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.

An open-source toolbox for action understanding based on PyTorch

R-C3D pytorch implementation

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

temporal action detection: benchmark results, features download etc.

A single stage temporal action detection toolbox based on PyTorch

OpenTAD is an open-source temporal action detection (TAD) toolbox based on PyTorch.

[TIP 2022] End-to-end Temporal Action Detection with Transformer

A curated publication list on weakly-supervised temporal action localization

[CVPR 2022] An Empirical Study of End-to-end Temporal Action Detection

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

Awesome papers & datasets specifically focused on long-term videos.

End to End Streaming Video Temporal Segmentation

[CVPR 2021] Multi-shot Temporal Event Localization: a Benchmark

[ECCV 2022] Official Pytorch Implementation of the paper : " Semi-Supervised Temporal Action Detection with Proposal-Free Masking "

[CVPR 2024] Asymmetric Masked Distillation for Pre-Training Small Foundation Models

[ECCV 2022] Official Pytorch Implementation of paper : " Proposal-Free Temporal Action Detection with Global Segmentation Mask Learning "

[Asilomar 2022] Contextual Explainable Video Representation: Human Perception-based Understanding

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

【AAAI 2022】Temporal Action Proposal Generation with Background Constraint