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

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.

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

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

End to End Streaming Video Temporal Segmentation

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

A curated publication list on weakly-supervised temporal action localization

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

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

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

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

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

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

[AAAI 2022] DCAN: Improving Temporal Action Detection via Dual Context Aggregation

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

A single stage temporal action detection toolbox based on PyTorch

【AAAI 2022】Temporal Action Proposal Generation with Background Constraint

An open-source toolbox for action understanding based on PyTorch

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

temporal action detection: benchmark results, features download etc.