   * - yolov8l
-     - 52.44
-     - 51.78
-     - 640x640x3
-     - 43.7
-     - 165.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8l/2023-02-02/yolov8l.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov8l.hef>`_
-     - 29.5984
-     - 52.7786
-   * - yolov8m
-     - 49.91
-     - 49.11
-     - 640x640x3
-     - 25.9
-     - 78.93
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8m/2023-02-02/yolov8m.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov8m.hef>`_
-     - 56.3972
-     - 112.155
-   * - yolov8n
-     - 37.02
-     - 36.32
-     - 640x640x3
-     - 3.2
-     - 8.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8n/2023-01-30/yolov8n.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov8n.hef>`_
-     - 855.471
-     - 855.462
-   * - yolov8s
-     - 44.58
-     - 43.98
-     - 640x640x3
-     - 11.2
-     - 28.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8s/2023-02-02/yolov8s.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov8s.hef>`_
-     - 125.95
-     - 270.492
-   * - yolov8x
-     - 53.45
-     - 52.75
-     - 640x640x3
-     - 68.2
-     - 258
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8x/2023-02-02/yolov8x.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov8x.hef>`_
-     - 19.1925
-     - 30.3876
-   * - yolox_l_leaky  |star|
-     - 48.69
-     - 46.71
-     - 640x640x3
-     - 54.17
-     - 155.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox_l_leaky/pretrained/2023-05-31/yolox_l_leaky.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolox_l_leaky.hef>`_
-     - 33.1201
-     - 54.3777
-   * - yolox_s_leaky
-     - 38.12
-     - 37.27
-     - 640x640x3
-     - 8.96
-     - 26.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox_s_leaky/pretrained/2023-05-31/yolox_s_leaky.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolox_s_leaky.hef>`_
-     - 250.702
-     - 250.697
-   * - yolox_s_wide_leaky
-     - 42.4
-     - 40.97
-     - 640x640x3
-     - 20.12
-     - 59.46
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox_s_wide_leaky/pretrained/2023-05-31/yolox_s_wide_leaky.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolox_s_wide_leaky.hef>`_
-     - 73.6626
-     - 131.346
-   * - yolox_tiny
-     - 32.64
-     - 31.39
-     - 416x416x3
-     - 5.05
-     - 6.44
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox/yolox_tiny/pretrained/2023-05-31/yolox_tiny.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolox_tiny.hef>`_
-     - 225.587
-     - 634.08
-
-VisDrone
-^^^^^^^^
-
-.. list-table::
-   :widths: 31 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - ssd_mobilenet_v1_visdrone  |star|
-     - 2.37
-     - 2.22
-     - 300x300x3
-     - 5.64
-     - 2.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-Visdrone/ssd/ssd_mobilenet_v1_visdrone/pretrained/2023-07-18/ssd_mobilenet_v1_visdrone.zip>`_
-     - `link <https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/ssd_mobilenet_v1_visdrone.hef>`_
-     - 1212.8
-     - 1212.72
-
-.. _Semantic Segmentation:
-
-Semantic Segmentation
----------------------
-
-Cityscapes
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 31 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mIoU
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - fcn8_resnet_v1_18  |star|
-     - 69.41
-     - 69.21
-     - 1024x1920x3
-     - 11.20
-     - 142.82
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Cityscapes/fcn8_resnet_v1_18/pretrained/2023-06-22/fcn8_resnet_v1_18.zip>`_
-     - `link <https://mmsegmentation.readthedocs.io/en/latest>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/fcn8_resnet_v1_18.hef>`_
-     - 42.6506
-     - 42.6503
-   * - segformer_b0_bn
-     - 69.81
-     - 68.01
-     - 512x1024x3
-     - 3.72
-     - 27.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Cityscapes/segformer_b0_512x1024_bn/pretrained/2023-09-04/segformer_b0_512x1024_bn.zip>`_
-     - `link <https://github.com/NVlabs/SegFormer>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/segformer_b0_bn.hef>`_
-     - 8.33
-     - 11.729
-   * - stdc1 |rocket|
-     - 74.57
-     - 73.92
-     - 1024x1920x3
-     - 8.27
-     - 126.47
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Cityscapes/stdc1/pretrained/2023-06-12/stdc1.zip>`_
-     - `link <https://mmsegmentation.readthedocs.io/en/latest>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/stdc1.hef>`_
-     - 59.6441
-     - 59.644
-
-Oxford-IIIT Pet
-^^^^^^^^^^^^^^^
-
-.. list-table::
-   :widths: 31 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mIoU
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - unet_mobilenet_v2
-     - 77.32
-     - 77.02
-     - 256x256x3
-     - 10.08
-     - 28.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Oxford_Pet/unet_mobilenet_v2/pretrained/2022-02-03/unet_mobilenet_v2.zip>`_
-     - `link <https://www.tensorflow.org/tutorials/images/segmentation>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/unet_mobilenet_v2.hef>`_
-     - 445.763
-     - 445.762
-
-Pascal VOC
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 36 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mIoU
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - deeplab_v3_mobilenet_v2
-     - 76.05
-     - 74.8
-     - 513x513x3
-     - 2.10
-     - 17.65
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Pascal/deeplab_v3_mobilenet_v2_dilation/pretrained/2023-08-22/deeplab_v3_mobilenet_v2_dilation.zip>`_
-     - `link <https://github.com/bonlime/keras-deeplab-v3-plus>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/deeplab_v3_mobilenet_v2.hef>`_
-     - 89.4331
-     - 89.432
-   * - deeplab_v3_mobilenet_v2_wo_dilation
-     - 71.46
-     - 71.26
-     - 513x513x3
-     - 2.10
-     - 3.21
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Pascal/deeplab_v3_mobilenet_v2/pretrained/2021-08-12/deeplab_v3_mobilenet_v2.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/deeplab>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/deeplab_v3_mobilenet_v2_wo_dilation.hef>`_
-     - 262.235
-     - 262.228
-
-.. _Pose Estimation:
-
-Pose Estimation
----------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 24 8 9 18 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - AP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - centerpose_regnetx_1.6gf_fpn  |star|
-     - 53.54
-     - 52.84
-     - 640x640x3
-     - 14.28
-     - 64.58
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PoseEstimation/centerpose_regnetx_1.6gf_fpn/pretrained/2022-03-23/centerpose_regnetx_1.6gf_fpn.zip>`_
-     - `link <https://github.com/tensorboy/centerpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/centerpose_regnetx_1.6gf_fpn.hef>`_
-     - 132.748
-     - 132.746
-   * - centerpose_regnetx_800mf
-     - 44.07
-     - 42.97
-     - 512x512x3
-     - 12.31
-     - 86.12
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PoseEstimation/centerpose_regnetx_800mf/pretrained/2021-07-11/centerpose_regnetx_800mf.zip>`_
-     - `link <https://github.com/tensorboy/centerpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/centerpose_regnetx_800mf.hef>`_
-     - 132.415
-     - 132.408
-   * - centerpose_repvgg_a0  |star|
-     - 39.17
-     - 37.17
-     - 416x416x3
-     - 11.71
-     - 28.27
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PoseEstimation/centerpose_repvgg_a0/pretrained/2021-09-26/centerpose_repvgg_a0.zip>`_
-     - `link <https://github.com/tensorboy/centerpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/centerpose_repvgg_a0.hef>`_
-     - 512.87
-     - 512.863
-
-.. _Single Person Pose Estimation:
-
-Single Person Pose Estimation
------------------------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 24 8 9 18 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - AP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - mspn_regnetx_800mf  |star|
-     - 70.8
-     - 70.3
-     - 256x192x3
-     - 7.17
-     - 2.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/mspn_regnetx_800mf/pretrained/2022-07-12/mspn_regnetx_800mf.zip>`_
-     - `link <https://github.com/open-mmlab/mmpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/mspn_regnetx_800mf.hef>`_
-     - 1843.36
-     - 1840.82
-   * - vit_pose_small
-     - 74.16
-     - 71.6
-     - 256x192x3
-     - 24.29
-     - 17.17
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/vit/vit_pose_small/pretrained/2023-11-14/vit_pose_small.zip>`_
-     - `link <https://github.com/ViTAE-Transformer/ViTPose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/vit_pose_small.hef>`_
-     - 32.9208
-     - 154.658
-   * - vit_pose_small_bn
-     - 72.01
-     - 70.81
-     - 256x192x3
-     - 24.32
-     - 17.17
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/vit/vit_pose_small_bn/pretrained/2023-07-20/vit_pose_small_bn.zip>`_
-     - `link <https://github.com/ViTAE-Transformer/ViTPose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/vit_pose_small_bn.hef>`_
-     - 60.9302
-     - 247.454
-
-.. _Face Detection:
-
-Face Detection
---------------
-
-WiderFace
-^^^^^^^^^
-
-.. list-table::
-   :widths: 24 7 12 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - lightface_slim  |star|
-     - 39.7
-     - 39.22
-     - 240x320x3
-     - 0.26
-     - 0.16
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/lightface_slim/2021-07-18/lightface_slim.zip>`_
-     - `link <https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/lightface_slim.hef>`_
-     - 4206.18
-     - 4206.06
-   * - retinaface_mobilenet_v1  |star|
-     - 81.27
-     - 81.17
-     - 736x1280x3
-     - 3.49
-     - 25.14
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/retinaface_mobilenet_v1_hd/2023-07-18/retinaface_mobilenet_v1_hd.zip>`_
-     - `link <https://github.com/biubug6/Pytorch_Retinaface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/retinaface_mobilenet_v1.hef>`_
-     - 104.626
-     - 104.624
-   * - scrfd_10g
-     - 82.13
-     - 82.03
-     - 640x640x3
-     - 4.23
-     - 26.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/scrfd/scrfd_10g/pretrained/2022-09-07/scrfd_10g.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/scrfd_10g.hef>`_
-     - 292.285
-     - 292.278
-   * - scrfd_2.5g
-     - 76.59
-     - 76.32
-     - 640x640x3
-     - 0.82
-     - 6.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/scrfd/scrfd_2.5g/pretrained/2022-09-07/scrfd_2.5g.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/scrfd_2.5g.hef>`_
-     - 694.727
-     - 694.64
-   * - scrfd_500m
-     - 68.98
-     - 68.88
-     - 640x640x3
-     - 0.63
-     - 1.5
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/scrfd/scrfd_500m/pretrained/2022-09-07/scrfd_500m.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/scrfd_500m.hef>`_
-     - 831.076
-     - 830.989
-
-.. _Instance Segmentation:
-
-Instance Segmentation
----------------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 34 7 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - yolact_regnetx_1.6gf
-     - 27.57
-     - 27.27
-     - 512x512x3
-     - 30.09
-     - 125.34
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolact_regnetx_1.6gf/pretrained/2022-11-30/yolact_regnetx_1.6gf.zip>`_
-     - `link <https://github.com/dbolya/yolact>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolact_regnetx_1.6gf.hef>`_
-     - 40.2637
-     - 79.7636
-   * - yolact_regnetx_800mf
-     - 25.61
-     - 25.5
-     - 512x512x3
-     - 28.3
-     - 116.75
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolact_regnetx_800mf/pretrained/2022-11-30/yolact_regnetx_800mf.zip>`_
-     - `link <https://github.com/dbolya/yolact>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolact_regnetx_800mf.hef>`_
-     - 35.1857
-     - 65.5711
-   * - yolov5l_seg
-     - 39.78
-     - 39.09
-     - 640x640x3
-     - 47.89
