diff --git a/.github/ISSUE_TEMPLATE/bug-report.yml b/.github/ISSUE_TEMPLATE/bug-report.yml
index f74a3b871d..dbdb9d72b6 100644
--- a/.github/ISSUE_TEMPLATE/bug-report.yml
+++ b/.github/ISSUE_TEMPLATE/bug-report.yml
@@ -1,3 +1,5 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
+
 name: 🐛 Bug Report
 # title: " "
 description: Problems with YOLOv3
diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml
index 43b61e3beb..5c80f143ad 100644
--- a/.github/ISSUE_TEMPLATE/config.yml
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -1,3 +1,5 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
+
 blank_issues_enabled: true
 contact_links:
   - name: 📄 Docs
diff --git a/.github/ISSUE_TEMPLATE/feature-request.yml b/.github/ISSUE_TEMPLATE/feature-request.yml
index 3cc2a96bcd..cb28b4aa9b 100644
--- a/.github/ISSUE_TEMPLATE/feature-request.yml
+++ b/.github/ISSUE_TEMPLATE/feature-request.yml
@@ -1,3 +1,5 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
+
 name: 🚀 Feature Request
 description: Suggest a YOLOv3 idea
 # title: " "
diff --git a/.github/ISSUE_TEMPLATE/question.yml b/.github/ISSUE_TEMPLATE/question.yml
index decb214859..edf0efee9c 100644
--- a/.github/ISSUE_TEMPLATE/question.yml
+++ b/.github/ISSUE_TEMPLATE/question.yml
@@ -1,3 +1,5 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
+
 name: ❓ Question
 description: Ask a YOLOv3 question
 # title: " "
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 2d4ae31873..34985ad6d9 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -1,4 +1,4 @@
-# Ultralytics YOLO 🚀, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Dependabot for package version updates
 # https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
 
diff --git a/.github/workflows/ci-testing.yml b/.github/workflows/ci-testing.yml
index 2de64ab9e9..88719b913c 100644
--- a/.github/workflows/ci-testing.yml
+++ b/.github/workflows/ci-testing.yml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # YOLOv3 Continuous Integration (CI) GitHub Actions tests
 
 name: YOLOv3 CI
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index 2897fd0b45..cece81c8c3 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -1,3 +1,4 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # This action runs GitHub's industry-leading static analysis engine, CodeQL, against a repository's source code to find security vulnerabilities.
 # https://github.com/github/codeql-action
 
diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index c3939ab633..3f44df8f68 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Builds ultralytics/yolov3:latest images on DockerHub https://hub.docker.com/r/ultralytics/yolov3
 
 name: Publish Docker Images
diff --git a/.github/workflows/format.yml b/.github/workflows/format.yml
index 34b277afda..1ed49314ff 100644
--- a/.github/workflows/format.yml
+++ b/.github/workflows/format.yml
@@ -1,4 +1,4 @@
-# Ultralytics 🚀 - AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Ultralytics Actions https://github.com/ultralytics/actions
 # This workflow automatically formats code and documentation in PRs to official Ultralytics standards
 
diff --git a/.github/workflows/greetings.yml b/.github/workflows/greetings.yml
index 8efe82d643..5f311cb48e 100644
--- a/.github/workflows/greetings.yml
+++ b/.github/workflows/greetings.yml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 name: Greetings
 
diff --git a/.github/workflows/links.yml b/.github/workflows/links.yml
index 3acae3ec2d..a90e2c20fb 100644
--- a/.github/workflows/links.yml
+++ b/.github/workflows/links.yml
@@ -1,4 +1,4 @@
-# Ultralytics YOLO 🚀, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Continuous Integration (CI) GitHub Actions tests broken link checker using https://github.com/lycheeverse/lychee
 # Ignores the following status codes to reduce false positives:
 #   - 403(OpenVINO, 'forbidden')
diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml
index cda1acda0c..b4ed8bd6aa 100644
--- a/.github/workflows/stale.yml
+++ b/.github/workflows/stale.yml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 name: Close stale issues
 on:
diff --git a/benchmarks.py b/benchmarks.py
index e91f204d92..1ce0d65cbd 100644
--- a/benchmarks.py
+++ b/benchmarks.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 Run YOLOv3 benchmarks on all supported export formats.
 
