A collection of computer vision pre-trained models.

[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : ) 。**VideoPipe下一版本正在开发中，在保证跨平台、易上手的前提下，预计性能直逼deepstream等各硬件平台官方框架**。

Papers, code and datasets about deep learning and multi-modal learning for video analysis

SiamMOT: Siamese Multi-Object Tracking

Official implementation of Paper Future Frame Prediction for Anomaly Detection -- A New Baseline, CVPR 2018

Video-based object counting software.

Code release for ActionFormer (ECCV 2022)

Library with dynamic audio/video composition and runtime control

Video and Image Analytics for Multiple Environments

Codebase for CVPR2020 A Local-to-Global Approach to Multi-modal Movie Scene Segmentation

Awesome Resources for Advanced Computer Vision Topics

[NeurIPS 2021 Spotlight] Official implementation of Long Short-Term Transformer for Online Action Detection

Useful Toolbox for Anomaly Detection

An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonwoo Noh, Sriram Somasundaram, and Joseph J. Lim

To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper

A short script showing how to build simple real-time video analytics apps using YOLOv8 and Supervision. Try it out, and most importantly have fun! 🤪

A curated list of awesome self-supervised learning methods in videos

[MM'21] Former-DFER: Dynamic Facial Expression Recognition Transformer