-     - 147.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5l/pretrained/2022-10-30/yolov5l-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov5l_seg.hef>`_
-     - 33.4538
-     - 53.3109
-   * - yolov5m_seg
-     - 37.05
-     - 36.32
-     - 640x640x3
-     - 32.60
-     - 70.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5m/pretrained/2022-10-30/yolov5m-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov5m_seg.hef>`_
-     - 61.7092
-     - 106.821
-   * - yolov5n_seg  |star|
-     - 23.35
-     - 22.75
-     - 640x640x3
-     - 1.99
-     - 7.1
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5n/pretrained/2022-10-30/yolov5n-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov5n_seg.hef>`_
-     - 184.261
-     - 184.236
-   * - yolov5s_seg
-     - 31.57
-     - 30.49
-     - 640x640x3
-     - 7.61
-     - 26.42
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5s/pretrained/2022-10-30/yolov5s-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov5s_seg.hef>`_
-     - 92.2305
-     - 92.2163
-   * - yolov8m_seg
-     - 40.6
-     - 39.88
-     - 640x640x3
-     - 27.3
-     - 110.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov8/yolov8m/pretrained/2023-03-06/yolov8m-seg.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov8m_seg.hef>`_
-     - 44.5823
-     - 85.8304
-   * - yolov8n_seg
-     - 30.32
-     - 29.68
-     - 640x640x3
-     - 3.4
-     - 12.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov8/yolov8n/pretrained/2023-03-06/yolov8n-seg.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov8n_seg.hef>`_
-     - 165.335
-     - 408.028
-   * - yolov8s_seg
-     - 36.63
-     - 36.03
-     - 640x640x3
-     - 11.8
-     - 42.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov8/yolov8s/pretrained/2023-03-06/yolov8s-seg.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/yolov8s_seg.hef>`_
-     - 99.3603
-     - 202.581
-
-.. _Depth Estimation:
-
-Depth Estimation
-----------------
-
-NYU
-^^^
-
-.. list-table::
-   :widths: 34 7 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - RMSE
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - fast_depth  |star|
-     - 0.6
-     - 0.62
-     - 224x224x3
-     - 1.35
-     - 0.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/DepthEstimation/indoor/fast_depth/pretrained/2021-10-18/fast_depth.zip>`_
-     - `link <https://github.com/dwofk/fast-depth>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/fast_depth.hef>`_
-     - 1819.24
-     - 1820.23
-   * - scdepthv3
-     - 0.48
-     - 0.51
-     - 256x320x3
-     - 14.8
-     - 10.7
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/DepthEstimation/indoor/scdepthv3/pretrained/2023-07-20/scdepthv3.zip>`_
-     - `link <https://github.com/JiawangBian/sc_depth_pl/>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/scdepthv3.hef>`_
-     - 777.772
-     - 777.764
-
-.. _Facial Landmark Detection:
-
-Facial Landmark Detection
--------------------------
-
-AFLW2k3d
-^^^^^^^^
-
-.. list-table::
-   :widths: 28 8 8 16 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - NME
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - tddfa_mobilenet_v1  |star|
-     - 3.68
-     - 4.05
-     - 120x120x3
-     - 3.26
-     - 0.36
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceLandmarks3d/tddfa/tddfa_mobilenet_v1/pretrained/2021-11-28/tddfa_mobilenet_v1.zip>`_
-     - `link <https://github.com/cleardusk/3DDFA_V2>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/tddfa_mobilenet_v1.hef>`_
-     - 10077.0
-     - 10084.0
-
-.. _Person Re-ID:
-
-Person Re-ID
-------------
-
-Market1501
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 28 8 9 13 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - rank1
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - osnet_x1_0
-     - 94.43
-     - 93.63
-     - 256x128x3
-     - 2.19
-     - 1.98
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PersonReID/osnet_x1_0/2022-05-19/osnet_x1_0.zip>`_
-     - `link <https://github.com/KaiyangZhou/deep-person-reid>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/osnet_x1_0.hef>`_
-     - 159.273
-     - 545.392
-   * - repvgg_a0_person_reid_512  |star|
-     - 89.9
-     - 89.3
-     - 256x128x3
-     - 7.68
-     - 1.78
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/HailoNets/MCPReID/reid/repvgg_a0_person_reid_512/2022-04-18/repvgg_a0_person_reid_512.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/repvgg_a0_person_reid_512.hef>`_
-     - 5204.97
-     - 5204.94
-
-.. _Super Resolution:
-
-Super Resolution
-----------------
-
-BSD100
-^^^^^^
-
-.. list-table::
-   :widths: 32 8 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - espcn_x2
-     - 31.4
-     - 30.3
-     - 156x240x1
-     - 0.02
-     - 1.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SuperResolution/espcn/espcn_x2/2022-08-02/espcn_x2.zip>`_
-     - `link <https://github.com/Lornatang/ESPCN-PyTorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/espcn_x2.hef>`_
-     - 1164.97
-     - 1164.95
-   * - espcn_x3
-     - 28.41
-     - 28.06
-     - 104x160x1
-     - 0.02
-     - 0.76
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SuperResolution/espcn/espcn_x3/2022-08-02/espcn_x3.zip>`_
-     - `link <https://github.com/Lornatang/ESPCN-PyTorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/espcn_x3.hef>`_
-     - 2218.23
-     - 2218.23
-   * - espcn_x4
-     - 26.83
-     - 26.58
-     - 78x120x1
-     - 0.02
-     - 0.46
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SuperResolution/espcn/espcn_x4/2022-08-02/espcn_x4.zip>`_
-     - `link <https://github.com/Lornatang/ESPCN-PyTorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/espcn_x4.hef>`_
-     - 2189.52
-     - 2189.5
-
-.. _Face Recognition:
-
-Face Recognition
-----------------
-
-LFW
-^^^
-
-.. list-table::
-   :widths: 12 7 12 14 9 8 10 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - lfw verification accuracy
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - arcface_mobilefacenet
-     - 99.43
-     - 99.41
-     - 112x112x3
-     - 2.04
-     - 0.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceRecognition/arcface/arcface_mobilefacenet/pretrained/2022-08-24/arcface_mobilefacenet.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/arcface_mobilefacenet.hef>`_
-     - 3354.68
-     - 3354.67
-   * - arcface_r50
-     - 99.72
-     - 99.71
-     - 112x112x3
-     - 31.0
-     - 12.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceRecognition/arcface/arcface_r50/pretrained/2022-08-24/arcface_r50.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/arcface_r50.hef>`_
-     - 101.995
-     - 388.718
-
-.. _Person Attribute:
-
-Person Attribute
-----------------
-
-PETA
-^^^^
-
-.. list-table::
-   :widths: 24 14 12 14 9 8 10 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Mean Accuracy
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - person_attr_resnet_v1_18
-     - 82.5
-     - 82.61
-     - 224x224x3
-     - 11.19
-     - 3.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/person_attr_resnet_v1_18/pretrained/2022-06-11/person_attr_resnet_v1_18.zip>`_
-     - `link <https://github.com/dangweili/pedestrian-attribute-recognition-pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/person_attr_resnet_v1_18.hef>`_
-     - 2533.86
-     - 2533.77
-
-.. _Face Attribute:
-
-Face Attribute
---------------
-
-CELEBA
-^^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Mean Accuracy
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - face_attr_resnet_v1_18
-     - 81.19
-     - 81.09
-     - 218x178x3
-     - 11.74
-     - 3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceAttr/face_attr_resnet_v1_18/2022-06-09/face_attr_resnet_v1_18.zip>`_
-     - `link <https://github.com/d-li14/face-attribute-prediction>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/face_attr_resnet_v1_18.hef>`_
-     - 2928.63
-     - 2929.11
-
-.. _Zero-shot Classification:
-
-Zero-shot Classification
-------------------------
-
-CIFAR100
-^^^^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Accuracy (top1)
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - clip_resnet_50
-     - 42.07
-     - 38.57
-     - 224x224x3
-     - 38.72
-     - 11.62
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/clip_resnet_50/pretrained/2023-03-09/clip_resnet_50.zip>`_
-     - `link <https://github.com/openai/CLIP>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/clip_resnet_50.hef>`_
-     - 94.6622
-     - 383.319
-
-.. _Stereo Depth Estimation:
-
-Stereo Depth Estimation
------------------------
-
-N/A
-^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - EPE
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - stereonet
-     - 91.79
-     - 89.14
-     - 368X1232X3, 368X1232X3
-     - 5.91
-     - 126.28
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/DisparityEstimation/stereonet/pretrained/2023-05-31/stereonet.zip>`_
-     - `link <https://github.com/nivosco/StereoNet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/stereonet.hef>`_
-     - 3.93173
-     - 2.66557
-
-.. _Low Light Enhancement:
-
-Low Light Enhancement
----------------------
-
-LOL
-^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - zero_dce
-     - 16.23
-     - 16.24
-     - 400x600x3
-     - 0.21
-     - 38.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/LowLightEnhancement/LOL/zero_dce/pretrained/2023-04-23/zero_dce.zip>`_
-     - `link <Internal>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/zero_dce.hef>`_
-     - 110.691
-     - 110.687
-   * - zero_dce_pp
-     - 15.95
-     - 15.82
-     - 400x600x3
-     - 0.02
-     - 4.84
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/LowLightEnhancement/LOL/zero_dce_pp/pretrained/2023-07-03/zero_dce_pp.zip>`_
-     - `link <Internal>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/zero_dce_pp.hef>`_
-     - 101.229
-     - 101.224
-
-.. _Image Denoising:
-
-Image Denoising
----------------
-
-BSD68
-^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - dncnn3
-     - 31.46
-     - 31.26
-     - 321x481x1
-     - 0.66
-     - 205.26
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ImageDenoising/dncnn3/2023-06-15/dncnn3.zip>`_
-     - `link <https://github.com/cszn/KAIR>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/dncnn3.hef>`_
-     - 60.2436
-     - 60.241
-
-CBSD68
-^^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - dncnn_color_blind
-     - 33.87
-     - 32.97
-     - 321x481x3
-     - 0.66
-     - 205.97
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ImageDenoising/dncnn_color_blind/2023-06-25/dncnn_color_blind.zip>`_
-     - `link <https://github.com/cszn/KAIR>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/dncnn_color_blind.hef>`_
-     - 60.2437
-     - 60.2424
-
-.. _Hand Landmark detection:
-
-Hand Landmark detection
------------------------
-
-Hand Landmark
-^^^^^^^^^^^^^
-
-.. list-table::
-   :header-rows: 1
-
-   * - Network Name
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - hand_landmark_lite
-     - 224x224x3
-     - 1.01
-     - 0.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/HandLandmark/hand_landmark_lite/2023-07-18/hand_landmark_lite.zip>`_
-     - `link <https://github.com/google/mediapipe>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8/hand_landmark_lite.hef>`_
-     - 2,672.09
-     - 2,671.97
diff --git a/docs/PUBLIC_MODELS_HAILO8L.rst b/docs/PUBLIC_MODELS_HAILO8L.rst
deleted file mode 100644
index a386bb39..00000000
--- a/docs/PUBLIC_MODELS_HAILO8L.rst
+++ /dev/null
@@ -1,1827 +0,0 @@
-
-Public Pre-Trained Models
-=========================
-
-.. |rocket| image:: images/rocket.png
-  :width: 18
-
-.. |star| image:: images/star.png
-  :width: 18
-
-Here, we give the full list of publicly pre-trained models supported by the Hailo Model Zoo.