diff --git a/classify/predict.py b/classify/predict.py
index 23d608ed32..7737f18ddb 100644
--- a/classify/predict.py
+++ b/classify/predict.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 Run YOLOv3 classification inference on images, videos, directories, globs, YouTube, webcam, streams, etc.
 
diff --git a/classify/train.py b/classify/train.py
index bfcf36fd04..95291edb10 100644
--- a/classify/train.py
+++ b/classify/train.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 Train a YOLOv3 classifier model on a classification dataset.
 
diff --git a/classify/val.py b/classify/val.py
index bf786379f6..58575fbb70 100644
--- a/classify/val.py
+++ b/classify/val.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 Validate a trained YOLOv3 classification model on a classification dataset.
 
diff --git a/data/Argoverse.yaml b/data/Argoverse.yaml
index e11f4b8bb0..e6a07ef3e5 100644
--- a/data/Argoverse.yaml
+++ b/data/Argoverse.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Argoverse-HD dataset (ring-front-center camera) http://www.cs.cmu.edu/~mengtial/proj/streaming/ by Argo AI
 # Example usage: python train.py --data Argoverse.yaml
 # parent
diff --git a/data/GlobalWheat2020.yaml b/data/GlobalWheat2020.yaml
index 8c4cd3397c..52e07a658a 100644
--- a/data/GlobalWheat2020.yaml
+++ b/data/GlobalWheat2020.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Global Wheat 2020 dataset http://www.global-wheat.com/ by University of Saskatchewan
 # Example usage: python train.py --data GlobalWheat2020.yaml
 # parent
diff --git a/data/ImageNet.yaml b/data/ImageNet.yaml
index 71270dde49..62e8cb5ff5 100644
--- a/data/ImageNet.yaml
+++ b/data/ImageNet.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # ImageNet-1k dataset https://www.image-net.org/index.php by Stanford University
 # Simplified class names from https://github.com/anishathalye/imagenet-simple-labels
 # Example usage: python classify/train.py --data imagenet
diff --git a/data/SKU-110K.yaml b/data/SKU-110K.yaml
index d2c216bd1a..272cdea4e9 100644
--- a/data/SKU-110K.yaml
+++ b/data/SKU-110K.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # SKU-110K retail items dataset https://github.com/eg4000/SKU110K_CVPR19 by Trax Retail
 # Example usage: python train.py --data SKU-110K.yaml
 # parent
diff --git a/data/VisDrone.yaml b/data/VisDrone.yaml
index e816989cc8..2934e01f1c 100644
--- a/data/VisDrone.yaml
+++ b/data/VisDrone.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # VisDrone2019-DET dataset https://github.com/VisDrone/VisDrone-Dataset by Tianjin University
 # Example usage: python train.py --data VisDrone.yaml
 # parent
diff --git a/data/coco.yaml b/data/coco.yaml
index 314a4db001..f7ddc80705 100644
--- a/data/coco.yaml
+++ b/data/coco.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # COCO 2017 dataset http://cocodataset.org by Microsoft
 # Example usage: python train.py --data coco.yaml
 # parent
diff --git a/data/coco128-seg.yaml b/data/coco128-seg.yaml
index 36eb047f5b..a3798158bf 100644
--- a/data/coco128-seg.yaml
+++ b/data/coco128-seg.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # COCO128-seg dataset https://www.kaggle.com/ultralytics/coco128 (first 128 images from COCO train2017) by Ultralytics
 # Example usage: python train.py --data coco128.yaml
 # parent
diff --git a/data/coco128.yaml b/data/coco128.yaml
index 5509d3ceea..3a58985aaf 100644
--- a/data/coco128.yaml
+++ b/data/coco128.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # COCO128 dataset https://www.kaggle.com/ultralytics/coco128 (first 128 images from COCO train2017) by Ultralytics
 # Example usage: python train.py --data coco128.yaml
 # parent
diff --git a/data/hyps/hyp.Objects365.yaml b/data/hyps/hyp.Objects365.yaml
index e96e9ac307..77a06577f7 100644
--- a/data/hyps/hyp.Objects365.yaml
+++ b/data/hyps/hyp.Objects365.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Hyperparameters for Objects365 training
