120 Open source projects that are alternatives of or similar to Optical Flow Guided Feature

Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection

temporal action detection with SSN

Trajectory-pooled Deep-Convolutional Descriptors

Real time Fight Detection Based on 2D Pose Estimation and RNN Action Recognition

A curated list of action recognition and related area resources

🍴 Annotations for the EPIC KITCHENS-55 Dataset.

Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)

Paper list of activity prediction and related area

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

Video Classification based on PyTorch

As a part of the HAKE project, includes the reproduced SOTA models and the corresponding HAKE-enhanced versions (CVPR2020).

A new codebase for Group Activity Recognition. It contains codes for ICCV 2021 paper: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition and some other methods.

TensorFlow code for finetuning I3D model on UCF101.

ResGCN: an efficient baseline for skeleton-based human action recognition.

Timeception for Complex Action Recognition, CVPR 2019 (Oral Presentation)

Video classification tools using 3D ResNet

Pytorch model zoo for human, include all kinds of 2D CNN, 3D CNN, and CRNN

Using two stream architecture to implement a classic action recognition method on UCF101 dataset

Video-friendly caffe -- comes with the most recent version of Caffe (as of Jan 2019), a video reader, 3D(ND) pooling layer, and an example training script for C3D network and UCF-101 data

Gluon CV Toolkit

Generic PyTorch Dataset Implementation for Loading, Preprocessing and Augmenting Video Datasets

Skeleton-based Action Recognition

Explore Action Recognition

3D ResNets for Action Recognition (CVPR 2018)

To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper

[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition

Using deep learning to perform action recognition in the sport of tennis.

An open-source toolbox for action understanding based on PyTorch

EPIC-KITCHENS-55 baselines for Action Recognition

A lightweight network for body/hand action recognition

Training Toolbox for Caffe

Skeleton-based Action Recognition Papers and Small Notes and Top 2 Leaderboard for NTU-RGBD

Detects Chinese traffic police commanding poses 检测中国交警指挥手势

Dataset and code for the paper "First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations", CVPR 2018.

Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.

keras implementation of inflated 3d from Quo Vardis paper + weights

Temporal Segment Networks (TSN) in PyTorch

Weakly Supervised Action Recognition and Detection

Action recognition.基于C3D的视频动作识别

Tools for movie and video research

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

3D ResNets for Action Recognition

PyTorch implementation of two-stream networks for video action recognition

A list of the Human-Object Interaction Learning studies.

A collection of recent video understanding datasets, under construction!

Code & Models for Temporal Segment Networks (TSN) in ECCV 2016

Action recognition using soft attention based deep recurrent neural networks

C3D for Keras + TensorFlow

This repository host the code for real-time action detection paper

A one stop shop for all of your activity recognition needs.

[ICCV 2021 Oral] Deep Evidential Action Recognition

HAKE: Human Activity Knowledge Engine (CVPR'18/19/20, NeurIPS'20)

HAKE-Action in PyTorch

Data preparation and loader for AMASS

Video Platform for Action Recognition and Object Detection in Pytorch

Dynamic Image Networks for Action Recognition

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

This repo allocate DAPs code of our ECCV 2016 publication