-
-* Network available in `Hailo Benchmark <https://hailo.ai/developer-zone/benchmarks/>`_ are marked with |rocket|
-* Networks available in `TAPPAS <https://hailo.ai/developer-zone/tappas-apps-toolkit/>`_ are marked with |star|
-* Benchmark, TAPPAS and Recommended networks run in performance mode
-* All models were compiled using Hailo Dataflow Compiler v3.26.0
-* Supported tasks:
-
-  * `Classification`_
-  * `Object Detection`_
-  * `Semantic Segmentation`_
-  * `Pose Estimation`_
-  * `Single Person Pose Estimation`_
-  * `Face Detection`_
-  * `Instance Segmentation`_
-  * `Depth Estimation`_
-  * `Facial Landmark Detection`_
-  * `Person Re-ID`_
-  * `Super Resolution`_
-  * `Face Recognition`_
-  * `Person Attribute`_
-  * `Face Attribute`_
-  * `Zero-shot Classification`_
-  * `Low Light Enhancement`_
-  * `Image Denoising`_
-  * `Hand Landmark detection`_
-
-
-.. _Classification:
-
-Classification
---------------
-
-ImageNet
-^^^^^^^^
-
-.. list-table::
-   :widths: 31 9 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Accuracy (top1)
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - efficientnet_l
-     - 80.46
-     - 79.36
-     - 300x300x3
-     - 10.55
-     - 19.4
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_l/pretrained/2023-07-18/efficientnet_l.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/efficientnet_l.hef>`_
-     - 56.71
-     - 109.825
-   * - efficientnet_lite0
-     - 74.99
-     - 73.81
-     - 224x224x3
-     - 4.63
-     - 0.78
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_lite0/pretrained/2023-07-18/efficientnet_lite0.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/efficientnet_lite0.hef>`_
-     - 200.791
-     - 592.842
-   * - efficientnet_lite1
-     - 76.68
-     - 76.21
-     - 240x240x3
-     - 5.39
-     - 1.22
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_lite1/pretrained/2023-07-18/efficientnet_lite1.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/efficientnet_lite1.hef>`_
-     - 149.46
-     - 473.42
-   * - efficientnet_lite2
-     - 77.45
-     - 76.74
-     - 260x260x3
-     - 6.06
-     - 1.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_lite2/pretrained/2023-07-18/efficientnet_lite2.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/efficientnet_lite2.hef>`_
-     - 104.729
-     - 269.654
-   * - efficientnet_lite3
-     - 79.29
-     - 78.33
-     - 280x280x3
-     - 8.16
-     - 2.8
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_lite3/pretrained/2023-07-18/efficientnet_lite3.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/efficientnet_lite3.hef>`_
-     - 82.263
-     - 202.658
-   * - efficientnet_lite4
-     - 80.79
-     - 79.99
-     - 300x300x3
-     - 12.95
-     - 5.10
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_lite4/pretrained/2023-07-18/efficientnet_lite4.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/efficientnet_lite4.hef>`_
-     - 59.644
-     - 139.63
-   * - efficientnet_m |rocket|
-     - 78.91
-     - 78.63
-     - 240x240x3
-     - 6.87
-     - 7.32
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_m/pretrained/2023-07-18/efficientnet_m.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/efficientnet_m.hef>`_
-     - 114.462
-     - 305.483
-   * - efficientnet_s
-     - 77.64
-     - 77.32
-     - 224x224x3
-     - 5.41
-     - 4.72
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/efficientnet_s/pretrained/2023-07-18/efficientnet_s.zip>`_
-     - `link <https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/efficientnet_s.hef>`_
-     - 161.139
-     - 443.031
-   * - hardnet39ds
-     - 73.43
-     - 72.92
-     - 224x224x3
-     - 3.48
-     - 0.86
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/hardnet39ds/pretrained/2021-07-20/hardnet39ds.zip>`_
-     - `link <https://github.com/PingoLH/Pytorch-HarDNet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/hardnet39ds.hef>`_
-     - 240.189
-     - 762.636
-   * - hardnet68
-     - 75.47
-     - 75.04
-     - 224x224x3
-     - 17.56
-     - 8.5
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/hardnet68/pretrained/2021-07-20/hardnet68.zip>`_
-     - `link <https://github.com/PingoLH/Pytorch-HarDNet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/hardnet68.hef>`_
-     - 90.4991
-     - 208.453
-   * - inception_v1
-     - 69.74
-     - 69.54
-     - 224x224x3
-     - 6.62
-     - 3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/inception_v1/pretrained/2023-07-18/inception_v1.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/inception_v1.hef>`_
-     - 200.725
-     - 517.308
-   * - mobilenet_v1
-     - 70.97
-     - 70.26
-     - 224x224x3
-     - 4.22
-     - 1.14
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v1/pretrained/2023-07-18/mobilenet_v1.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/mobilenet_v1.hef>`_
-     - 1867.24
-     - 1867.24
-   * - mobilenet_v2_1.0 |rocket|
-     - 71.78
-     - 71.0
-     - 224x224x3
-     - 3.49
-     - 0.62
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v2_1.0/pretrained/2021-07-11/mobilenet_v2_1.0.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/mobilenet_v2_1.0.hef>`_
-     - 280.588
-     - 769.309
-   * - mobilenet_v2_1.4
-     - 74.18
-     - 73.18
-     - 224x224x3
-     - 6.09
-     - 1.18
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v2_1.4/pretrained/2021-07-11/mobilenet_v2_1.4.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/v1.13.0/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/mobilenet_v2_1.4.hef>`_
-     - 192.125
-     - 604.039
-   * - mobilenet_v3
-     - 72.21
-     - 71.73
-     - 224x224x3
-     - 4.07
-     - 2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v3/pretrained/2023-07-18/mobilenet_v3.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/mobilenet_v3.hef>`_
-     - 224.057
-     - 793.835
-   * - mobilenet_v3_large_minimalistic
-     - 72.11
-     - 70.96
-     - 224x224x3
-     - 3.91
-     - 0.42
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/mobilenet_v3_large_minimalistic/pretrained/2021-07-11/mobilenet_v3_large_minimalistic.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/mobilenet_v3_large_minimalistic.hef>`_
-     - 378.25
-     - 1154.23
-   * - regnetx_1.6gf
-     - 77.05
-     - 76.75
-     - 224x224x3
-     - 9.17
-     - 3.22
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/regnetx_1.6gf/pretrained/2021-07-11/regnetx_1.6gf.zip>`_
-     - `link <https://github.com/facebookresearch/pycls>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/regnetx_1.6gf.hef>`_
-     - 231.978
-     - 666.948
-   * - regnetx_800mf
-     - 75.16
-     - 74.84
-     - 224x224x3
-     - 7.24
-     - 1.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/regnetx_800mf/pretrained/2021-07-11/regnetx_800mf.zip>`_
-     - `link <https://github.com/facebookresearch/pycls>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/regnetx_800mf.hef>`_
-     - 3506.03
-     - 3506.02
-   * - repvgg_a1
-     - 74.4
-     - 72.4
-     - 224x224x3
-     - 12.79
-     - 4.7
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/repvgg/repvgg_a1/pretrained/2022-10-02/RepVGG-A1.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/repvgg_a1.hef>`_
-     - 231.257
-     - 664.813
-   * - repvgg_a2
-     - 76.52
-     - 74.52
-     - 224x224x3
-     - 25.5
-     - 10.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/repvgg/repvgg_a2/pretrained/2022-10-02/RepVGG-A2.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/repvgg_a2.hef>`_
-     - 136.261
-     - 329.01
-   * - resmlp12_relu
-     - 75.26
-     - 74.32
-     - 224x224x3
-     - 15.77
-     - 6.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resmlp12_relu/pretrained/2022-03-03/resmlp12_relu.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models/>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/resmlp12_relu.hef>`_
-     - 45.157
-     - 191.254
-   * - resnet_v1_18
-     - 71.26
-     - 71.06
-     - 224x224x3
-     - 11.68
-     - 3.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnet_v1_18/pretrained/2022-04-19/resnet_v1_18.zip>`_
-     - `link <https://github.com/yhhhli/BRECQ>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/resnet_v1_18.hef>`_
-     - 915.657
-     - 915.653
-   * - resnet_v1_34
-     - 72.7
-     - 72.14
-     - 224x224x3
-     - 21.79
-     - 7.34
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnet_v1_34/pretrained/2021-07-11/resnet_v1_34.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/resnet_v1_34.hef>`_
-     - 156.259
-     - 414.778
-   * - resnet_v1_50 |rocket| |star|
-     - 75.12
-     - 74.47
-     - 224x224x3
-     - 25.53
-     - 6.98
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnet_v1_50/pretrained/2021-07-11/resnet_v1_50.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/slim>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/resnet_v1_50.hef>`_
-     - 136.806
-     - 503.725
-   * - resnext26_32x4d
-     - 76.18
-     - 75.78
-     - 224x224x3
-     - 15.37
-     - 4.96
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnext26_32x4d/pretrained/2023-09-18/resnext26_32x4d.zip>`_
-     - `link <https://github.com/osmr/imgclsmob/tree/master/pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/resnext26_32x4d.hef>`_
-     - 174.067
-     - 474.646
-   * - resnext50_32x4d
-     - 79.31
-     - 78.21
-     - 224x224x3
-     - 24.99
-     - 8.48
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/resnext50_32x4d/pretrained/2023-07-18/resnext50_32x4d.zip>`_
-     - `link <https://github.com/osmr/imgclsmob/tree/master/pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/resnext50_32x4d.hef>`_
-     - 107.693
-     - 285.32
-   * - squeezenet_v1.1
-     - 59.85
-     - 59.4
-     - 224x224x3
-     - 1.24
-     - 0.78
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/squeezenet_v1.1/pretrained/2023-07-18/squeezenet_v1.1.zip>`_
-     - `link <https://github.com/osmr/imgclsmob/tree/master/pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/squeezenet_v1.1.hef>`_
-     - 1726.48
-     - 1730.74
-   * - vit_base_bn
-     - 79.98
-     - 78.58
-     - 224x224x3
-     - 86.5
-     - 34.25
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/vit_base/pretrained/2023-01-25/vit_base.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/vit_base_bn.hef>`_
-     - 28.056
-     - 77.86
-   * - vit_small_bn
-     - 78.12
-     - 77.02
-     - 224x224x3
-     - 21.12
-     - 8.62
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/vit_small/pretrained/2022-08-08/vit_small.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/vit_small_bn.hef>`_
-     - 83.197
-     - 310.282
-   * - vit_tiny_bn
-     - 68.95
-     - 66.75
-     - 224x224x3
-     - 5.73
-     - 2.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/vit_tiny/pretrained/2023-08-29/vit_tiny_bn.zip>`_
-     - `link <https://github.com/rwightman/pytorch-image-models>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/vit_tiny_bn.hef>`_
-     - 138.727
-     - 596.574
-
-.. _Object Detection:
-
-Object Detection
-----------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 33 8 7 12 8 8 8 7 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - centernet_resnet_v1_18_postprocess
-     - 26.3
-     - 23.31
-     - 512x512x3
-     - 14.22
-     - 31.21
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/centernet/centernet_resnet_v1_18/pretrained/2023-07-18/centernet_resnet_v1_18.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/centernet_resnet_v1_18_postprocess.hef>`_
-     - 95.3632
-     - 149.8
-   * - centernet_resnet_v1_50_postprocess
-     - 31.78
-     - 29.23
-     - 512x512x3
-     - 30.07
-     - 56.92
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/centernet/centernet_resnet_v1_50_postprocess/pretrained/2023-07-18/centernet_resnet_v1_50_postprocess.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/centernet_resnet_v1_50_postprocess.hef>`_
-     - 52.0467
-     - 81.0303
-   * - damoyolo_tinynasL20_T
-     - 42.8
-     - 41.7
-     - 640x640x3
-     - 11.35
-     - 18.02
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/damoyolo_tinynasL20_T/pretrained/2022-12-19/damoyolo_tinynasL20_T.zip>`_
-     - `link <https://github.com/tinyvision/DAMO-YOLO>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/damoyolo_tinynasL20_T.hef>`_
-     - 93.7939
-     - 183.896
-   * - damoyolo_tinynasL25_S
-     - 46.53
-     - 46.04
-     - 640x640x3
-     - 16.25
-     - 37.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/damoyolo_tinynasL25_S/pretrained/2022-12-19/damoyolo_tinynasL25_S.zip>`_
-     - `link <https://github.com/tinyvision/DAMO-YOLO>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/damoyolo_tinynasL25_S.hef>`_
-     - 63.797
-     - 109.853
-   * - damoyolo_tinynasL35_M
-     - 49.7
-     - 47.9
-     - 640x640x3
-     - 33.98
-     - 61.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/damoyolo_tinynasL35_M/pretrained/2022-12-19/damoyolo_tinynasL35_M.zip>`_
-     - `link <https://github.com/tinyvision/DAMO-YOLO>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/damoyolo_tinynasL35_M.hef>`_
-     - 31.9208
-     - 57.5705
-   * - detr_resnet_v1_18_bn
-     - 33.91
-     - 30.36
-     - 800x800x3
-     - 32.42
-     - 58.97
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/detr/detr_r18/detr_resnet_v1_18/2022-09-18/detr_resnet_v1_18_bn.zip>`_
-     - `link <https://github.com/facebookresearch/detr>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/detr_resnet_v1_18_bn.hef>`_
-     - 16.544
-     - 33.436
-   * - efficientdet_lite0
-     - 27.32
-     - 26.49
-     - 320x320x3
-     - 3.56
-     - 1.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/efficientdet/efficientdet_lite0/pretrained/2023-04-25/efficientdet-lite0.zip>`_
-     - `link <https://github.com/google/automl/tree/master/efficientdet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/efficientdet_lite0.hef>`_
-     - 71.6623
-     - 174.318
-   * - efficientdet_lite1
-     - 32.27
-     - 31.72
-     - 384x384x3
-     - 4.73
-     - 4
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/efficientdet/efficientdet_lite1/pretrained/2023-04-25/efficientdet-lite1.zip>`_
