Anomaly Detection Systems Computer Vision Tools

There are 26 anomaly detection systems tools tracked. 1 score above 50 (established tier). The highest-rated is blaz-r/SuperSimpleNet at 50/100 with 154 stars.

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#	Tool	Score	Tier	Stars	Language
1	blaz-r/SuperSimpleNet Official implementation of SuperSimpleNet [ICPR 2024, JIMS 2025]	50	Established	154	Python
2	tianyu0207/RTFM Official code for 'Weakly-supervised Video Anomaly Detection with Robust...	47	Emerging	337	Python
3	tientrandinh/Revisiting-Reverse-Distillation (CVPR 2023) Revisiting Reverse Distillation for Anomaly Detection	45	Emerging	164	Python
4	eliahuhorwitz/3D-ADS Official Implementation for the "Back to the Feature: Classical 3D Features...	41	Emerging	137	Python
5	MaticFuc/SALAD [ICCV 2025] SALAD -- Semantics-Aware Logical Anomaly Detection	38	Emerging	42	Python
6	lilygeorgescu/UBnormal UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection	37	Emerging	102	Python
7	fudanyliu/GVAED Generalized Video Anomaly Event Detection: Systematic Taxonomy and...	37	Emerging	44	—
8	M-3LAB/open-iad Image anomaly detection benchmark in industrial manufacturing	36	Emerging	167	Python
9	tianyu0207/CCD Code for 'Constrained Contrastive Distribution Learning for Unsupervised...	35	Emerging	49	Python
10	tianyu0207/PEBAL [ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly...	34	Emerging	143	Python
11	EricLee0224/PAD [NeurlPS 2023] A Dataset and Benchmark for Pose-agnostic Anomaly Detection.	34	Emerging	101	Python
12	rekkles2/Fed_WSVAD [IEEE TII 2025] Official Implementation for "Dual-Detector Reoptimization...	33	Emerging	26	Python
13	LucStrater/GeneralAD GeneralAD	33	Emerging	56	Python
14	bipinthecoder/anomaly-driven-video-summarization This project implements a novel architecture that combines Change Detection,...	33	Emerging	5	Jupyter Notebook
15	SkiddieAhn/Paper-VideoPatchCore [ACCV 2024] PyTorch Implementation of the Paper 'VideoPatchCore': Official Version	31	Emerging	31	Python
16	pipixin321/GlanceVAD [ICME 2025 Oral] Official implementation of "GlanceVAD: Exploring Glance...	29	Experimental	34	Python
17	Aaryan2304/cctv-video-anomaly-detection A production-grade, deep-learning-based anomaly detection system for CCTV...	29	Experimental	6	Python
18	LIU42/Surveillance 面向监控视频的异常行为检测系统设计。	26	Experimental	11	Vue
19	any-tech/SPADE-fast This is an unofficial implementation of the paper "Sub-Image Anomaly...	26	Experimental	22	Python
20	cosmic-heart/Anomaly-Crime-Activity-Detection Real Time Detection of Anomalous Activity From Videos (mainly crime...	25	Experimental	27	Python
21	aleflabo/COSKAD The official PyTorch implementation of the paper Contracting Skeletal...	22	Experimental	7	Jupyter Notebook
22	AbhinavUtkarsh/3D-Anomaly-Detection Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection...	21	Experimental	7	Python
23	devaldaki3/packinspect-anomaly-detector PackInspect is a low-code visual inspection tool built using TensorFlow and...	18	Experimental	95	Python
24	SuyashMullick/surface-defect-detection-ind Anomaly detection pipeline for industrial surface inspection using the MVTec...	17	Experimental	—	—
25	kumuji/ugains [GCPR 2023] UGainS: Uncertainty Guided Anomaly Instance Segmentation	14	Experimental	16	Python
26	aryanjadhav2006/visual-anomaly-localization Deep learning-based visual anomaly detection with pixel-level segmentation,...	13	Experimental	—	JavaScript