Face Tracking Webcam Feed

This is a side project for me to learn and interact more with the mediapipe library as well as for me to learn more about openCV.

Dependancies

• Python 3.9
• Opencv-python
• mediapipe
• numpy

Installation Guide

git clone https://github.com/AngKS/Mediapipe-Webcam-Face-Tracker.git
cd Mediapipe-Webcam-Face-Tracker
pip install -r requirements.txt

Further Implementations (Project Roadmap)

• Add a Super Resolution GAN/any Upsampling algorithms to enhance the webcam feed before passing the webcam capture into the mediapipe detection algorithm.
• Implement the entire pipeline onto a Raspberry Pi Zero 2 W and convert it into a Plug & Play Smart Webcam.
• Virtual Background using Image Segmentation(?)

Contributions

If you wish to contribute towards this project (making my life a teeny less miserable), do consider forking this repo, help me out with the implementations and submit a pull request back to the repo. (All help are appreciated! :D)

Credits & References

1. Motivation - Apple CenterStage
2. Dolly Zoom Algorithm - referenced from kailou02/Dolly-Zoom