-     - `link <https://github.com/google/automl/tree/master/efficientdet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/efficientdet_lite1.hef>`_
-     - 44.6487
-     - 93.3219
-   * - efficientdet_lite2
-     - 35.95
-     - 34.67
-     - 448x448x3
-     - 5.93
-     - 6.84
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/efficientdet/efficientdet_lite2/pretrained/2023-04-25/efficientdet-lite2.zip>`_
-     - `link <https://github.com/google/automl/tree/master/efficientdet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/efficientdet_lite2.hef>`_
-     - 25.5898
-     - 44.7808
-   * - nanodet_repvgg  |star|
-     - 29.3
-     - 28.53
-     - 416x416x3
-     - 6.74
-     - 11.28
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/nanodet/nanodet_repvgg/pretrained/2022-02-07/nanodet.zip>`_
-     - `link <https://github.com/RangiLyu/nanodet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/nanodet_repvgg.hef>`_
-     - 500.345
-     - 500.336
-   * - nanodet_repvgg_a12
-     - 33.73
-     - 31.33
-     - 640x640x3
-     - 5.13
-     - 28.23
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/nanodet/nanodet_repvgg_a12/pretrained/2023-05-31/nanodet_repvgg_a12_640x640.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/nanodet_repvgg_a12.hef>`_
-     - 107.291
-     - 173.794
-   * - nanodet_repvgg_a1_640
-     - 33.28
-     - 32.88
-     - 640x640x3
-     - 10.79
-     - 42.8
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/nanodet/nanodet_repvgg_a1_640/pretrained/2022-07-19/nanodet_repvgg_a1_640.zip>`_
-     - `link <https://github.com/RangiLyu/nanodet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/nanodet_repvgg_a1_640.hef>`_
-     - 101.027
-     - 101.026
-   * - ssd_mobilenet_v1 |rocket| |star|
-     - 23.19
-     - 22.29
-     - 300x300x3
-     - 6.79
-     - 2.5
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/ssd/ssd_mobilenet_v1/pretrained/2023-07-18/ssd_mobilenet_v1.zip>`_
-     - `link <https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/ssd_mobilenet_v1.hef>`_
-     - 139.074
-     - 292.96
-   * - ssd_mobilenet_v2
-     - 24.15
-     - 22.94
-     - 300x300x3
-     - 4.46
-     - 1.52
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/ssd/ssd_mobilenet_v2/pretrained/2023-03-16/ssd_mobilenet_v2.zip>`_
-     - `link <https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/ssd_mobilenet_v2.hef>`_
-     - 95.7241
-     - 218.572
-   * - tiny_yolov3
-     - 14.66
-     - 14.41
-     - 416x416x3
-     - 8.85
-     - 5.58
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/tiny_yolov3/pretrained/2021-07-11/tiny_yolov3.zip>`_
-     - `link <https://github.com/Tianxiaomo/pytorch-YOLOv4>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/tiny_yolov3.hef>`_
-     - 623.301
-     - 623.296
-   * - tiny_yolov4
-     - 19.18
-     - 17.73
-     - 416x416x3
-     - 6.05
-     - 6.92
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/tiny_yolov4/pretrained/2023-07-18/tiny_yolov4.zip>`_
-     - `link <https://github.com/Tianxiaomo/pytorch-YOLOv4>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/tiny_yolov4.hef>`_
-     - 474.288
-     - 474.283
-   * - yolov3  |star|
-     - 38.42
-     - 38.37
-     - 608x608x3
-     - 68.79
-     - 158.10
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3/pretrained/2021-08-16/yolov3.zip>`_
-     - `link <https://github.com/AlexeyAB/darknet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov3.hef>`_
-     - 15.527
-     - 19.18
-   * - yolov3_416
-     - 37.73
-     - 37.53
-     - 416x416x3
-     - 61.92
-     - 65.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3_416/pretrained/2021-08-16/yolov3_416.zip>`_
-     - `link <https://github.com/AlexeyAB/darknet>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov3_416.hef>`_
-     - 25.2653
-     - 39.9843
-   * - yolov3_gluon |rocket| |star|
-     - 37.28
-     - 35.64
-     - 608x608x3
-     - 68.79
-     - 158.1
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3_gluon/pretrained/2023-07-18/yolov3_gluon.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov3_gluon.hef>`_
-     - 14.861
-     - 19.19
-   * - yolov3_gluon_416  |star|
-     - 36.27
-     - 34.92
-     - 416x416x3
-     - 61.92
-     - 65.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov3_gluon_416/pretrained/2023-07-18/yolov3_gluon_416.zip>`_
-     - `link <https://cv.gluon.ai/model_zoo/detection.html>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov3_gluon_416.hef>`_
-     - 25.19
-     - 39.98
-   * - yolov4_leaky  |star|
-     - 42.37
-     - 41.08
-     - 512x512x3
-     - 64.33
-     - 91.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov4/pretrained/2022-03-17/yolov4.zip>`_
-     - `link <https://github.com/AlexeyAB/darknet/wiki/YOLOv4-model-zoo>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov4_leaky.hef>`_
-     - 24.657
-     - 38.382
-   * - yolov5m
-     - 42.59
-     - 41.19
-     - 640x640x3
-     - 21.78
-     - 52.17
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m_spp/pretrained/2023-04-25/yolov5m.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov5m.hef>`_
-     - 46.3823
-     - 76.2339
-   * - yolov5m6_6.1
-     - 50.67
-     - 48.97
-     - 1280x1280x3
-     - 35.70
-     - 200.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m6_6.1/pretrained/2023-04-25/yolov5m6.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v6.1>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov5m6_6.1.hef>`_
-     - 14.794
-     - 18.657
-   * - yolov5m_6.1
-     - 44.8
-     - 43.36
-     - 640x640x3
-     - 21.17
-     - 48.96
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m_6.1/pretrained/2023-04-25/yolov5m_6.1.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v6.1>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov5m_6.1.hef>`_
-     - 52.5796
-     - 83.1643
-   * - yolov5m_wo_spp |rocket|
-     - 43.06
-     - 40.76
-     - 640x640x3
-     - 22.67
-     - 52.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5m/pretrained/2023-04-25/yolov5m_wo_spp.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov5m_wo_spp_60p.hef>`_
-     - 50.931
-     - 81.035
-   * - yolov5s  |star|
-     - 35.33
-     - 33.98
-     - 640x640x3
-     - 7.46
-     - 17.44
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5s_spp/pretrained/2023-04-25/yolov5s.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov5s.hef>`_
-     - 87.263
-     - 163.191
-   * - yolov5s_c3tr
-     - 37.13
-     - 35.63
-     - 640x640x3
-     - 10.29
-     - 17.02
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5s_c3tr/pretrained/2023-04-25/yolov5s_c3tr.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/tree/v6.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov5s_c3tr.hef>`_
-     - 77.7032
-     - 156.74
-   * - yolov5xs_wo_spp
-     - 33.18
-     - 32.2
-     - 512x512x3
-     - 7.85
-     - 11.36
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5xs/pretrained/2023-04-25/yolov5xs.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov5xs_wo_spp.hef>`_
-     - 135.015
-     - 306.014
-   * - yolov5xs_wo_spp_nms_core
-     - 32.57
-     - 31.06
-     - 512x512x3
-     - 7.85
-     - 11.36
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov5xs/pretrained/2022-05-10/yolov5xs_wo_spp_nms.zip>`_
-     - `link <https://github.com/ultralytics/yolov5/releases/tag/v2.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov5xs_wo_spp_nms_core.hef>`_
-     - 135.259
-     - 306.096
-   * - yolov6n
-     - 34.28
-     - 32.18
-     - 640x640x3
-     - 4.32
-     - 11.12
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov6n/pretrained/2023-05-31/yolov6n.zip>`_
-     - `link <https://github.com/meituan/YOLOv6/releases/tag/0.1.0>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov6n.hef>`_
-     - 159.005
-     - 337.45
-   * - yolov6n_0.2.1
-     - 35.16
-     - 33.66
-     - 640x640x3
-     - 4.33
-     - 11.06
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov6n_0.2.1/pretrained/2023-04-17/yolov6n_0.2.1.zip>`_
-     - `link <https://github.com/meituan/YOLOv6/releases/tag/0.2.1>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov6n_0.2.1.hef>`_
-     - 159.137
-     - 337.457
-   * - yolov7
-     - 50.59
-     - 47.89
-     - 640x640x3
-     - 36.91
-     - 104.51
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov7/pretrained/2023-04-25/yolov7.zip>`_
-     - `link <https://github.com/WongKinYiu/yolov7>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov7.hef>`_
-     - 25.0569
-     - 37.3181
-   * - yolov7_tiny
-     - 37.07
-     - 35.97
-     - 640x640x3
-     - 6.22
-     - 13.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov7_tiny/pretrained/2023-04-25/yolov7_tiny.zip>`_
-     - `link <https://github.com/WongKinYiu/yolov7>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov7_tiny.hef>`_
-     - 114.461
-     - 195.12
-   * - yolov7e6
-     - 55.37
-     - 53.47
-     - 1280x1280x3
-     - 97.20
-     - 515.12
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov7e6/pretrained/2023-04-25/yolov7-e6.zip>`_
-     - `link <https://github.com/WongKinYiu/yolov7>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov7e6.hef>`_
-     - 4.906
-     - 4.906
-   * - yolov8l
-     - 52.44
-     - 51.78
-     - 640x640x3
-     - 43.7
-     - 165.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8l/2023-02-02/yolov8l.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov8l.hef>`_
-     - 18.88
-     - 26.88
-   * - yolov8m
-     - 49.91
-     - 49.11
-     - 640x640x3
-     - 25.9
-     - 78.93
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8m/2023-02-02/yolov8m.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov8m.hef>`_
-     - 37.919
-     - 60.241
-   * - yolov8n
-     - 37.02
-     - 36.32
-     - 640x640x3
-     - 3.2
-     - 8.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8n/2023-01-30/yolov8n.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov8n.hef>`_
-     - 139.213
-     - 278.816
-   * - yolov8s
-     - 44.58
-     - 43.98
-     - 640x640x3
-     - 11.2
-     - 28.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8s/2023-02-02/yolov8s.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov8s.hef>`_
-     - 84.26
-     - 145.274
-   * - yolov8x
-     - 53.45
-     - 52.75
-     - 640x640x3
-     - 68.2
-     - 258
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolov8x/2023-02-02/yolov8x.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov8x.hef>`_
-     - 19.1925
-     - 30.3876
-   * - yolox_l_leaky  |star|
-     - 48.69
-     - 46.71
-     - 640x640x3
-     - 54.17
-     - 155.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox_l_leaky/pretrained/2023-05-31/yolox_l_leaky.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolox_l_leaky.hef>`_
-     - 19.999
-     - 27.722
-   * - yolox_s_leaky
-     - 38.12
-     - 37.27
-     - 640x640x3
-     - 8.96
-     - 26.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox_s_leaky/pretrained/2023-05-31/yolox_s_leaky.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolox_s_leaky.hef>`_
-     - 80.768
-     - 129.54
-   * - yolox_s_wide_leaky
-     - 42.4
-     - 40.97
-     - 640x640x3
-     - 20.12
-     - 59.46
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox_s_wide_leaky/pretrained/2023-05-31/yolox_s_wide_leaky.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolox_s_wide_leaky.hef>`_
-     - 48.6473
-     - 70.904
-   * - yolox_tiny
-     - 32.64
-     - 31.39
-     - 416x416x3
-     - 5.05
-     - 6.44
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-COCO/yolo/yolox/yolox_tiny/pretrained/2023-05-31/yolox_tiny.zip>`_
-     - `link <https://github.com/Megvii-BaseDetection/YOLOX>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolox_tiny.hef>`_
-     - 152.341
-     - 343.324
-
-VisDrone
-^^^^^^^^
-
-.. list-table::
-   :widths: 31 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - ssd_mobilenet_v1_visdrone  |star|
-     - 2.37
-     - 2.22
-     - 300x300x3
-     - 5.64
-     - 2.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ObjectDetection/Detection-Visdrone/ssd/ssd_mobilenet_v1_visdrone/pretrained/2023-07-18/ssd_mobilenet_v1_visdrone.zip>`_
-     - `link <https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/ssd_mobilenet_v1_visdrone.hef>`_
-     - 208.918
-     - 488.485
-
-.. _Semantic Segmentation:
-
-Semantic Segmentation
----------------------
-
-Cityscapes
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 31 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mIoU
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - fcn8_resnet_v1_18  |star|
-     - 69.41
-     - 69.21
-     - 1024x1920x3
-     - 11.20
-     - 142.82
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Cityscapes/fcn8_resnet_v1_18/pretrained/2023-06-22/fcn8_resnet_v1_18.zip>`_
-     - `link <https://mmsegmentation.readthedocs.io/en/latest>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/fcn8_resnet_v1_18.hef>`_
-     - 15.899
-     - 17.624
-   * - stdc1 |rocket|
-     - 74.57
-     - 73.92
-     - 1024x1920x3
-     - 8.27
-     - 126.47
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Cityscapes/stdc1/pretrained/2023-06-12/stdc1.zip>`_
-     - `link <https://mmsegmentation.readthedocs.io/en/latest>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/stdc1.hef>`_
-     - 59.6441
-     - 59.644
-
-Oxford-IIIT Pet
-^^^^^^^^^^^^^^^
-
-.. list-table::
-   :widths: 31 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mIoU
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - unet_mobilenet_v2
-     - 77.32
-     - 77.02
-     - 256x256x3
-     - 10.08
-     - 28.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Oxford_Pet/unet_mobilenet_v2/pretrained/2022-02-03/unet_mobilenet_v2.zip>`_
-     - `link <https://www.tensorflow.org/tutorials/images/segmentation>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/unet_mobilenet_v2.hef>`_
-     - 100.629
-     - 195.658
-
-Pascal VOC
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 36 7 9 12 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mIoU
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - deeplab_v3_mobilenet_v2
