video-analysis

A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 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 : )

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

A collection of computer vision pre-trained models.

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

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

Code release for ActionFormer (ECCV 2022)

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.

Library with dynamic audio/video composition and runtime control

⚡ 一款用于自动语音识别 (ASR)、翻译的高性能异步 API。不需要购买Whisper API，使用本地运行的Whisper模型进行推理，并支持多GPU并发，针对分布式部署进行设计。还内置了包括TikTok、抖音等社交媒体平台的爬虫，可实现来自多个社交平台的无缝媒体处理，为媒体内容数据自动化处理提供了强大且可扩展的解决方案。

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

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

[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! 🤪