A curated list of action recognition and related area resources

[Neurocomputing 2019] Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion

Video Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone

Optical Flow and Deep Learning Use Cases

Video Action Classification Using Spatial Temporal Clues. Original paper: arXiv:1504.01561

Code and models for the Action Recognition benchmark of Assembly101

OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition amidst Occlusions

Action Classification on Breakfast Dataset using Temporal Convolutional Networks (TCN)

Pytorch implementation of skeleton-based action recognition methods

Project for Biometrics class @ Unisa, Summer 2020

Bug reports and feature requests for macOS 11+ video action classification app Action Annotator.

LSTM

This project is to be able to classify any pose into a class by being able to process the landmarks or keypoints in the image.

Using 2D and 3D ConvNet

Prototype lacrosse video action classifier using Python, OpenCV, and PyTorch

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

Benchmark evaluation code for TackleNet: a practice-video dataset for tackle safety assessment in American football

Person-by-Person Action Recognition

Action classification based on multi-modal dataset

Implementation of https://arxiv.org/abs/1412.0767 using pytorch and keras.