GitHub topics: video-anomaly-detection
Junxi-Chen/Awesome-Video-Anomaly-Detection
A curated collection of papers, code, datasets, and utilities for Video Anomaly Detection, updated every Friday.
Language: Python - Size: 4.53 MB - Last synced at: about 14 hours ago - Pushed at: about 15 hours ago - Stars: 55 - Forks: 1
LIU42/Surveillance
面向监控视频的异常行为检测系统设计。
Language: Vue - Size: 367 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0
apandkochar/FY-Project
Final Year project
Language: Jupyter Notebook - Size: 35.3 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0
fjchange/awesome-video-anomaly-detection
Papers for Video Anomaly Detection, released codes collection, Performance Comparision.
Size: 135 KB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 626 - Forks: 103
vt-le/astnet
This is an official implementation for "Attention-based Residual Autoencoder for Video Anomaly Detection".
Language: Python - Size: 44.1 MB - Last synced at: 19 days ago - Pushed at: 5 months ago - Stars: 121 - Forks: 17
slitiWassim/Drone-Guard
A Self-Supervised Deep Learning Framework for Spatiotemporal Anomaly Detection in UAV Surveillance Videos
Language: JavaScript - Size: 56.6 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0
Tom-roujiang/MSAD
Implementation of "Advancing Video Anomaly Detection: A Concise Review and a New Dataset" (NeurIPS 2024). [MSAD Dataset]
Language: Python - Size: 636 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 10 - Forks: 1
jqtangust/hawk
🔥 🔥 🔥 [NeurIPS 2024] Hawk: Learning to Understand Open-World Video Anomalies
Language: Python - Size: 5.35 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 193 - Forks: 2
pipixin321/HolmesVAU
[CVPR 2025] Official implementation of "Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity"
Language: Python - Size: 60.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 39 - Forks: 2
rohit901/VANE-Bench
[NAACL'25] Contains code and documentation for our VANE-Bench paper.
Language: Python - Size: 38.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 11 - Forks: 1
pipixin321/GlanceVAD
[ICME 2025] Official implementation of "GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection"
Language: Python - Size: 45.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 23 - Forks: 1
aimagelab/CSL-TAL
Pytorch code for ECCVW 2022 paper "Consistency-based Self-supervised Learning for Temporal Anomaly Localization"
Language: Python - Size: 359 KB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 14 - Forks: 2
vt-le/HSTforU
This is an official implement for "HSTforU: Anomaly Detection in Aerial and Ground-based Videos with Hierarchical Spatio-Temporal Transformer for U-net"
Language: Python - Size: 225 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 33 - Forks: 0
talreiss/Accurate-Interpretable-VAD
An Attribute-based Method for Video Anomaly Detection (TMLR 2025)
Language: Python - Size: 54.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 93 - Forks: 12
yugwangyeol/Self-Supervised-Learning-for-Video-Anomaly-Detection
[Research] Self-Supervised Learning for Video Anomaly Detection: Jigsaw-VAD Approach
Language: Python - Size: 128 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 2
henrryzh1/UR-DMU
Official code for AAAI2023 paper "Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection"
Language: Python - Size: 102 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 69 - Forks: 6
tnybny/Frame-level-anomalies-in-videos
Frame level anomaly detection and localization in videos using auto-encoders
Language: Python - Size: 81.1 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 64 - Forks: 19
fudanyliu/IVAD
The official dataset repository for the paper entitled "Appearance-Motion Prototype Network for Automatic Video Anomaly Detection System".
Size: 895 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
GuansongPang/ADRepository-Anomaly-detection-datasets
ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.
Size: 40.1 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 267 - Forks: 43
tianyu0207/RTFM
Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]
Language: Python - Size: 102 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 285 - Forks: 68
YuhaoCheng/PyAnomaly 📦
Useful Toolbox for Anomaly Detection
Language: Python - Size: 6.35 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 107 - Forks: 15
fjchange/MIST_VAD
Official codes for CVPR2021 paper "MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection"
Language: Python - Size: 12.5 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 88 - Forks: 25
jingyuanchan/Real-time-video-anomaly-detection
This is the official implementation of the paper namely Real-Time Anomaly Detection and Feature Analysis Based on Time Series for Surveillance Video.
Language: Jupyter Notebook - Size: 293 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 0
fjchange/pytorch_ano_pre
Pytorch Re-implement of ano_pre_cvpr2018, flownet2 / lite-flownet used.
Language: Python - Size: 471 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 50 - Forks: 20