 # python train.py --weights yolov5m.pt --data Objects365.yaml --evolve
 # See Hyperparameter Evolution tutorial for details https://github.com/ultralytics/yolov5#tutorials
diff --git a/data/hyps/hyp.VOC.yaml b/data/hyps/hyp.VOC.yaml
index 9831eb0fab..88a418ed59 100644
--- a/data/hyps/hyp.VOC.yaml
+++ b/data/hyps/hyp.VOC.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Hyperparameters for VOC training
 # python train.py --batch 128 --weights yolov5m6.pt --data VOC.yaml --epochs 50 --img 512 --hyp hyp.scratch-med.yaml --evolve
 # See Hyperparameter Evolution tutorial for details https://github.com/ultralytics/yolov5#tutorials
diff --git a/data/hyps/hyp.no-augmentation.yaml b/data/hyps/hyp.no-augmentation.yaml
index 494f023068..2937714df6 100644
--- a/data/hyps/hyp.no-augmentation.yaml
+++ b/data/hyps/hyp.no-augmentation.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Hyperparameters when using Albumentations frameworks
 # python train.py --hyp hyp.no-augmentation.yaml
 # See https://github.com/ultralytics/yolov5/pull/3882 for YOLOv3 + Albumentations Usage examples
diff --git a/data/hyps/hyp.scratch-high.yaml b/data/hyps/hyp.scratch-high.yaml
index 6e89cc0d5d..4acf2f8da8 100644
--- a/data/hyps/hyp.scratch-high.yaml
+++ b/data/hyps/hyp.scratch-high.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Hyperparameters for high-augmentation COCO training from scratch
 # python train.py --batch 32 --cfg yolov5m6.yaml --weights '' --data coco.yaml --img 1280 --epochs 300
 # See tutorials for hyperparameter evolution https://github.com/ultralytics/yolov5#tutorials
diff --git a/data/hyps/hyp.scratch-low.yaml b/data/hyps/hyp.scratch-low.yaml
index 52a3a4e8b8..7f15609f00 100644
--- a/data/hyps/hyp.scratch-low.yaml
+++ b/data/hyps/hyp.scratch-low.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Hyperparameters for low-augmentation COCO training from scratch
 # python train.py --batch 64 --cfg yolov5n6.yaml --weights '' --data coco.yaml --img 640 --epochs 300 --linear
 # See tutorials for hyperparameter evolution https://github.com/ultralytics/yolov5#tutorials
diff --git a/data/hyps/hyp.scratch-med.yaml b/data/hyps/hyp.scratch-med.yaml
index ce7d5d7cb9..18c1b0e963 100644
--- a/data/hyps/hyp.scratch-med.yaml
+++ b/data/hyps/hyp.scratch-med.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Hyperparameters for medium-augmentation COCO training from scratch
 # python train.py --batch 32 --cfg yolov5m6.yaml --weights '' --data coco.yaml --img 1280 --epochs 300
 # See tutorials for hyperparameter evolution https://github.com/ultralytics/yolov5#tutorials
diff --git a/data/objects365.yaml b/data/objects365.yaml
index 2a4fef135f..9e0e199431 100644
--- a/data/objects365.yaml
+++ b/data/objects365.yaml
@@ -1,4 +1,4 @@
-# YOLOv5 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Objects365 dataset https://www.objects365.org/ by Megvii
 # Example usage: python train.py --data Objects365.yaml
 # parent
diff --git a/data/voc.yaml b/data/voc.yaml
index 27fa80bcca..b7f25e7235 100644
--- a/data/voc.yaml
+++ b/data/voc.yaml
@@ -1,4 +1,4 @@
-# YOLOv5 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # PASCAL VOC dataset http://host.robots.ox.ac.uk/pascal/VOC by University of Oxford
 # Example usage: python train.py --data VOC.yaml
 # parent
diff --git a/data/xView.yaml b/data/xView.yaml
index 04ec46d3e0..cadc7f31fd 100644
--- a/data/xView.yaml
+++ b/data/xView.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # DIUx xView 2018 Challenge https://challenge.xviewdataset.org by U.S. National Geospatial-Intelligence Agency (NGA)
 # --------  DOWNLOAD DATA MANUALLY and jar xf val_images.zip to 'datasets/xView' before running train command!  --------
 # Example usage: python train.py --data xView.yaml
diff --git a/detect.py b/detect.py
index daca7fac14..0a5396537a 100644
--- a/detect.py
+++ b/detect.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 Run YOLOv3 detection inference on images, videos, directories, globs, YouTube, webcam, streams, etc.
 
