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

Minimal But Practical Image Classifier Pipline Using Pytorch, Finetune on ResNet18, Got 99% Accuracy on Own Small Datasets.

PyTorch Image Classifier Updates As for many users request, I released a new version of standared pytorch immage classification example at here: http:

106 Nov 06, 2022

Layer 7 DDoS Panel with Cloudflare Bypass ( UAM, CAPTCHA, BFM, etc.. )

Blood Deluxe DDoS DDoS Attack Panel includes CloudFlare Bypass (UAM, CAPTCHA, BFM, etc..)(It works intermittently. Working on it) Don't attack any web

272 Nov 01, 2022

WebUAV-3M: A Benchmark Unveiling the Power of Million-Scale Deep UAV Tracking

WebUAV-3M: A Benchmark Unveiling the Power of Million-Scale Deep UAV Tracking [Paper Link] Abstract In this work, we contribute a new million-scale Un

25 Jan 01, 2023

PyTorch implementation of paper "IBRNet: Learning Multi-View Image-Based Rendering", CVPR 2021.

IBRNet: Learning Multi-View Image-Based Rendering PyTorch implementation of paper "IBRNet: Learning Multi-View Image-Based Rendering", CVPR 2021. IBRN

371 Jan 03, 2023

Repositorio oficial del curso IIC2233 Programación Avanzada 🚀✨

IIC2233 - Programación Avanzada Evaluación Las evaluaciones serán efectuadas por medio de actividades prácticas en clases y tareas. Se calculará la no

47 Sep 06, 2022

AI that generate music

PianoGPT ai that generate music try it here https://share.streamlit.io/annasajkh/pianogpt/main/main.py or here https://huggingface.co/spaces/Annas/Pia

28 Nov 27, 2022

Code for "3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop"

PyMAF This repository contains the code for the following paper: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop Hongwe

450 Dec 28, 2022

PyTorch implementation of CVPR'18 - Perturbative Neural Networks

This is an attempt to reproduce results in Perturbative Neural Networks paper. See original repo for details.

57 May 14, 2021

TrackTech: Real-time tracking of subjects and objects on multiple cameras

TrackTech: Real-time tracking of subjects and objects on multiple cameras This project is part of the 2021 spring bachelor final project of the Bachel

5 Jun 17, 2022

Code for our paper "MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction" published at ICCV 2021.

MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction This repository contains the code for the p

30 Jan 05, 2023

Realtime micro-expression recognition using OpenCV and PyTorch

Related tags

Overview

Micro-expression Recognition

Realtime micro-expression recognition from scratch using OpenCV and PyTorch

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:

Environment

Owner

Irfan

Minimal But Practical Image Classifier Pipline Using Pytorch, Finetune on ResNet18, Got 99% Accuracy on Own Small Datasets.

Layer 7 DDoS Panel with Cloudflare Bypass ( UAM, CAPTCHA, BFM, etc.. )

WebUAV-3M: A Benchmark Unveiling the Power of Million-Scale Deep UAV Tracking

PyTorch implementation of paper "IBRNet: Learning Multi-View Image-Based Rendering", CVPR 2021.

Repositorio oficial del curso IIC2233 Programación Avanzada 🚀✨

AI that generate music

Code for "3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop"

PyTorch implementation of CVPR'18 - Perturbative Neural Networks

TrackTech: Real-time tracking of subjects and objects on multiple cameras

Code for our paper "MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction" published at ICCV 2021.

ComPhy: Compositional Physical Reasoning ofObjects and Events from Videos

Python code for the paper How to scale hyperparameters for quickshift image segmentation

This repository provides the official code for GeNER (an automated dataset Generation framework for NER).

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

DCA - Official Python implementation of Delaunay Component Analysis algorithm

Unofficial Implementation of MLP-Mixer, Image Classification Model

Code Impementation for "Mold into a Graph: Efficient Bayesian Optimization over Mixed Spaces"

Official pytorch code for "APP: Anytime Progressive Pruning"

Semi-supervised Video Deraining with Dynamical Rain Generator (CVPR, 2021, Pytorch)

optimization routines for hyperparameter tuning