Report Video: YOUTUBE
This project summarizes the various topics covered and incorporates them into a Streamlit web interface.
| Content | Description | |
|---|---|---|
| 1 | Face Detection | Face recognition, with a minimum of 5 individuals. Within a single frame, there must be multiple individuals with their names labeled. |
| 2 | Object Detection | Recognition of 5 object classes using YOLOv8, trained on Google Colab. The 5 objects selected are capybara, hedgehog, raccoon, kangaroo, and penguin. |
| 3 | Handwritten Digit Detection | Handwritten digit recognition using the MNIST dataset. |
| 4 | Image Processing | Various chapters on image processing. |
| 5 | Hand Gesture Detection | Additionally, we have implemented hand gesture recognition, including gestures such as open hand, closed hand, heart symbol, OK sign, and thumbs up. |