diff --git a/export.py b/export.py
index 70f5045a39..dcfd51debf 100644
--- a/export.py
+++ b/export.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 Export a YOLOv3 PyTorch model to other formats. TensorFlow exports authored by https://github.com/zldrobit
 
diff --git a/hubconf.py b/hubconf.py
index a950909be1..89c47a0721 100644
--- a/hubconf.py
+++ b/hubconf.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 PyTorch Hub models https://pytorch.org/hub/ultralytics_yolov5
 
diff --git a/models/common.py b/models/common.py
index a2b89164e1..b2ce877465 100644
--- a/models/common.py
+++ b/models/common.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Common modules."""
 
 import ast
diff --git a/models/experimental.py b/models/experimental.py
index 5a3af681dc..fba1ed3239 100644
--- a/models/experimental.py
+++ b/models/experimental.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Experimental modules."""
 
 import math
diff --git a/models/hub/anchors.yaml b/models/hub/anchors.yaml
index fb85f14fb3..a2cb271235 100644
--- a/models/hub/anchors.yaml
+++ b/models/hub/anchors.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Default anchors for COCO data
 
 # P5 -------------------------------------------------------------------------------------------------------------------
diff --git a/models/hub/yolov5-bifpn.yaml b/models/hub/yolov5-bifpn.yaml
index 4ea8370473..ec36c165c7 100644
--- a/models/hub/yolov5-bifpn.yaml
+++ b/models/hub/yolov5-bifpn.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5-fpn.yaml b/models/hub/yolov5-fpn.yaml
index ea587cec55..a55b4db137 100644
--- a/models/hub/yolov5-fpn.yaml
+++ b/models/hub/yolov5-fpn.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5-p2.yaml b/models/hub/yolov5-p2.yaml
index 8d2dd9bddb..5841b7fe83 100644
--- a/models/hub/yolov5-p2.yaml
+++ b/models/hub/yolov5-p2.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5-p34.yaml b/models/hub/yolov5-p34.yaml
index 77ebfe3b77..101f08abfb 100644
--- a/models/hub/yolov5-p34.yaml
+++ b/models/hub/yolov5-p34.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5-p6.yaml b/models/hub/yolov5-p6.yaml
index f27a28cc2b..7e68d33107 100644
--- a/models/hub/yolov5-p6.yaml
+++ b/models/hub/yolov5-p6.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5-p7.yaml b/models/hub/yolov5-p7.yaml
index 899e83b74c..238fbf0f85 100644
--- a/models/hub/yolov5-p7.yaml
+++ b/models/hub/yolov5-p7.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5-panet.yaml b/models/hub/yolov5-panet.yaml
index 0b8478751e..b7fa4ffe50 100644
--- a/models/hub/yolov5-panet.yaml
+++ b/models/hub/yolov5-panet.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5l6.yaml b/models/hub/yolov5l6.yaml
index b208cf5307..274419beb7 100644
--- a/models/hub/yolov5l6.yaml
+++ b/models/hub/yolov5l6.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5m6.yaml b/models/hub/yolov5m6.yaml
index d9da4d0750..0ff59e48ba 100644
