Overview

Datasets

0. UMN Download link
1. UCSD Download link
2. Subway Entrance/Exit Download link
3. CUHK Avenue Download link
   • HD-Avenue [Skeleton-based]
4. ShanghaiTech Download link
   • HD-ShanghaiTech [Skeleton-based]
5. UCF-Crime (Weakly Supervised)
   • UCFCrime2Local (subset of UCF-Crime but with spatial annotations.) Download_link, [Ano-Locality]
   • Spatial Temporal Annotations Download_link [Background-Bias]
6. Traffic-Train
7. Belleview
8. Street Scene (WACV 2020) [Street Scenes] Download link
9. IITB-Corridor (WACV 2020) [Rodrigurs.etl]
10. XD-Violence (ECCV 2020) XD-ViolenceDownload link
11. ADOC (ACCV 2020) [ADOC]Download_link
12. UBnormal (CVPR 2022) [UBnormal] Project Link Open-Set

The Datasets belowed are about Traffic Accidents Anticipating in Dashcam videos or Surveillance videos

1. CADP (CarCrash Accidents Detection and Prediction)
2. DAD paper, Download link
3. A3D paper, Download link
4. DADA Download link
5. DoTA Download_link
6. Iowa DOT Download_link

视频异常检测开源代码

https://github.com/LiUzHiAn/hf2vad (ICCV23)

anomaly detection

https://github.com/zhangzjn/ader

https://github.com/fjchange/awesome-video-anomaly-detection

Github 论文合集（Awesome Action Recognition）

https://github.com/jinwchoi/awesome-action-recognition

https://github.com/fjchange/awesome-video-anomaly-detection/blob/master/README.md

人脸识别算法

https://github.com/ageitgey/face_recognition