Code and models for MICCAI23 paper: "Self-Supervised Learning for Endoscopy Video Analysis".
☆22Oct 2, 2023Updated 2 years ago
Alternatives and similar repositories for endossl
Users that are interested in endossl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Apr 18, 2025Updated 11 months ago
- Large-scale Self-supervised Pre-training for Endoscopy☆47Jun 11, 2024Updated last year
- [ICCV 2021] Official implementation of 'Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation', in Pytorch.☆16May 12, 2023Updated 2 years ago
- [MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train☆219Oct 11, 2025Updated 5 months ago
- ☆45Feb 16, 2026Updated last month
- [Nature Biomedical Engineering 2023] Decoding surgical activity from videos with a vision transformer☆22Jun 6, 2024Updated last year
- [IEEE JBHI'25] Improving Foundation Model for Endoscopy Video Analysis via Representation Learning on Long Sequences☆25Oct 11, 2025Updated 5 months ago
- Official Repository for the Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment☆60Sep 17, 2025Updated 6 months ago
- Official repository for "Dissecting Self-Supervised Learning Methods for Surgical Computer Vision"☆44May 23, 2025Updated 10 months ago
- [MedIA'20]Multi-task recurrent convolutional network with correlation loss for surgical video analysis, winner algorithm at MICCAI'19 Sur…☆50Sep 24, 2021Updated 4 years ago
- Endora: Video Generation Models as Endoscopy Simulators (MICCAI 2024)☆150Feb 4, 2026Updated last month
- Long Surgical Phase Recognition☆24Nov 7, 2024Updated last year
- ☆54Jun 12, 2025Updated 9 months ago
- [MICCAI 2024] Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition☆45Aug 28, 2025Updated 6 months ago
- This repo contains the Pytorch implementation of the AAAI'18 paper - Deep Reinforcement Learning for Unsupervised Video Summarization wit…☆11Jun 5, 2023Updated 2 years ago
- EACL 2023 paper "MLASK: Multimodal Summarization of Video-based News Articles"☆12Nov 7, 2023Updated 2 years ago
- ☆12Jan 26, 2025Updated last year
- ☆11Jun 5, 2021Updated 4 years ago
- ☆12Oct 8, 2024Updated last year
- Photometric Calibration for Endomapper dataset☆12Jul 4, 2024Updated last year
- Denoising method based on Deep Image Prior and Neural Image Assessment☆10Mar 10, 2020Updated 6 years ago
- A geometry-aware deep network for depth estimation in monocular endoscopy☆35Jun 19, 2023Updated 2 years ago
- ☆68Feb 1, 2024Updated 2 years ago
- [MICCAI'22] Unsupervised Contrastive Learning on Gall Bladder Ultrasound Videos☆11May 28, 2023Updated 2 years ago
- SPA: Self-Peripheral-Attention for Central-Peripheral Interactions in Endoscopic Image Classification and Segmentation☆11Feb 5, 2024Updated 2 years ago
- Weighted Masks Fusion (WMF) - Ensembling for Instance Segmentation.☆11Aug 1, 2023Updated 2 years ago
- There are compilations of surgery-related tasks, datasets, and papers.☆157Nov 9, 2025Updated 4 months ago
- Official implementation of "EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy", MICCAI 2…☆11Jan 29, 2026Updated last month
- Organic Electronic Device Simulator☆15Dec 14, 2019Updated 6 years ago
- 3D Reconstruction of Endoscopy Images with NeRF☆12Mar 21, 2024Updated 2 years ago
- ☆52Feb 6, 2024Updated 2 years ago
- ☆15Jun 27, 2023Updated 2 years ago
- A Tutorial on RAG and Fine-Tuning LLMs☆14Nov 27, 2023Updated 2 years ago
- AAAI2023 Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation☆28Sep 19, 2023Updated 2 years ago
- [MICCAI2025] PR-ENDO: Physically Based Relightable Gaussian Splatting for Endoscopy☆20Jul 10, 2025Updated 8 months ago
- Machine Leaning Approaches for Classification of Children with Autism Spectrum Disorder☆13Aug 18, 2020Updated 5 years ago
- A memory efficient implementation of custom SWISH and MISH activation functions in Pytorch☆13Jun 29, 2020Updated 5 years ago
- "Neural Surface Reconstruction of Deformable Tissues with Stereo Endoscope Videos" (MICCAI 2023 Oral)☆65Nov 7, 2023Updated 2 years ago
- Library for the Test-based Calibration Error (TCE) metric to quantify the degree to classifier calibration.☆13Sep 15, 2023Updated 2 years ago