Face-masking-with-CV

Final Project on Computer Vision Skoltech course 2020

Goals

• Attach masks to different parts of face on selfies, videos, in real-time
• Make them move with a person
• Add extra features depending on movements

CV algorithm

1. Keypoints detection

Keypoints detection: dlib pre-trained facial landmark detector (68 points).

2. Affine transformation

3. Eye blink detection

4. Detecting eye circle

5. Opened mouth detection

Using movements

Eye blink: switch to angel (or devil)

Open mouth: put protective mask

Examples

Want to try?

Check out fast_guide.ipynb

Tools

• Python 3
• OpenCV
• Keypoint detection: the cascade of regressors using dlib