Research Group CAMMA

Research Group CAMMA's repositories

SurgVLP

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

Language:Python51 5 7

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 activity.

Language:PythonNOASSERTION49 3 12

SelfPose3d

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

Language:PythonNOASSERTION48 2 12

Endoscapes

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

NOASSERTION41 3 12

SelfSupSurg

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

Language:PythonNOASSERTION36 7 9

SSG-VQA

SSG-VQA is a Visual Question Answering (VQA) dataset on laparoscopic videos providing diverse, geometrically grounded, unbiased and surgical action-oriented queries generated using scene graphs.

Language:PythonNOASSERTION34 4 4

UltraSam

Language:PythonNOASSERTION30 10

rendezvous

A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.

Language:PythonNOASSERTION26 4 27

SurgLatentGraph

This repository contains the code associated with our 2023 TMI paper "Latent Graph Representations for Critical View of Safety Assessment" and our MICCAI 2023 paper "Encoding Surgical Videos as Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning".

Language:PythonNOASSERTION26 3 9

tripnet

Language:PythonNOASSERTION17 10 5

AI4surgery

Short tutorial supplementing the Neural Networks and Deep Learning chapter from Artificial Intelligence in Surgery: An AI Primer for Surgical Practice designed to offer hands-on experience with artificial neural networks to surgeons with little to no coding experience.

Language:Jupyter NotebookNOASSERTION15 17 1