--- a/models/hub/yolov5m6.yaml
+++ b/models/hub/yolov5m6.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5n6.yaml b/models/hub/yolov5n6.yaml
index a49ecf12c4..abd1fb03dc 100644
--- a/models/hub/yolov5n6.yaml
+++ b/models/hub/yolov5n6.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5s-LeakyReLU.yaml b/models/hub/yolov5s-LeakyReLU.yaml
index 08cb5d91cc..76726a16e0 100644
--- a/models/hub/yolov5s-LeakyReLU.yaml
+++ b/models/hub/yolov5s-LeakyReLU.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5s-ghost.yaml b/models/hub/yolov5s-ghost.yaml
index ed4f7b8ae6..2ce0ef2353 100644
--- a/models/hub/yolov5s-ghost.yaml
+++ b/models/hub/yolov5s-ghost.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5s-transformer.yaml b/models/hub/yolov5s-transformer.yaml
index 12c7992f93..142d7cff07 100644
--- a/models/hub/yolov5s-transformer.yaml
+++ b/models/hub/yolov5s-transformer.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5s6.yaml b/models/hub/yolov5s6.yaml
index 5b37de477c..2f02f2329f 100644
--- a/models/hub/yolov5s6.yaml
+++ b/models/hub/yolov5s6.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/hub/yolov5x6.yaml b/models/hub/yolov5x6.yaml
index 5446399de2..acbbddba81 100644
--- a/models/hub/yolov5x6.yaml
+++ b/models/hub/yolov5x6.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/segment/yolov5l-seg.yaml b/models/segment/yolov5l-seg.yaml
index 83021f2d1f..9e99301f1a 100644
--- a/models/segment/yolov5l-seg.yaml
+++ b/models/segment/yolov5l-seg.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/segment/yolov5m-seg.yaml b/models/segment/yolov5m-seg.yaml
index 81279469f1..2437a90dd6 100644
--- a/models/segment/yolov5m-seg.yaml
+++ b/models/segment/yolov5m-seg.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/segment/yolov5n-seg.yaml b/models/segment/yolov5n-seg.yaml
index a4d44cd8e8..3ffc4fd8c1 100644
--- a/models/segment/yolov5n-seg.yaml
+++ b/models/segment/yolov5n-seg.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/segment/yolov5s-seg.yaml b/models/segment/yolov5s-seg.yaml
index caef266d35..e1a2641da8 100644
--- a/models/segment/yolov5s-seg.yaml
+++ b/models/segment/yolov5s-seg.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/segment/yolov5x-seg.yaml b/models/segment/yolov5x-seg.yaml
index 10e3e5f562..0a8312136c 100644
--- a/models/segment/yolov5x-seg.yaml
+++ b/models/segment/yolov5x-seg.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/tf.py b/models/tf.py
index e988ff0bb5..913445de08 100644
--- a/models/tf.py
+++ b/models/tf.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 TensorFlow, Keras and TFLite versions of YOLOv3
 Authored by https://github.com/zldrobit in PR https://github.com/ultralytics/yolov5/pull/1127
diff --git a/models/yolo.py b/models/yolo.py
index 8602c1697b..b65f6cdcc9 100644
--- a/models/yolo.py
+++ b/models/yolo.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 YOLO-specific modules.
 