-     - 76.05
-     - 74.8
-     - 513x513x3
-     - 2.10
-     - 17.65
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Pascal/deeplab_v3_mobilenet_v2_dilation/pretrained/2023-08-22/deeplab_v3_mobilenet_v2_dilation.zip>`_
-     - `link <https://github.com/bonlime/keras-deeplab-v3-plus>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/deeplab_v3_mobilenet_v2.hef>`_
-     - 35.32
-     - 43.0
-   * - deeplab_v3_mobilenet_v2_wo_dilation
-     - 71.46
-     - 71.26
-     - 513x513x3
-     - 2.10
-     - 3.21
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Segmentation/Pascal/deeplab_v3_mobilenet_v2/pretrained/2021-08-12/deeplab_v3_mobilenet_v2.zip>`_
-     - `link <https://github.com/tensorflow/models/tree/master/research/deeplab>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/deeplab_v3_mobilenet_v2_wo_dilation.hef>`_
-     - 57.664
-     - 111.422
-
-.. _Pose Estimation:
-
-Pose Estimation
----------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 24 8 9 18 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - AP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - centerpose_regnetx_1.6gf_fpn  |star|
-     - 53.54
-     - 52.84
-     - 640x640x3
-     - 14.28
-     - 64.58
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PoseEstimation/centerpose_regnetx_1.6gf_fpn/pretrained/2022-03-23/centerpose_regnetx_1.6gf_fpn.zip>`_
-     - `link <https://github.com/tensorboy/centerpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/centerpose_regnetx_1.6gf_fpn.hef>`_
-     - 43.449
-     - 66.09
-   * - centerpose_regnetx_800mf
-     - 44.07
-     - 42.97
-     - 512x512x3
-     - 12.31
-     - 86.12
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PoseEstimation/centerpose_regnetx_800mf/pretrained/2021-07-11/centerpose_regnetx_800mf.zip>`_
-     - `link <https://github.com/tensorboy/centerpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/centerpose_regnetx_800mf.hef>`_
-     - 66.641
-     - 96.0218
-   * - centerpose_repvgg_a0  |star|
-     - 39.17
-     - 37.17
-     - 416x416x3
-     - 11.71
-     - 28.27
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PoseEstimation/centerpose_repvgg_a0/pretrained/2021-09-26/centerpose_repvgg_a0.zip>`_
-     - `link <https://github.com/tensorboy/centerpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/centerpose_repvgg_a0.hef>`_
-     - 82.301
-     - 148.736
-
-.. _Single Person Pose Estimation:
-
-Single Person Pose Estimation
------------------------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 24 8 9 18 9 8 9 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - AP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - mspn_regnetx_800mf  |star|
-     - 70.8
-     - 70.3
-     - 256x192x3
-     - 7.17
-     - 2.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/mspn_regnetx_800mf/pretrained/2022-07-12/mspn_regnetx_800mf.zip>`_
-     - `link <https://github.com/open-mmlab/mmpose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/mspn_regnetx_800mf.hef>`_
-     - 176.8
-     - 534.372
-   * - vit_pose_small
-     - 74.16
-     - 71.6
-     - 256x192x3
-     - 24.29
-     - 17.17
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/vit/vit_pose_small/pretrained/2023-11-14/vit_pose_small.zip>`_
-     - `link <https://github.com/ViTAE-Transformer/ViTPose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/vit_pose_small.hef>`_
-     - 25.6655
-     - 91.1646
-   * - vit_pose_small_bn
-     - 72.01
-     - 70.81
-     - 256x192x3
-     - 24.32
-     - 17.17
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/vit/vit_pose_small_bn/pretrained/2023-07-20/vit_pose_small_bn.zip>`_
-     - `link <https://github.com/ViTAE-Transformer/ViTPose>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/vit_pose_small_bn.hef>`_
-     - 58.664
-     - 199.924
-
-.. _Face Detection:
-
-Face Detection
---------------
-
-WiderFace
-^^^^^^^^^
-
-.. list-table::
-   :widths: 24 7 12 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - lightface_slim  |star|
-     - 39.7
-     - 39.22
-     - 240x320x3
-     - 0.26
-     - 0.16
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/lightface_slim/2021-07-18/lightface_slim.zip>`_
-     - `link <https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/lightface_slim.hef>`_
-     - 1,249.25
-     - 1,250.17
-   * - retinaface_mobilenet_v1  |star|
-     - 81.27
-     - 81.17
-     - 736x1280x3
-     - 3.49
-     - 25.14
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/retinaface_mobilenet_v1_hd/2023-07-18/retinaface_mobilenet_v1_hd.zip>`_
-     - `link <https://github.com/biubug6/Pytorch_Retinaface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/retinaface_mobilenet_v1.hef>`_
-     - 45.849
-     - 59.705
-   * - scrfd_10g
-     - 82.13
-     - 82.03
-     - 640x640x3
-     - 4.23
-     - 26.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/scrfd/scrfd_10g/pretrained/2022-09-07/scrfd_10g.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/scrfd_10g.hef>`_
-     - 93.2965
-     - 145.538
-   * - scrfd_2.5g
-     - 76.59
-     - 76.32
-     - 640x640x3
-     - 0.82
-     - 6.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/scrfd/scrfd_2.5g/pretrained/2022-09-07/scrfd_2.5g.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/scrfd_2.5g.hef>`_
-     - 184.055
-     - 324.389
-   * - scrfd_500m
-     - 68.98
-     - 68.88
-     - 640x640x3
-     - 0.63
-     - 1.5
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceDetection/scrfd/scrfd_500m/pretrained/2022-09-07/scrfd_500m.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/scrfd_500m.hef>`_
-     - 191.591
-     - 358.24
-
-.. _Instance Segmentation:
-
-Instance Segmentation
----------------------
-
-COCO
-^^^^
-
-.. list-table::
-   :widths: 34 7 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - mAP
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - yolact_regnetx_1.6gf
-     - 27.57
-     - 27.27
-     - 512x512x3
-     - 30.09
-     - 125.34
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolact_regnetx_1.6gf/pretrained/2022-11-30/yolact_regnetx_1.6gf.zip>`_
-     - `link <https://github.com/dbolya/yolact>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolact_regnetx_1.6gf.hef>`_
-     - 31.8537
-     - 46.176
-   * - yolact_regnetx_800mf
-     - 25.61
-     - 25.5
-     - 512x512x3
-     - 28.3
-     - 116.75
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolact_regnetx_800mf/pretrained/2022-11-30/yolact_regnetx_800mf.zip>`_
-     - `link <https://github.com/dbolya/yolact>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolact_regnetx_800mf.hef>`_
-     - 31.3871
-     - 43.7109
-   * - yolov5l_seg
-     - 39.78
-     - 39.09
-     - 640x640x3
-     - 47.89
-     - 147.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5l/pretrained/2022-10-30/yolov5l-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov5l_seg.hef>`_
-     - 18.2655
-     - 17.5874
-   * - yolov5m_seg
-     - 37.05
-     - 36.32
-     - 640x640x3
-     - 32.60
-     - 70.94
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5m/pretrained/2022-10-30/yolov5m-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov5m_seg.hef>`_
-     - 41.0505
-     - 60.2374
-   * - yolov5n_seg  |star|
-     - 23.35
-     - 22.75
-     - 640x640x3
-     - 1.99
-     - 7.1
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5n/pretrained/2022-10-30/yolov5n-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov5n_seg.hef>`_
-     - 118.221
-     - 141.6
-   * - yolov5s_seg
-     - 31.57
-     - 30.49
-     - 640x640x3
-     - 7.61
-     - 26.42
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov5/yolov5s/pretrained/2022-10-30/yolov5s-seg.zip>`_
-     - `link <https://github.com/ultralytics/yolov5>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov5s_seg.hef>`_
-     - 77.1034
-     - 104.49
-   * - yolov8m_seg
-     - 40.6
-     - 39.88
-     - 640x640x3
-     - 27.3
-     - 110.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov8/yolov8m/pretrained/2023-03-06/yolov8m-seg.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov8m_seg.hef>`_
-     - 26.5
-     - 35.18
-   * - yolov8n_seg
-     - 30.32
-     - 29.68
-     - 640x640x3
-     - 3.4
-     - 12.04
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov8/yolov8n/pretrained/2023-03-06/yolov8n-seg.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov8n_seg.hef>`_
-     - 122.153
-     - 232.506
-   * - yolov8s_seg
-     - 36.63
-     - 36.03
-     - 640x640x3
-     - 11.8
-     - 42.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/InstanceSegmentation/coco/yolov8/yolov8s/pretrained/2023-03-06/yolov8s-seg.zip>`_
-     - `link <https://github.com/ultralytics/ultralytics>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/yolov8s_seg.hef>`_
-     - 65.241
-     - 101.822
-
-.. _Depth Estimation:
-
-Depth Estimation
-----------------
-
-NYU
-^^^
-
-.. list-table::
-   :widths: 34 7 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - RMSE
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - fast_depth  |star|
-     - 0.6
-     - 0.62
-     - 224x224x3
-     - 1.35
-     - 0.74
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/DepthEstimation/indoor/fast_depth/pretrained/2021-10-18/fast_depth.zip>`_
-     - `link <https://github.com/dwofk/fast-depth>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/fast_depth.hef>`_
-     - 299.42
-     - 299.418
-   * - scdepthv3
-     - 0.48
-     - 0.51
-     - 256x320x3
-     - 14.8
-     - 10.7
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/DepthEstimation/indoor/scdepthv3/pretrained/2023-07-20/scdepthv3.zip>`_
-     - `link <https://github.com/JiawangBian/sc_depth_pl/>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/scdepthv3.hef>`_
-     - 113.957
-     - 236.908
-
-.. _Facial Landmark Detection:
-
-Facial Landmark Detection
--------------------------
-
-AFLW2k3d
-^^^^^^^^
-
-.. list-table::
-   :widths: 28 8 8 16 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - NME
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - tddfa_mobilenet_v1  |star|
-     - 3.68
-     - 4.05
-     - 120x120x3
-     - 3.26
-     - 0.36
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceLandmarks3d/tddfa/tddfa_mobilenet_v1/pretrained/2021-11-28/tddfa_mobilenet_v1.zip>`_
-     - `link <https://github.com/cleardusk/3DDFA_V2>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/tddfa_mobilenet_v1.hef>`_
-     - 5,397.45
-     - 5401.79
-
-.. _Person Re-ID:
-
-Person Re-ID
-------------
-
-Market1501
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 28 8 9 13 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - rank1
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - osnet_x1_0
-     - 94.43
-     - 93.63
-     - 256x128x3
-     - 2.19
-     - 1.98
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PersonReID/osnet_x1_0/2022-05-19/osnet_x1_0.zip>`_
-     - `link <https://github.com/KaiyangZhou/deep-person-reid>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/osnet_x1_0.hef>`_
-     - 105.529
-     - 299.085
-   * - repvgg_a0_person_reid_512  |star|
-     - 89.9
-     - 89.3
-     - 256x128x3
-     - 7.68
-     - 1.78
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/HailoNets/MCPReID/reid/repvgg_a0_person_reid_512/2022-04-18/repvgg_a0_person_reid_512.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/repvgg_a0_person_reid_512.hef>`_
-     - 3520.75
-     - 3527.15
-
-.. _Super Resolution:
-
-Super Resolution
-----------------
-
-BSD100
-^^^^^^
-
-.. list-table::
-   :widths: 32 8 7 11 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - espcn_x2
-     - 31.4
-     - 30.3
-     - 156x240x1
-     - 0.02
-     - 1.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SuperResolution/espcn/espcn_x2/2022-08-02/espcn_x2.zip>`_
-     - `link <https://github.com/Lornatang/ESPCN-PyTorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/espcn_x2.hef>`_
-     - 1161.56
-     - 1164.97
-   * - espcn_x3
-     - 28.41
-     - 28.06
-     - 104x160x1
-     - 0.02
-     - 0.76
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SuperResolution/espcn/espcn_x3/2022-08-02/espcn_x3.zip>`_
-     - `link <https://github.com/Lornatang/ESPCN-PyTorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/espcn_x3.hef>`_
-     - 2197.77
-     - 2218.23
-   * - espcn_x4
-     - 26.83
-     - 26.58
-     - 78x120x1
-     - 0.02
-     - 0.46
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SuperResolution/espcn/espcn_x4/2022-08-02/espcn_x4.zip>`_
-     - `link <https://github.com/Lornatang/ESPCN-PyTorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/espcn_x4.hef>`_
-     - 2165.26
-     - 2189.48
-
-.. _Face Recognition:
-
-Face Recognition
-----------------
-
-LFW
-^^^
-
-.. list-table::
-   :widths: 12 7 12 14 9 8 10 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - lfw verification accuracy
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - arcface_mobilefacenet
-     - 99.43
-     - 99.41
-     - 112x112x3
-     - 2.04
-     - 0.88
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceRecognition/arcface/arcface_mobilefacenet/pretrained/2022-08-24/arcface_mobilefacenet.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/arcface_mobilefacenet.hef>`_
-     - 334.052
-     - 1114.78
-   * - arcface_r50
-     - 99.72
-     - 99.71
-     - 112x112x3
-     - 31.0
-     - 12.6
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceRecognition/arcface/arcface_r50/pretrained/2022-08-24/arcface_r50.zip>`_
-     - `link <https://github.com/deepinsight/insightface>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/arcface_r50.hef>`_
-     - 80.6634
-     - 205.256
-
-.. _Person Attribute:
-
-Person Attribute
-----------------
-
-PETA
-^^^^
-
-.. list-table::
-   :widths: 24 14 12 14 9 8 10 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Mean Accuracy
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - person_attr_resnet_v1_18
-     - 82.5
-     - 82.61
-     - 224x224x3
-     - 11.19
-     - 3.64
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/person_attr_resnet_v1_18/pretrained/2022-06-11/person_attr_resnet_v1_18.zip>`_
