A curated list of action recognition and related area resources

An open-source toolbox for action understanding based on PyTorch

Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video tagging and sport action detection.

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

[CVPR 2023] VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking

temporal action detection with SSN

Spatio-Temporal Action Localization System

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

The second generation of YOWO action detector.

STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)

[CVPR 2021] Actor-Context-Actor Relation Network for Spatio-temporal Action Localization

temporal action detection: benchmark results, features download etc.

Weakly Supervised Action Recognition and Detection

[ICCV 2021] MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions

W-TALC: Weakly-supervised Temporal Activity Localization and Classification

[ECCV 2022] Official Pytorch Implementation of the paper : " Zero-Shot Temporal Action Detection via Vision-Language Prompting "

This is an official implementation of TubeR: Tubelet Transformer for Video Action Detection

This project is designed to display how we can utilize deep learning methods for Sports Data Analytics.

Official Implementation of our WACV2023 paper: “Holistic Interaction Transformer Network for Action Detection”

[NeurIPS 2022 Spotlight] VideoMAE for Action Detection

Graph Distillation for Action Detection

[CVPR2021] CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning

[CVPR 2023] STMixer: A One-Stage Sparse Action Detector

Lua

A list of papers of temporal action detectino using deep learning.

Code of the STAGE module for video action detection

[NeurIPS 2022] PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points

[ICCV 2023] Efficient Video Action Detection with Token Dropout and Context Refinement

You Only Watch One Frame for Online Spatio-Temporal Action Detection

[CVPR 2022] End-to-End Semi-Supervised Learning for Video Action Detection