Micro-expression Recognition
Realtime micro-expression recognition from scratch using OpenCV and PyTorch
Try it out with a webcam or video using the example code given – ‘meRecognition.py‘
Data Collection and Cleaning: https://github.com/k-m-irfan/MER_dataset_cleaning
Dataset: https://www.kaggle.com/datasets/kmirfan/micro-expressions
Notebook: https://www.kaggle.com/code/kmirfan/micro-expression-classification
Trained Weights: https://drive.google.com/file/d/19N4wP8bRsdR9VRf84ex2YFolUhF8qT6k/view?usp=sharing
Stock Video Credits:
PexBell – Free Stock Video Footage – YT, Video by Tima Miroshnichenko from Pexels, Video by Wolfgang Langer from Pexels, Vanessa Van Edwards – YT, Ancient Egypt – YT, and MDI Management Development International – YT
Environment
- Python 3.9.7
- PyTorch 1.10.1
- OpenCV 4.5.4