-     - `link <https://github.com/dangweili/pedestrian-attribute-recognition-pytorch>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/person_attr_resnet_v1_18.hef>`_
-     - 1062.53
-     - 1062.86
-
-.. _Face Attribute:
-
-Face Attribute
---------------
-
-CELEBA
-^^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Mean Accuracy
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - face_attr_resnet_v1_18
-     - 81.19
-     - 81.09
-     - 218x178x3
-     - 11.74
-     - 3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/FaceAttr/face_attr_resnet_v1_18/2022-06-09/face_attr_resnet_v1_18.zip>`_
-     - `link <https://github.com/d-li14/face-attribute-prediction>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/face_attr_resnet_v1_18.hef>`_
-     - 670.684
-     - 670.88
-
-.. _Zero-shot Classification:
-
-Zero-shot Classification
-------------------------
-
-CIFAR100
-^^^^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - Accuracy (top1)
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - clip_resnet_50
-     - 42.07
-     - 38.57
-     - 224x224x3
-     - 38.72
-     - 11.62
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/Classification/clip_resnet_50/pretrained/2023-03-09/clip_resnet_50.zip>`_
-     - `link <https://github.com/openai/CLIP>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/clip_resnet_50.hef>`_
-     - 63.5303
-     - 195.19
-
-.. _Low Light Enhancement:
-
-Low Light Enhancement
----------------------
-
-LOL
-^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - zero_dce
-     - 16.23
-     - 16.24
-     - 400x600x3
-     - 0.21
-     - 38.2
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/LowLightEnhancement/LOL/zero_dce/pretrained/2023-04-23/zero_dce.zip>`_
-     - `link <Internal>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/zero_dce.hef>`_
-     - 65.1753
-     - 55.9742
-   * - zero_dce_pp
-     - 15.95
-     - 15.82
-     - 400x600x3
-     - 0.02
-     - 4.84
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/LowLightEnhancement/LOL/zero_dce_pp/pretrained/2023-07-03/zero_dce_pp.zip>`_
-     - `link <Internal>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/zero_dce_pp.hef>`_
-     - 34.0537
-     - 22.3908
-
-.. _Image Denoising:
-
-Image Denoising
----------------
-
-BSD68
-^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - dncnn3
-     - 31.46
-     - 31.26
-     - 321x481x1
-     - 0.66
-     - 205.26
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ImageDenoising/dncnn3/2023-06-15/dncnn3.zip>`_
-     - `link <https://github.com/cszn/KAIR>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/dncnn3.hef>`_
-     - 29.165
-     - 29.154
-
-CBSD68
-^^^^^^
-
-.. list-table::
-   :widths: 30 7 11 14 9 8 12 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - PSNR
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - dncnn_color_blind
-     - 33.87
-     - 32.97
-     - 321x481x3
-     - 0.66
-     - 205.97
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ImageDenoising/dncnn_color_blind/2023-06-25/dncnn_color_blind.zip>`_
-     - `link <https://github.com/cszn/KAIR>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/dncnn_color_blind.hef>`_
-     - 29.165
-     - 29.154
-
-.. _Hand Landmark detection:
-
-Hand Landmark detection
------------------------
-
-Hand Landmark
-^^^^^^^^^^^^^
-
-.. list-table::
-   :header-rows: 1
-
-   * - Network Name
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - hand_landmark_lite
-     - 224x224x3
-     - 1.01
-     - 0.3
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/HandLandmark/hand_landmark_lite/2023-07-18/hand_landmark_lite.zip>`_
-     - `link <https://github.com/google/mediapipe>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/hand_landmark_lite.hef>`_
-     - 292.054
-     - 980.211
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Person_Re-ID.rst b/docs/PUBLIC_MODELS_HAILO8L_Person_Re-ID.rst
deleted file mode 100644
index befc6877..00000000
--- a/docs/PUBLIC_MODELS_HAILO8L_Person_Re-ID.rst
+++ /dev/null
@@ -1,55 +0,0 @@
-
-Public Pre-Trained Models
-=========================
-
-.. |rocket| image:: images/rocket.png
-  :width: 18
-
-.. |star| image:: images/star.png
-  :width: 18
-
-.. _Person Re-ID:
-
-Person Re-ID
-------------
-
-Market1501
-^^^^^^^^^^
-
-.. list-table::
-   :widths: 28 8 9 13 9 8 8 8 7 7 7
-   :header-rows: 1
-
-   * - Network Name
-     - rank1
-     - Quantized
-     - Input Resolution (HxWxC)
-     - Params (M)
-     - OPS (G)
-     - Pretrained
-     - Source
-     - Compiled
-     - FPS (Batch Size=1)
-     - FPS (Batch Size=8)
-   * - osnet_x1_0
-     - 94.43
-     - 93.63
-     - 256x128x3
-     - 2.19
-     - 1.98
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/PersonReID/osnet_x1_0/2022-05-19/osnet_x1_0.zip>`_
-     - `link <https://github.com/KaiyangZhou/deep-person-reid>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/osnet_x1_0.hef>`_
-     - 105.529
-     - 299.085
-   * - repvgg_a0_person_reid_512  |star|
-     - 89.9
-     - 89.3
-     - 256x128x3
-     - 7.68
-     - 1.78
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/HailoNets/MCPReID/reid/repvgg_a0_person_reid_512/2022-04-18/repvgg_a0_person_reid_512.zip>`_
-     - `link <https://github.com/DingXiaoH/RepVGG>`_
-     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/repvgg_a0_person_reid_512.hef>`_
-     - 3520.75
-     - 3527.15
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Classification.rst b/docs/public_models/HAILO15H_Classification.rst
similarity index 99%
rename from docs/PUBLIC_MODELS_HAILO15H_Classification.rst
rename to docs/public_models/HAILO15H_Classification.rst
index e40d4a02..0a1dda62 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Classification.rst
+++ b/docs/public_models/HAILO15H_Classification.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Classification:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Depth_Estimation.rst b/docs/public_models/HAILO15H_Depth_Estimation.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO15H_Depth_Estimation.rst
rename to docs/public_models/HAILO15H_Depth_Estimation.rst
index 194a08e7..3f0ab8c3 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Depth_Estimation.rst
+++ b/docs/public_models/HAILO15H_Depth_Estimation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Depth Estimation:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Face_Attribute.rst b/docs/public_models/HAILO15H_Face_Attribute.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO15H_Face_Attribute.rst
rename to docs/public_models/HAILO15H_Face_Attribute.rst
index 5c9d056c..66ccf744 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Face_Attribute.rst
+++ b/docs/public_models/HAILO15H_Face_Attribute.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Face Attribute:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Face_Detection.rst b/docs/public_models/HAILO15H_Face_Detection.rst
similarity index 97%
rename from docs/PUBLIC_MODELS_HAILO15H_Face_Detection.rst
rename to docs/public_models/HAILO15H_Face_Detection.rst
index 041719bf..794a8a3e 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Face_Detection.rst
+++ b/docs/public_models/HAILO15H_Face_Detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Face Detection:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Face_Recognition.rst b/docs/public_models/HAILO15H_Face_Recognition.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO15H_Face_Recognition.rst
rename to docs/public_models/HAILO15H_Face_Recognition.rst
index 7b6fd2a0..275067f2 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Face_Recognition.rst
+++ b/docs/public_models/HAILO15H_Face_Recognition.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Face Recognition:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Facial_Landmark_Detection.rst b/docs/public_models/HAILO15H_Facial_Landmark_Detection.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO15H_Facial_Landmark_Detection.rst
rename to docs/public_models/HAILO15H_Facial_Landmark_Detection.rst
index 4372354b..c1118d5b 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Facial_Landmark_Detection.rst
+++ b/docs/public_models/HAILO15H_Facial_Landmark_Detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Facial Landmark Detection:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Hand_Landmark_detection.rst b/docs/public_models/HAILO15H_Hand_Landmark_detection.rst
similarity index 91%
rename from docs/PUBLIC_MODELS_HAILO15H_Hand_Landmark_detection.rst
rename to docs/public_models/HAILO15H_Hand_Landmark_detection.rst
index a2507364..467c9462 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Hand_Landmark_detection.rst
+++ b/docs/public_models/HAILO15H_Hand_Landmark_detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Hand Landmark detection:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Image_Denoising.rst b/docs/public_models/HAILO15H_Image_Denoising.rst
similarity index 95%
rename from docs/PUBLIC_MODELS_HAILO15H_Image_Denoising.rst
rename to docs/public_models/HAILO15H_Image_Denoising.rst
index 41bdb6fb..0d5a5192 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Image_Denoising.rst
+++ b/docs/public_models/HAILO15H_Image_Denoising.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Image Denoising:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Instance_Segmentation.rst b/docs/public_models/HAILO15H_Instance_Segmentation.rst
similarity index 98%
rename from docs/PUBLIC_MODELS_HAILO15H_Instance_Segmentation.rst
rename to docs/public_models/HAILO15H_Instance_Segmentation.rst
index ae3afdf4..8135b768 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Instance_Segmentation.rst
+++ b/docs/public_models/HAILO15H_Instance_Segmentation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Instance Segmentation:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Low_Light_Enhancement.rst b/docs/public_models/HAILO15H_Low_Light_Enhancement.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO15H_Low_Light_Enhancement.rst
rename to docs/public_models/HAILO15H_Low_Light_Enhancement.rst
index 7366e960..95986b8d 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Low_Light_Enhancement.rst
+++ b/docs/public_models/HAILO15H_Low_Light_Enhancement.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Low Light Enhancement:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Object_Detection.rst b/docs/public_models/HAILO15H_Object_Detection.rst
similarity index 99%
rename from docs/PUBLIC_MODELS_HAILO15H_Object_Detection.rst
rename to docs/public_models/HAILO15H_Object_Detection.rst
index b63d93d4..9f9807a2 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Object_Detection.rst
+++ b/docs/public_models/HAILO15H_Object_Detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Object Detection:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Person_Attribute.rst b/docs/public_models/HAILO15H_Person_Attribute.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO15H_Person_Attribute.rst
rename to docs/public_models/HAILO15H_Person_Attribute.rst
index ba4d4a05..89471f85 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Person_Attribute.rst
+++ b/docs/public_models/HAILO15H_Person_Attribute.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Person Attribute:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Person_Re-ID.rst b/docs/public_models/HAILO15H_Person_Re_ID.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO15H_Person_Re-ID.rst
rename to docs/public_models/HAILO15H_Person_Re_ID.rst
index 1305fd2c..5973e862 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Person_Re-ID.rst
+++ b/docs/public_models/HAILO15H_Person_Re_ID.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Person Re-ID:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Pose_Estimation.rst b/docs/public_models/HAILO15H_Pose_Estimation.rst
similarity index 96%
rename from docs/PUBLIC_MODELS_HAILO15H_Pose_Estimation.rst
rename to docs/public_models/HAILO15H_Pose_Estimation.rst
index 8f07d8f7..fa5bf9d3 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Pose_Estimation.rst
+++ b/docs/public_models/HAILO15H_Pose_Estimation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Pose Estimation:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Semantic_Segmentation.rst b/docs/public_models/HAILO15H_Semantic_Segmentation.rst
similarity index 97%
rename from docs/PUBLIC_MODELS_HAILO15H_Semantic_Segmentation.rst
rename to docs/public_models/HAILO15H_Semantic_Segmentation.rst
index 2c4136ae..3d85eef0 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Semantic_Segmentation.rst
+++ b/docs/public_models/HAILO15H_Semantic_Segmentation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Semantic Segmentation:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Single_Person_Pose_Estimation.rst b/docs/public_models/HAILO15H_Single_Person_Pose_Estimation.rst
similarity index 96%
rename from docs/PUBLIC_MODELS_HAILO15H_Single_Person_Pose_Estimation.rst
rename to docs/public_models/HAILO15H_Single_Person_Pose_Estimation.rst
index 045c5574..84bd4817 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Single_Person_Pose_Estimation.rst
+++ b/docs/public_models/HAILO15H_Single_Person_Pose_Estimation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Single Person Pose Estimation:
diff --git a/docs/PUBLIC_MODELS_HAILO15H_Super_Resolution.rst b/docs/public_models/HAILO15H_Super_Resolution.rst
similarity index 95%
rename from docs/PUBLIC_MODELS_HAILO15H_Super_Resolution.rst
rename to docs/public_models/HAILO15H_Super_Resolution.rst
index 42b1b985..18d42b6a 100644
--- a/docs/PUBLIC_MODELS_HAILO15H_Super_Resolution.rst
+++ b/docs/public_models/HAILO15H_Super_Resolution.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Super Resolution:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Classification.rst b/docs/public_models/HAILO15M_Classification.rst
similarity index 98%
rename from docs/PUBLIC_MODELS_HAILO15M_Classification.rst
rename to docs/public_models/HAILO15M_Classification.rst
index 1dd4c69b..66082abe 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Classification.rst
+++ b/docs/public_models/HAILO15M_Classification.rst
@@ -1,3 +1,12 @@