diff --git a/models/yolov3-spp.yaml b/models/yolov3-spp.yaml
index 810f517556..9cb9b93a2a 100644
--- a/models/yolov3-spp.yaml
+++ b/models/yolov3-spp.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/yolov3-tiny.yaml b/models/yolov3-tiny.yaml
index 8707f1db1e..e531e34b2e 100644
--- a/models/yolov3-tiny.yaml
+++ b/models/yolov3-tiny.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/yolov3.yaml b/models/yolov3.yaml
index 8a6680e1c5..f181e12bcc 100644
--- a/models/yolov3.yaml
+++ b/models/yolov3.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/yolov5l.yaml b/models/yolov5l.yaml
index 18a8106e2d..69bfe9cd66 100644
--- a/models/yolov5l.yaml
+++ b/models/yolov5l.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/yolov5m.yaml b/models/yolov5m.yaml
index 1637421528..2aac70af11 100644
--- a/models/yolov5m.yaml
+++ b/models/yolov5m.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/yolov5n.yaml b/models/yolov5n.yaml
index 19cb10a84b..ad1cd770da 100644
--- a/models/yolov5n.yaml
+++ b/models/yolov5n.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/yolov5s.yaml b/models/yolov5s.yaml
index 3cd30e8ca5..e2dda5de68 100644
--- a/models/yolov5s.yaml
+++ b/models/yolov5s.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/models/yolov5x.yaml b/models/yolov5x.yaml
index be0f90b8a1..51082e6527 100644
--- a/models/yolov5x.yaml
+++ b/models/yolov5x.yaml
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Parameters
 nc: 80 # number of classes
diff --git a/pyproject.toml b/pyproject.toml
index 4d5d3ad172..12ccf70950 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,4 +1,4 @@
-# Ultralytics YOLO 🚀, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # Overview:
 # This pyproject.toml file manages the build, packaging, and distribution of the Ultralytics library.
diff --git a/segment/predict.py b/segment/predict.py
index de20b9dff1..597060bde7 100644
--- a/segment/predict.py
+++ b/segment/predict.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 Run YOLOv3 segmentation inference on images, videos, directories, streams, etc.
 
diff --git a/segment/train.py b/segment/train.py
index 97c5b2f371..8b83abf7fd 100644
--- a/segment/train.py
+++ b/segment/train.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 Train a YOLOv3 segment model on a segment dataset Models and datasets download automatically from the latest YOLOv3
 release.
diff --git a/segment/val.py b/segment/val.py
index 6179ab87f7..47de1db58b 100644
--- a/segment/val.py
+++ b/segment/val.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 Validate a trained YOLOv3 segment model on a segment dataset.
 
diff --git a/train.py b/train.py
index ac5235599a..3b688cd004 100644
--- a/train.py
+++ b/train.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 Train a YOLOv3 model on a custom dataset. Models and datasets download automatically from the latest YOLOv3 release.
 
diff --git a/utils/__init__.py b/utils/__init__.py
index 3a3524b05a..0d5bf73ec0 100644
--- a/utils/__init__.py
+++ b/utils/__init__.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """utils/initialization."""
 
 import contextlib
diff --git a/utils/activations.py b/utils/activations.py
index 5986a0d08d..457de4ab54 100644
--- a/utils/activations.py
+++ b/utils/activations.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Activation functions."""
 
 import torch
diff --git a/utils/augmentations.py b/utils/augmentations.py
index 5bb36404f1..1468a90ef7 100644
--- a/utils/augmentations.py
+++ b/utils/augmentations.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Image augmentation functions."""
 
 import math
diff --git a/utils/autoanchor.py b/utils/autoanchor.py
index dda1dce7d9..af5cea1e92 100644
--- a/utils/autoanchor.py
+++ b/utils/autoanchor.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """AutoAnchor utils."""
 
 import random
diff --git a/utils/autobatch.py b/utils/autobatch.py
index c2ba75ce07..1e8d8b0775 100644
--- a/utils/autobatch.py
+++ b/utils/autobatch.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Auto-batch utils."""
 
