Realtime micro-expression recognition using OpenCV and PyTorch

Last update: Dec 05, 2022

Overview

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

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

Owner

Irfan

GitHub Repository

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