Collection of open datasets in computer vision.

FFT PyTorch 0.3 GPU implementation & experiments with DeepFFT model in Video Action Recognition and VM Classification

A PyTorch implementation of "Spatiotemporal Multiplier Networks for Video Action Recognition"

A PyTorch implementation of "SlowFast Networks for Video Recognition"

MFNet的实现和改进。

An Online Web Game "You Perform, I Guess!" based on C3D Model

3D backbone for video action recognition

A new and computationally cheap method to perform human activity recognition using PoseNet and LSTM. Where we use PoseNet for Preprocessing and LSTM for understand the sequence.

This project involves the identification of different actions from video clips where the action may or may not be performed throughout the entire duration of the video. This is done using two CNN models which are 3D-CNN and LSTM models.

[Arxiv2020] The code for our paper 《Self-Supervised Temporal-Discriminative Representation Learning for Video Action Recognition》 https://arxiv.org/abs/2008.02129

Video Action Recognition using Deep Learning

Single run action detector on video stream data

This is my todo list and some useful materials

Code associated with "M2A: Motion Aware Attention for Accurate Video Action Recognition"

A PyTorch implementation of UM based on AAAI 2021 paper "Weakly-supervised Temporal Action Localization by Uncertainty Modeling"

A simple but efficient transformer model for video action recognition

Official code for CVPR'19 paper "Collaborative Spatiotemporal Feature Learning for Video Action Recognition"

A PyTorch implementation of MCA based on PRICAI 2022 paper "Weakly-supervised Temporal Action Localization with Multi-head Cross-modal Attention"

NTU Fall 2019 Deep Learning for Computer Vision Homework 4 - Action Segmentation

A PyTorch implementation of RSC based on MMM 2023 paper "Weakly-supervised Temporal Action Localization with Regional Similarity Consistency"