 from copy import deepcopy
diff --git a/utils/aws/resume.py b/utils/aws/resume.py
index 91643e2c40..37c6ffd42c 100644
--- a/utils/aws/resume.py
+++ b/utils/aws/resume.py
@@ -1,3 +1,4 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 # Resume all interrupted trainings in yolov5/ dir including DDP trainings
 # Usage: $ python utils/aws/resume.py
 
diff --git a/utils/callbacks.py b/utils/callbacks.py
index 7ee41642b0..4545d3f64f 100644
--- a/utils/callbacks.py
+++ b/utils/callbacks.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Callback utils."""
 
 import threading
diff --git a/utils/dataloaders.py b/utils/dataloaders.py
index 6bbdf880fe..59a051b0f7 100644
--- a/utils/dataloaders.py
+++ b/utils/dataloaders.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Dataloaders and dataset utils."""
 
 import contextlib
diff --git a/utils/downloads.py b/utils/downloads.py
index 5203dd14b8..c9eb36a1fb 100644
--- a/utils/downloads.py
+++ b/utils/downloads.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Download utils."""
 
 import logging
diff --git a/utils/flask_rest_api/example_request.py b/utils/flask_rest_api/example_request.py
index 55fca5e964..7a411fce7d 100644
--- a/utils/flask_rest_api/example_request.py
+++ b/utils/flask_rest_api/example_request.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Perform test request."""
 
 import pprint
diff --git a/utils/flask_rest_api/restapi.py b/utils/flask_rest_api/restapi.py
index 015316e5b6..67521c02da 100644
--- a/utils/flask_rest_api/restapi.py
+++ b/utils/flask_rest_api/restapi.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Run a Flask REST API exposing one or more YOLOv5s models."""
 
 import argparse
diff --git a/utils/general.py b/utils/general.py
index 6309a22c01..2ea6380623 100644
--- a/utils/general.py
+++ b/utils/general.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """General utils."""
 
 import contextlib
diff --git a/utils/google_app_engine/app.yaml b/utils/google_app_engine/app.yaml
index 5056b7c118..e30c673e52 100644
--- a/utils/google_app_engine/app.yaml
+++ b/utils/google_app_engine/app.yaml
@@ -1,3 +1,5 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
+
 runtime: custom
 env: flex
 
diff --git a/utils/loggers/__init__.py b/utils/loggers/__init__.py
index 1d84536f06..6f04d32ddb 100644
--- a/utils/loggers/__init__.py
+++ b/utils/loggers/__init__.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Logging utils."""
 
 import os
diff --git a/utils/loggers/clearml/clearml_utils.py b/utils/loggers/clearml/clearml_utils.py
index ff417e1581..9ef352fd19 100644
--- a/utils/loggers/clearml/clearml_utils.py
+++ b/utils/loggers/clearml/clearml_utils.py
@@ -1,3 +1,4 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Main Logger class for ClearML experiment tracking."""
 
 import glob
diff --git a/utils/loggers/clearml/hpo.py b/utils/loggers/clearml/hpo.py
index fcbd6770f6..180dcc5b5f 100644
--- a/utils/loggers/clearml/hpo.py
+++ b/utils/loggers/clearml/hpo.py
@@ -1,3 +1,5 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
+
 from clearml import Task
 
