Repositories list

• awesome-3d-anomaly-detection

  Public
  We have summarised all 3D anomaly detection methods and datasets (still updating). 多模态，点云和姿势无关异常检测的综述仓库（持续更新）

  computer-visiongraphicspoint-cloud+ 8reviewsdatasets3dawesome-listsanomaly-detectionthree-dimensionalanomaly-segmentation+ 1

  MIT License

  •0•70•0•0•Updated Feb 14, 2026Feb 14, 2026

• awesome-industrial-anomaly-detection

  Public

  M-3LAB/awesome-industrial-anomaly-detection’s past year of commit activity
  Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

  computer-visiondeep-learningdataset+ 4anomaly-detectiondefect-detectionanomaly-segmentationindustrial-image

  290•3.3k•1•0•Updated Feb 12, 2026Feb 12, 2026

• UCA-3DL

  Public
  Python

  •0•5•0•0•Updated Dec 14, 2025Dec 14, 2025

• awesome-anomaly-synthesis

  Public

  M-3LAB/awesome-anomaly-synthesis’s past year of commit activity
  Paper list for industrial image anomaly synthesis methods.

  anomaly-detectionindustrial-imageanomaly-synthesis

  7•72•0•0•Updated Nov 18, 2025Nov 18, 2025

• Look-Inside-for-More

  Public

  M-3LAB/Look-Inside-for-More’s past year of commit activity
  This is the Reproducible Realisation of the AAAI25 paper "Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection".

  Python

  •

  MIT License

  •0•16•0•0•Updated Oct 5, 2025Oct 5, 2025

• open-iad

  Public

  M-3LAB/open-iad’s past year of commit activity
  Image anomaly detection benchmark in industrial manufacturing

  computer-visiondeep-learningindustrial-automation+ 3anomaly-detectiondefect-inspectionindustrial-image

  Python

  •26•165•3•0•Updated Feb 20, 2025Feb 20, 2025

• Group3AD

  Public
  0•10•2•0•Updated Aug 8, 2024Aug 8, 2024

• Real3D-AD

  Public

  M-3LAB/Real3D-AD’s past year of commit activity
  [NeurIPS 2023] Offical code for <Real3D-AD: A Dataset of Point Cloud Anomaly Detection>. A 3D point cloud anomaly detection dataset and benchmark.

  point-clouddatasetanomaly-detection+ 2neurips3d-anomaly-detection

  Python

  •11•154•0•0•Updated Mar 13, 2024Mar 13, 2024

• IM-IAD

  Public

  M-3LAB/IM-IAD’s past year of commit activity
  7•24•0•0•Updated Jul 4, 2023Jul 4, 2023

• .github

  Public

  M-3LAB/.github’s past year of commit activity
  0•0•0•0•Updated May 30, 2023May 30, 2023

• FedMed-GAN

  Public
  Python

  •4•10•1•0•Updated May 22, 2023May 22, 2023

• awesome-multimodal-brain-image-systhesis

  Public
  deep-learningsurveymedical-image-processing+ 4image-to-image-translationimage-synthesiscross-modalitybrain-images

  6•43•0•0•Updated Apr 11, 2023Apr 11, 2023

• COAD.github.io

  Public
  HTML

  •0•0•0•0•Updated Jan 29, 2023Jan 29, 2023

• K-CROSS

  Public
  Python

  •0•0•0•0•Updated Jul 29, 2022Jul 29, 2022

• awesome-visual-sensory-anomaly-detection

  Public
  4•49•0•0•Updated Mar 21, 2022Mar 21, 2022