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

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

Project for Biometrics class @ Unisa, Summer 2020

LSTM

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

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）

Action classification based on multi-modal dataset

Using 2D and 3D ConvNet

Person-by-Person Action Recognition

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

An action classifier is proposed with LSTM model, where data are shaped with sequence data in 3D.

Pytorch implementation of skeleton-based action recognition methods