Video Query System

Localizing narrated human activities in lifestyle vlogs.

A curated list of papers in the domain of spatio-temporal action detection (or action localization.) NOTE: This repository does not contains papers for Temporal Action Localization.

ChangeIt dataset with more than 2600 hours of video with state-changing actions published at CVPR 2022

Official repository of ECCV 2024 paper - "HAT: History-Augmented Anchor Transformer for Online Temporal Action Localization"

Code for the paper "Multi-Task Learning of Object States and State-Modifying Actions from Web Videos" published in TPAMI

[ICCV 2021] Official PyTorch implementation for "D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations"

A PyTorch implementation of ACRNet based on ICME 2023 paper "Weakly-supervised Temporal Action Localization with Adaptive Clustering and Refining Network"

Tensorflow Reproduction of the EMNLP-2018 paper "Temporally Grounding Natural Sentence in Video"

[BMVC 2021]: Official PyTorch implementation of : "Few Shot Temporal Action Localization using Query Adaptive Transformers"

Action-Localization, Atomic Visual Actions (AVA) Dataset

Temporal Action Localization Visualization Tool (TALVT) is a Javascript based simple visualization tool to visualize the outcomes of the code before using the evaluation script

Code for Look for the Change paper published at CVPR 2022

Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization (ECCV 2020)

Weakly-supervised Action Localization

Code for Spotting Temporally Precise, Fine-Grained Events in Video

Official Tensorflow Implementation of the AAAI-2020 paper "Temporally Grounding Language Queries in Videos by Contextual Boundary-aware Prediction"

temporal action detection: benchmark results, features download etc.

[ICLR 2022] TAda! Temporally-Adaptive Convolutions for Video Understanding. This codebase provides solutions for video classification, video representation learning and temporal detection.

Code release for ActionFormer (ECCV 2022)