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M3LAB

Multi-Modality Machine Learning Lab

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  1. awesome-industrial-anomaly-detection awesome-industrial-anomaly-detection Public

    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)。

    3.8k 344

  2. awesome-3d-anomaly-detection 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)

    142 4

  3. Real3D-AD Real3D-AD Public

    [NeurIPS 2023] Offical code for <Real3D-AD: A Dataset of Point Cloud Anomaly Detection>. A 3D point cloud anomaly detection dataset and benchmark.

    Python 166 11

  4. open-iad open-iad Public

    Image anomaly detection benchmark in industrial manufacturing

    Python 171 27

  5. awesome-multimodal-brain-image-systhesis awesome-multimodal-brain-image-systhesis Public

    46 7

Repositories

Showing 10 of 16 repositories
  • 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)

    M-3LAB/awesome-3d-anomaly-detection's past year of commit activity
    142 MIT 4 0 0 Updated Sep 20, 2026
  • awesome-industrial-anomaly-detection Public

    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)。

    M-3LAB/awesome-industrial-anomaly-detection's past year of commit activity
    3,797 344 1 0 Updated Sep 20, 2026
  • ASBench Public

    code for ASBench (IEEE Transactions on Artificial Intelligence)

    M-3LAB/ASBench's past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated May 11, 2026
  • UCA-3DL Public
    M-3LAB/UCA-3DL's past year of commit activity
    Python 5 0 0 0 Updated Dec 14, 2025
  • awesome-anomaly-synthesis Public

    Paper list for industrial image anomaly synthesis methods.

    M-3LAB/awesome-anomaly-synthesis's past year of commit activity
    80 8 0 1 Updated Nov 18, 2025
  • Look-Inside-for-More Public

    This is the Reproducible Realisation of the AAAI25 paper "Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection".

    M-3LAB/Look-Inside-for-More's past year of commit activity
    Python 16 MIT 0 0 0 Updated Oct 5, 2025
  • open-iad Public

    Image anomaly detection benchmark in industrial manufacturing

    M-3LAB/open-iad's past year of commit activity
    Python 171 27 3 0 Updated Feb 20, 2025
  • Group3AD Public
    M-3LAB/Group3AD's past year of commit activity
    10 0 2 0 Updated Aug 8, 2024
  • Real3D-AD Public

    [NeurIPS 2023] Offical code for <Real3D-AD: A Dataset of Point Cloud Anomaly Detection>. A 3D point cloud anomaly detection dataset and benchmark.

    M-3LAB/Real3D-AD's past year of commit activity
    Python 166 11 0 0 Updated Mar 13, 2024
  • IM-IAD Public
    M-3LAB/IM-IAD's past year of commit activity
    25 7 0 0 Updated Jul 4, 2023