 # Connecting ClearML with the current process,
diff --git a/utils/loggers/comet/__init__.py b/utils/loggers/comet/__init__.py
index 74f763a7dc..00667214cc 100644
--- a/utils/loggers/comet/__init__.py
+++ b/utils/loggers/comet/__init__.py
@@ -1,3 +1,5 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
+
 import glob
 import json
 import logging
diff --git a/utils/loggers/comet/comet_utils.py b/utils/loggers/comet/comet_utils.py
index f78c397c1e..f6ba90dc50 100644
--- a/utils/loggers/comet/comet_utils.py
+++ b/utils/loggers/comet/comet_utils.py
@@ -1,3 +1,5 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
+
 import logging
 import os
 from urllib.parse import urlparse
diff --git a/utils/loggers/comet/hpo.py b/utils/loggers/comet/hpo.py
index afcafa8df5..e5fcdfe260 100644
--- a/utils/loggers/comet/hpo.py
+++ b/utils/loggers/comet/hpo.py
@@ -1,3 +1,5 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
+
 import argparse
 import json
 import logging
diff --git a/utils/loggers/wandb/wandb_utils.py b/utils/loggers/wandb/wandb_utils.py
index b24d797016..a3450d5f1f 100644
--- a/utils/loggers/wandb/wandb_utils.py
+++ b/utils/loggers/wandb/wandb_utils.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 
 # WARNING ⚠️ wandb is deprecated and will be removed in future release.
 # See supported integrations at https://github.com/ultralytics/yolov5#integrations
diff --git a/utils/loss.py b/utils/loss.py
index c805e7a2bd..148f5118e5 100644
--- a/utils/loss.py
+++ b/utils/loss.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Loss functions."""
 
 import torch
diff --git a/utils/metrics.py b/utils/metrics.py
index 540ad2c969..6d78c5784f 100644
--- a/utils/metrics.py
+++ b/utils/metrics.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Model validation metrics."""
 
 import math
diff --git a/utils/plots.py b/utils/plots.py
index 6c4af5b3b8..431c0f30f6 100644
--- a/utils/plots.py
+++ b/utils/plots.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Plotting utils."""
 
 import contextlib
diff --git a/utils/segment/augmentations.py b/utils/segment/augmentations.py
index 96047663d7..f37b5e9226 100644
--- a/utils/segment/augmentations.py
+++ b/utils/segment/augmentations.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Image augmentation functions."""
 
 import math
diff --git a/utils/segment/dataloaders.py b/utils/segment/dataloaders.py
index 6cdf6ad982..8f670241dc 100644
--- a/utils/segment/dataloaders.py
+++ b/utils/segment/dataloaders.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Dataloaders."""
 
 import os
diff --git a/utils/segment/general.py b/utils/segment/general.py
index 14ef9e7132..c112df13ff 100644
--- a/utils/segment/general.py
+++ b/utils/segment/general.py
@@ -1,3 +1,5 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
+
 import cv2
 import numpy as np
 import torch
diff --git a/utils/segment/loss.py b/utils/segment/loss.py
index f9533813eb..1871d5662e 100644
--- a/utils/segment/loss.py
+++ b/utils/segment/loss.py
@@ -1,3 +1,5 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
+
 import torch
 import torch.nn as nn
 import torch.nn.functional as F
diff --git a/utils/segment/metrics.py b/utils/segment/metrics.py
index cb74f5cb07..189fded575 100644
--- a/utils/segment/metrics.py
+++ b/utils/segment/metrics.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Model validation metrics."""
 
 import numpy as np
diff --git a/utils/segment/plots.py b/utils/segment/plots.py
index b0c8bee6be..8c4f3d2b9f 100644
--- a/utils/segment/plots.py
+++ b/utils/segment/plots.py
@@ -1,3 +1,5 @@
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
+
 import contextlib
 import math
 from pathlib import Path
diff --git a/utils/torch_utils.py b/utils/torch_utils.py
index a41327f0bf..665beda8a2 100644
--- a/utils/torch_utils.py
+++ b/utils/torch_utils.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """PyTorch utils."""
 
 import math
diff --git a/utils/triton.py b/utils/triton.py
index 3cb0cce869..529f99743d 100644
--- a/utils/triton.py
+++ b/utils/triton.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """Utils to interact with the Triton Inference Server."""
 
 import typing
diff --git a/val.py b/val.py
index 39eaf56145..ca7be53f09 100644
--- a/val.py
+++ b/val.py
@@ -1,4 +1,4 @@
-# YOLOv3 🚀 by Ultralytics, AGPL-3.0 license
+# Ultralytics YOLOv3 🚀, AGPL-3.0 license
 """
 Validate a trained YOLOv3 detection model on a detection dataset.