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The research group CAMMA (Computational Analysis and Modeling of Medical Activities) led by Prof. Nicolas Padoy aims at developing new tools and methods based on computer vision, medical image analysis and machine learning to perceive, model, analyze and support clinician and staff activities in the operating room (OR) using the vast amount of digital data generated during surgeries. We are a joint group of the University of Strasbourg and the IHU MixSurg institute. We are also part of the wider research team AVR (Automatics, Vision and Robotics) in the ICube institute. We are located on the campus of Strasbourg’s University Hospital in the facilities of IHU Strasbourg and collaborate closely with the IRCAD institute and the Nouvel Hopital Civil.

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  1. ConvLSTM-Surgical-Tool-Tracker ConvLSTM-Surgical-Tool-Tracker Public

    This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in surgical video data is modeled using a convolutional LSTM whi…

    Python 40 11

  2. TF-Cholec80 TF-Cholec80 Public

    Library packaging the Cholec80 dataset for easy handling with Tensorflow.

    Jupyter Notebook 34 6

  3. ORPose-Depth ORPose-Depth Public

    Inference demo and evaluation scripts for the MICCAI-2019 paper "Human Pose Estimation on Privacy-Preserving Low-Resolution Depth Images"

    Python 22 4

  4. SelfSupSurg SelfSupSurg Public

    Official repository for "Dissecting Self-Supervised Learning Methods for Surgical Computer Vision"

    Python 34 10

  5. MVOR MVOR Public

    Multi-View Operating Room (MVOR) dataset consists of synchronized multi-view frames recorded by three RGB-D cameras in a hybrid OR during real clinical interventions. We provide camera calibration …

    Python 56 9

  6. cholect50 cholect50 Public

    A repository for surgical action triplet dataset. Data are videos of laparoscopic cholecystectomy that have been annotated with <instrument, verb, target> labels for every surgical fine-grained act…

    Python 47 5

Repositories

Showing 10 of 40 repositories
  • SelfPose3d Public

    Official code for "SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation"

    CAMMA-public/SelfPose3d’s past year of commit activity
    Python 44 6 2 0 Updated Feb 21, 2025
  • Team-OR Public
    CAMMA-public/Team-OR’s past year of commit activity
    Python 1 0 0 0 Updated Feb 13, 2025
  • SurgVLP Public

    Learning multi-modal representations by watching hundreds of surgical video lectures

    CAMMA-public/SurgVLP’s past year of commit activity
    Python 49 2 4 0 Updated Feb 6, 2025
  • Surg-FTDA Public
    CAMMA-public/Surg-FTDA’s past year of commit activity
    Python 3 0 0 0 Updated Feb 2, 2025
  • Endoscapes Public

    Official Repository for the Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment

    CAMMA-public/Endoscapes’s past year of commit activity
    39 1 2 0 Updated Jan 31, 2025
  • UltraSam Public
    CAMMA-public/UltraSam’s past year of commit activity
    Python 27 0 0 0 Updated Jan 15, 2025
  • surgitrack Public
    CAMMA-public/surgitrack’s past year of commit activity
    HTML 5 0 0 0 Updated Jan 11, 2025
  • CAMMA-public/peskavlp.github.io’s past year of commit activity
    JavaScript 0 0 0 0 Updated Jan 9, 2025
  • cholectriplet2022 Public

    CholecTriplet 2022 challenge on surgical action triplet detection

    CAMMA-public/cholectriplet2022’s past year of commit activity
    Jupyter Notebook 11 MIT 3 0 0 Updated Dec 15, 2024
  • ivtmetrics Public template

    A Python evaluation metrics package for surgical action triplet recognition

    CAMMA-public/ivtmetrics’s past year of commit activity
    Python 14 BSD-2-Clause 2 0 0 Updated Dec 10, 2024

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