+Public Pre-Trained Models
+=========================
+
+.. |rocket| image:: ../images/rocket.png
+  :width: 18
+
+.. |star| image:: ../images/star.png
+  :width: 18
+
 .. _Classification:
 
 Classification
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Depth_Estimation.rst b/docs/public_models/HAILO15M_Depth_Estimation.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO15M_Depth_Estimation.rst
rename to docs/public_models/HAILO15M_Depth_Estimation.rst
index 0a7d739c..203750c3 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Depth_Estimation.rst
+++ b/docs/public_models/HAILO15M_Depth_Estimation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Depth Estimation:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Face_Attribute.rst b/docs/public_models/HAILO15M_Face_Attribute.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO15M_Face_Attribute.rst
rename to docs/public_models/HAILO15M_Face_Attribute.rst
index 3084ae2b..b6aac8fc 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Face_Attribute.rst
+++ b/docs/public_models/HAILO15M_Face_Attribute.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Face Attribute:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Face_Detection.rst b/docs/public_models/HAILO15M_Face_Detection.rst
similarity index 97%
rename from docs/PUBLIC_MODELS_HAILO15M_Face_Detection.rst
rename to docs/public_models/HAILO15M_Face_Detection.rst
index 922282e6..80c74822 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Face_Detection.rst
+++ b/docs/public_models/HAILO15M_Face_Detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Face Detection:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Face_Recognition.rst b/docs/public_models/HAILO15M_Face_Recognition.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO15M_Face_Recognition.rst
rename to docs/public_models/HAILO15M_Face_Recognition.rst
index 97f6ce15..8d0a386d 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Face_Recognition.rst
+++ b/docs/public_models/HAILO15M_Face_Recognition.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Face Recognition:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Facial_Landmark_Detection.rst b/docs/public_models/HAILO15M_Facial_Landmark_Detection.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO15M_Facial_Landmark_Detection.rst
rename to docs/public_models/HAILO15M_Facial_Landmark_Detection.rst
index 4e1a65fd..3d5b8783 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Facial_Landmark_Detection.rst
+++ b/docs/public_models/HAILO15M_Facial_Landmark_Detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Facial Landmark Detection:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Hand_Landmark_detection.rst b/docs/public_models/HAILO15M_Hand_Landmark_detection.rst
similarity index 91%
rename from docs/PUBLIC_MODELS_HAILO15M_Hand_Landmark_detection.rst
rename to docs/public_models/HAILO15M_Hand_Landmark_detection.rst
index e30d6514..189585ac 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Hand_Landmark_detection.rst
+++ b/docs/public_models/HAILO15M_Hand_Landmark_detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Hand Landmark detection:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Image_Denoising.rst b/docs/public_models/HAILO15M_Image_Denoising.rst
similarity index 95%
rename from docs/PUBLIC_MODELS_HAILO15M_Image_Denoising.rst
rename to docs/public_models/HAILO15M_Image_Denoising.rst
index 69f76597..5a6f523b 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Image_Denoising.rst
+++ b/docs/public_models/HAILO15M_Image_Denoising.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Image Denoising:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Instance_Segmentation.rst b/docs/public_models/HAILO15M_Instance_Segmentation.rst
similarity index 98%
rename from docs/PUBLIC_MODELS_HAILO15M_Instance_Segmentation.rst
rename to docs/public_models/HAILO15M_Instance_Segmentation.rst
index 570c0086..733f0bd5 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Instance_Segmentation.rst
+++ b/docs/public_models/HAILO15M_Instance_Segmentation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Instance Segmentation:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Low_Light_Enhancement.rst b/docs/public_models/HAILO15M_Low_Light_Enhancement.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO15M_Low_Light_Enhancement.rst
rename to docs/public_models/HAILO15M_Low_Light_Enhancement.rst
index 2a8840fd..d4b87cc1 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Low_Light_Enhancement.rst
+++ b/docs/public_models/HAILO15M_Low_Light_Enhancement.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Low Light Enhancement:
@@ -53,4 +53,3 @@ LOL
      - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo15m/zero_dce_pp.hef>`_
      - 52.7195
      - 58.1534
-
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Object_Detection.rst b/docs/public_models/HAILO15M_Object_Detection.rst
similarity index 99%
rename from docs/PUBLIC_MODELS_HAILO15M_Object_Detection.rst
rename to docs/public_models/HAILO15M_Object_Detection.rst
index edc41b25..b8a7cc39 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Object_Detection.rst
+++ b/docs/public_models/HAILO15M_Object_Detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Object Detection:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Person_Attribute.rst b/docs/public_models/HAILO15M_Person_Attribute.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO15M_Person_Attribute.rst
rename to docs/public_models/HAILO15M_Person_Attribute.rst
index 4f3ccc07..cbc97e9e 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Person_Attribute.rst
+++ b/docs/public_models/HAILO15M_Person_Attribute.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Person_Re-ID.rst b/docs/public_models/HAILO15M_Person_Re_ID.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO15M_Person_Re-ID.rst
rename to docs/public_models/HAILO15M_Person_Re_ID.rst
index a8b8ab78..d9ae1c87 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Person_Re-ID.rst
+++ b/docs/public_models/HAILO15M_Person_Re_ID.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Person Re-ID:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Pose_Estimation.rst b/docs/public_models/HAILO15M_Pose_Estimation.rst
similarity index 96%
rename from docs/PUBLIC_MODELS_HAILO15M_Pose_Estimation.rst
rename to docs/public_models/HAILO15M_Pose_Estimation.rst
index c3f76c8c..db3251da 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Pose_Estimation.rst
+++ b/docs/public_models/HAILO15M_Pose_Estimation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Pose Estimation:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Semantic_Segmentation.rst b/docs/public_models/HAILO15M_Semantic_Segmentation.rst
similarity index 97%
rename from docs/PUBLIC_MODELS_HAILO15M_Semantic_Segmentation.rst
rename to docs/public_models/HAILO15M_Semantic_Segmentation.rst
index 8855e644..a3e4d72b 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Semantic_Segmentation.rst
+++ b/docs/public_models/HAILO15M_Semantic_Segmentation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Semantic Segmentation:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Single_Person_Pose_Estimation.rst b/docs/public_models/HAILO15M_Single_Person_Pose_Estimation.rst
similarity index 96%
rename from docs/PUBLIC_MODELS_HAILO15M_Single_Person_Pose_Estimation.rst
rename to docs/public_models/HAILO15M_Single_Person_Pose_Estimation.rst
index 3168471d..8907c2c8 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Single_Person_Pose_Estimation.rst
+++ b/docs/public_models/HAILO15M_Single_Person_Pose_Estimation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Single Person Pose Estimation:
diff --git a/docs/PUBLIC_MODELS_HAILO15M_Super_Resolution.rst b/docs/public_models/HAILO15M_Super_Resolution.rst
similarity index 90%
rename from docs/PUBLIC_MODELS_HAILO15M_Super_Resolution.rst
rename to docs/public_models/HAILO15M_Super_Resolution.rst
index 890551b4..70e4a512 100644
--- a/docs/PUBLIC_MODELS_HAILO15M_Super_Resolution.rst
+++ b/docs/public_models/HAILO15M_Super_Resolution.rst
@@ -1,3 +1,13 @@
+
+Public Pre-Trained Models
+=========================
+
+.. |rocket| image:: ../images/rocket.png
+  :width: 18
+
+.. |star| image:: ../images/star.png
+  :width: 18
+
 .. _Super Resolution:
 
 Super Resolution
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Classification.rst b/docs/public_models/HAILO8L_Classification.rst
similarity index 99%
rename from docs/PUBLIC_MODELS_HAILO8L_Classification.rst
rename to docs/public_models/HAILO8L_Classification.rst
index 44cae64c..5eb01aef 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Classification.rst
+++ b/docs/public_models/HAILO8L_Classification.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Classification:
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Depth_Estimation.rst b/docs/public_models/HAILO8L_Depth_Estimation.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO8L_Depth_Estimation.rst
rename to docs/public_models/HAILO8L_Depth_Estimation.rst
index 93055fbe..051a8204 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Depth_Estimation.rst
+++ b/docs/public_models/HAILO8L_Depth_Estimation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Depth Estimation:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Face_Attribute.rst b/docs/public_models/HAILO8L_Face_Attribute.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO8L_Face_Attribute.rst
rename to docs/public_models/HAILO8L_Face_Attribute.rst
index b5cee466..de7ff821 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Face_Attribute.rst
+++ b/docs/public_models/HAILO8L_Face_Attribute.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Face Attribute:
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Face_Detection.rst b/docs/public_models/HAILO8L_Face_Detection.rst
similarity index 97%
rename from docs/PUBLIC_MODELS_HAILO8L_Face_Detection.rst
rename to docs/public_models/HAILO8L_Face_Detection.rst
index 25a9ea92..3a13bc93 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Face_Detection.rst
+++ b/docs/public_models/HAILO8L_Face_Detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Face Detection:
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Face_Recognition.rst b/docs/public_models/HAILO8L_Face_Recognition.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO8L_Face_Recognition.rst
rename to docs/public_models/HAILO8L_Face_Recognition.rst
index 0d7cc733..14fc2d6e 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Face_Recognition.rst
+++ b/docs/public_models/HAILO8L_Face_Recognition.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Face Recognition:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Facial_Landmark_Detection.rst b/docs/public_models/HAILO8L_Facial_Landmark_Detection.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO8L_Facial_Landmark_Detection.rst
rename to docs/public_models/HAILO8L_Facial_Landmark_Detection.rst
index ca868b69..57ec5d0d 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Facial_Landmark_Detection.rst
+++ b/docs/public_models/HAILO8L_Facial_Landmark_Detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Facial Landmark Detection:
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Hand_Landmark_detection.rst b/docs/public_models/HAILO8L_Hand_Landmark_detection.rst
similarity index 91%
rename from docs/PUBLIC_MODELS_HAILO8L_Hand_Landmark_detection.rst
rename to docs/public_models/HAILO8L_Hand_Landmark_detection.rst
index 36e35e77..0833404b 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Hand_Landmark_detection.rst
+++ b/docs/public_models/HAILO8L_Hand_Landmark_detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Hand Landmark detection:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Image_Denoising.rst b/docs/public_models/HAILO8L_Image_Denoising.rst
similarity index 95%
rename from docs/PUBLIC_MODELS_HAILO8L_Image_Denoising.rst
rename to docs/public_models/HAILO8L_Image_Denoising.rst
index 32a80b65..284a027a 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Image_Denoising.rst
+++ b/docs/public_models/HAILO8L_Image_Denoising.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Image Denoising:
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Instance_Segmentation.rst b/docs/public_models/HAILO8L_Instance_Segmentation.rst
similarity index 98%
rename from docs/PUBLIC_MODELS_HAILO8L_Instance_Segmentation.rst
rename to docs/public_models/HAILO8L_Instance_Segmentation.rst
index 364ef676..a7b49985 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Instance_Segmentation.rst
+++ b/docs/public_models/HAILO8L_Instance_Segmentation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Instance Segmentation:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Low_Light_Enhancement.rst b/docs/public_models/HAILO8L_Low_Light_Enhancement.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO8L_Low_Light_Enhancement.rst
rename to docs/public_models/HAILO8L_Low_Light_Enhancement.rst
index fdd2ee31..e56bf19c 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Low_Light_Enhancement.rst
+++ b/docs/public_models/HAILO8L_Low_Light_Enhancement.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Low Light Enhancement:
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Object_Detection.rst b/docs/public_models/HAILO8L_Object_Detection.rst
similarity index 99%
rename from docs/PUBLIC_MODELS_HAILO8L_Object_Detection.rst
rename to docs/public_models/HAILO8L_Object_Detection.rst
index f520c25d..283f342e 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Object_Detection.rst
+++ b/docs/public_models/HAILO8L_Object_Detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Object Detection:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Person_Attribute.rst b/docs/public_models/HAILO8L_Person_Attribute.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO8L_Person_Attribute.rst
rename to docs/public_models/HAILO8L_Person_Attribute.rst
index a8aeee8f..f46f25be 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Person_Attribute.rst
+++ b/docs/public_models/HAILO8L_Person_Attribute.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Person Attribute:
