Realtime micro-expression recognition using OpenCV and PyTorch

Related tags

Deep Learning microexpression_recognition
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
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Comments
  • A doubt

    A doubt

    Dear author, it is a great honor to see your project, but I would like to raise a suspicion that your title seems not very good. I think your project is more about macro expression recognition than micro expression recognition, and your data set contains pictures that are macro expressions, and the test set is also macro expressions. Besides, it does not use the usual processing methods for micro-expressions, so I think your project does not have the ability to recognize micro-expressions.

    opened by YUZHIWANG-bug 3
Owner
Irfan
Irfan
GitHub
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