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Single_Person_Pose_Estimation.rst b/docs/public_models/HAILO8L_Person_Re_ID.rst
similarity index 96%
rename from docs/PUBLIC_MODELS_HAILO8L_Single_Person_Pose_Estimation.rst
rename to docs/public_models/HAILO8L_Person_Re_ID.rst
index 2b13d203..984d43f7 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Single_Person_Pose_Estimation.rst
+++ b/docs/public_models/HAILO8L_Person_Re_ID.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Single Person Pose Estimation:
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Pose_Estimation.rst b/docs/public_models/HAILO8L_Pose_Estimation.rst
similarity index 96%
rename from docs/PUBLIC_MODELS_HAILO8L_Pose_Estimation.rst
rename to docs/public_models/HAILO8L_Pose_Estimation.rst
index 0882315d..71980ade 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Pose_Estimation.rst
+++ b/docs/public_models/HAILO8L_Pose_Estimation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Pose Estimation:
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Semantic_Segmentation.rst b/docs/public_models/HAILO8L_Semantic_Segmentation.rst
similarity index 97%
rename from docs/PUBLIC_MODELS_HAILO8L_Semantic_Segmentation.rst
rename to docs/public_models/HAILO8L_Semantic_Segmentation.rst
index e59020e6..9edc8a8e 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Semantic_Segmentation.rst
+++ b/docs/public_models/HAILO8L_Semantic_Segmentation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Semantic Segmentation:
diff --git a/docs/public_models/HAILO8L_Single_Person_Pose_Estimation.rst b/docs/public_models/HAILO8L_Single_Person_Pose_Estimation.rst
new file mode 100644
index 00000000..984d43f7
--- /dev/null
+++ b/docs/public_models/HAILO8L_Single_Person_Pose_Estimation.rst
@@ -0,0 +1,66 @@
+
+Public Pre-Trained Models
+=========================
+
+.. |rocket| image:: ../images/rocket.png
+  :width: 18
+
+.. |star| image:: ../images/star.png
+  :width: 18
+
+.. _Single Person Pose Estimation:
+
+Single Person Pose Estimation
+-----------------------------
+
+COCO
+^^^^
+
+.. list-table::
+   :widths: 24 8 9 18 9 8 9 8 7 7 7
+   :header-rows: 1
+
+   * - Network Name
+     - AP
+     - Quantized
+     - Input Resolution (HxWxC)
+     - Params (M)
+     - OPS (G)
+     - Pretrained
+     - Source
+     - Compiled
+     - FPS (Batch Size=1)
+     - FPS (Batch Size=8)
+   * - mspn_regnetx_800mf  |star|
+     - 70.8
+     - 70.3
+     - 256x192x3
+     - 7.17
+     - 2.94
+     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/mspn_regnetx_800mf/pretrained/2022-07-12/mspn_regnetx_800mf.zip>`_
+     - `link <https://github.com/open-mmlab/mmpose>`_
+     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/mspn_regnetx_800mf.hef>`_
+     - 176.8
+     - 534.372
+   * - vit_pose_small
+     - 74.16
+     - 71.6
+     - 256x192x3
+     - 24.29
+     - 17.17
+     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/vit/vit_pose_small/pretrained/2023-11-14/vit_pose_small.zip>`_
+     - `link <https://github.com/ViTAE-Transformer/ViTPose>`_
+     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/vit_pose_small.hef>`_
+     - 25.6655
+     - 91.1646
+   * - vit_pose_small_bn
+     - 72.01
+     - 70.81
+     - 256x192x3
+     - 24.32
+     - 17.17
+     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/SinglePersonPoseEstimation/vit/vit_pose_small_bn/pretrained/2023-07-20/vit_pose_small_bn.zip>`_
+     - `link <https://github.com/ViTAE-Transformer/ViTPose>`_
+     - `download <https://hailo-model-zoo.s3.eu-west-2.amazonaws.com/ModelZoo/Compiled/v2.10.0/hailo8l/vit_pose_small_bn.hef>`_
+     - 58.664
+     - 199.924
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Super_Resolution.rst b/docs/public_models/HAILO8L_Super_Resolution.rst
similarity index 95%
rename from docs/PUBLIC_MODELS_HAILO8L_Super_Resolution.rst
rename to docs/public_models/HAILO8L_Super_Resolution.rst
index 6e7abc7d..e8a80be7 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Super_Resolution.rst
+++ b/docs/public_models/HAILO8L_Super_Resolution.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Super Resolution:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8L_Zero-shot_Classification.rst b/docs/public_models/HAILO8L_Zero_shot_Classification.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO8L_Zero-shot_Classification.rst
rename to docs/public_models/HAILO8L_Zero_shot_Classification.rst
index db524618..db95eca7 100644
--- a/docs/PUBLIC_MODELS_HAILO8L_Zero-shot_Classification.rst
+++ b/docs/public_models/HAILO8L_Zero_shot_Classification.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Zero-shot Classification:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8_Classification.rst b/docs/public_models/HAILO8_Classification.rst
similarity index 99%
rename from docs/PUBLIC_MODELS_HAILO8_Classification.rst
rename to docs/public_models/HAILO8_Classification.rst
index 7cb1b638..d2bd0731 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Classification.rst
+++ b/docs/public_models/HAILO8_Classification.rst
@@ -1,10 +1,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Classification:
diff --git a/docs/PUBLIC_MODELS_HAILO8_Depth_Estimation.rst b/docs/public_models/HAILO8_Depth_Estimation.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO8_Depth_Estimation.rst
rename to docs/public_models/HAILO8_Depth_Estimation.rst
index 39861735..ca25db26 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Depth_Estimation.rst
+++ b/docs/public_models/HAILO8_Depth_Estimation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Depth Estimation:
diff --git a/docs/PUBLIC_MODELS_HAILO8_Face_Attribute.rst b/docs/public_models/HAILO8_Face_Attribute.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO8_Face_Attribute.rst
rename to docs/public_models/HAILO8_Face_Attribute.rst
index 63fcd7c3..417529a1 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Face_Attribute.rst
+++ b/docs/public_models/HAILO8_Face_Attribute.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Face Attribute:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8_Face_Detection.rst b/docs/public_models/HAILO8_Face_Detection.rst
similarity index 97%
rename from docs/PUBLIC_MODELS_HAILO8_Face_Detection.rst
rename to docs/public_models/HAILO8_Face_Detection.rst
index 93b0c9a1..4492f923 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Face_Detection.rst
+++ b/docs/public_models/HAILO8_Face_Detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Face Detection:
diff --git a/docs/PUBLIC_MODELS_HAILO8_Face_Recognition.rst b/docs/public_models/HAILO8_Face_Recognition.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO8_Face_Recognition.rst
rename to docs/public_models/HAILO8_Face_Recognition.rst
index 7641e80d..245e20e5 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Face_Recognition.rst
+++ b/docs/public_models/HAILO8_Face_Recognition.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Face Recognition:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8_Facial_Landmark_Detection.rst b/docs/public_models/HAILO8_Facial_Landmark_Detection.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO8_Facial_Landmark_Detection.rst
rename to docs/public_models/HAILO8_Facial_Landmark_Detection.rst
index 0cb26e4a..2ade5ffd 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Facial_Landmark_Detection.rst
+++ b/docs/public_models/HAILO8_Facial_Landmark_Detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Facial Landmark Detection:
diff --git a/docs/PUBLIC_MODELS_HAILO8_Hand_Landmark_detection.rst b/docs/public_models/HAILO8_Hand_Landmark_detection.rst
similarity index 91%
rename from docs/PUBLIC_MODELS_HAILO8_Hand_Landmark_detection.rst
rename to docs/public_models/HAILO8_Hand_Landmark_detection.rst
index d16b78ad..67fe078a 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Hand_Landmark_detection.rst
+++ b/docs/public_models/HAILO8_Hand_Landmark_detection.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Hand Landmark detection:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8_Image_Denoising.rst b/docs/public_models/HAILO8_Image_Denoising.rst
similarity index 95%
rename from docs/PUBLIC_MODELS_HAILO8_Image_Denoising.rst
rename to docs/public_models/HAILO8_Image_Denoising.rst
index ebcfc0a7..fef5b5e7 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Image_Denoising.rst
+++ b/docs/public_models/HAILO8_Image_Denoising.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Image Denoising:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8_Instance_Segmentation.rst b/docs/public_models/HAILO8_Instance_Segmentation.rst
similarity index 98%
rename from docs/PUBLIC_MODELS_HAILO8_Instance_Segmentation.rst
rename to docs/public_models/HAILO8_Instance_Segmentation.rst
index 3684b3e4..a3b2978a 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Instance_Segmentation.rst
+++ b/docs/public_models/HAILO8_Instance_Segmentation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Instance Segmentation:
diff --git a/docs/PUBLIC_MODELS_HAILO8_Low_Light_Enhancement.rst b/docs/public_models/HAILO8_Low_Light_Enhancement.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO8_Low_Light_Enhancement.rst
rename to docs/public_models/HAILO8_Low_Light_Enhancement.rst
index 2997981b..62d9f5d0 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Low_Light_Enhancement.rst
+++ b/docs/public_models/HAILO8_Low_Light_Enhancement.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Low Light Enhancement:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8_Object_Detection.rst b/docs/public_models/HAILO8_Object_Detection.rst
similarity index 99%
rename from docs/PUBLIC_MODELS_HAILO8_Object_Detection.rst
rename to docs/public_models/HAILO8_Object_Detection.rst
index 704d323c..4e80b9e8 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Object_Detection.rst
+++ b/docs/public_models/HAILO8_Object_Detection.rst
@@ -1,10 +1,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Object Detection:
diff --git a/docs/PUBLIC_MODELS_HAILO8_Person_Attribute.rst b/docs/public_models/HAILO8_Person_Attribute.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO8_Person_Attribute.rst
rename to docs/public_models/HAILO8_Person_Attribute.rst
index c03474dc..a181d71d 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Person_Attribute.rst
+++ b/docs/public_models/HAILO8_Person_Attribute.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Person Attribute:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8_Person_Re-ID.rst b/docs/public_models/HAILO8_Person_Re_ID.rst
similarity index 94%
rename from docs/PUBLIC_MODELS_HAILO8_Person_Re-ID.rst
rename to docs/public_models/HAILO8_Person_Re_ID.rst
index 0a0af14f..4d36f078 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Person_Re-ID.rst
+++ b/docs/public_models/HAILO8_Person_Re_ID.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Person Re-ID:
diff --git a/docs/PUBLIC_MODELS_HAILO8_Pose_Estimation.rst b/docs/public_models/HAILO8_Pose_Estimation.rst
similarity index 96%
rename from docs/PUBLIC_MODELS_HAILO8_Pose_Estimation.rst
rename to docs/public_models/HAILO8_Pose_Estimation.rst
index 13eb2d8a..3608cee3 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Pose_Estimation.rst
+++ b/docs/public_models/HAILO8_Pose_Estimation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Pose Estimation:
diff --git a/docs/PUBLIC_MODELS_HAILO8_Semantic_Segmentation.rst b/docs/public_models/HAILO8_Semantic_Segmentation.rst
similarity index 98%
rename from docs/PUBLIC_MODELS_HAILO8_Semantic_Segmentation.rst
rename to docs/public_models/HAILO8_Semantic_Segmentation.rst
index a0a55f63..db73191e 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Semantic_Segmentation.rst
+++ b/docs/public_models/HAILO8_Semantic_Segmentation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Semantic Segmentation:
diff --git a/docs/PUBLIC_MODELS_HAILO8_Single_Person_Pose_Estimation.rst b/docs/public_models/HAILO8_Single_Person_Pose_Estimation.rst
similarity index 96%
rename from docs/PUBLIC_MODELS_HAILO8_Single_Person_Pose_Estimation.rst
rename to docs/public_models/HAILO8_Single_Person_Pose_Estimation.rst
index 0084cfa7..6067aebd 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Single_Person_Pose_Estimation.rst
+++ b/docs/public_models/HAILO8_Single_Person_Pose_Estimation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Single Person Pose Estimation:
diff --git a/docs/PUBLIC_MODELS_HAILO8_Stereo_Depth_Estimation.rst b/docs/public_models/HAILO8_Stereo_Depth_Estimation.rst
similarity index 91%
rename from docs/PUBLIC_MODELS_HAILO8_Stereo_Depth_Estimation.rst
rename to docs/public_models/HAILO8_Stereo_Depth_Estimation.rst
index b2302875..6ff5db77 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Stereo_Depth_Estimation.rst
+++ b/docs/public_models/HAILO8_Stereo_Depth_Estimation.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Stereo Depth Estimation:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8_Super_Resolution.rst b/docs/public_models/HAILO8_Super_Resolution.rst
similarity index 95%
rename from docs/PUBLIC_MODELS_HAILO8_Super_Resolution.rst
rename to docs/public_models/HAILO8_Super_Resolution.rst
index 2cb5f220..f44d41ed 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Super_Resolution.rst
+++ b/docs/public_models/HAILO8_Super_Resolution.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 .. _Super Resolution:
 
diff --git a/docs/PUBLIC_MODELS_HAILO8_Zero-shot_Classification.rst b/docs/public_models/HAILO8_Zero_shot_Classification.rst
similarity index 92%
rename from docs/PUBLIC_MODELS_HAILO8_Zero-shot_Classification.rst
rename to docs/public_models/HAILO8_Zero_shot_Classification.rst
index b723a52b..12bb70b6 100644
--- a/docs/PUBLIC_MODELS_HAILO8_Zero-shot_Classification.rst
+++ b/docs/public_models/HAILO8_Zero_shot_Classification.rst
@@ -2,10 +2,10 @@
 Public Pre-Trained Models
 =========================
 
-.. |rocket| image:: images/rocket.png
+.. |rocket| image:: ../images/rocket.png
   :width: 18
 
-.. |star| image:: images/star.png
+.. |star| image:: ../images/star.png
   :width: 18
 
 .. _Zero-shot Classification: