[ECCV 2024] Official Implementation of "OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding"
☆63Jul 5, 2025Updated 11 months ago
Alternatives and similar repositories for OphNet-benchmark
Users that are interested in OphNet-benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆23Jan 12, 2024Updated 2 years ago
- [COLING'25] HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding☆45Nov 30, 2024Updated last year
- ☆17Jul 5, 2021Updated 4 years ago
- [MedIA'25] Learning multi-modal representations by watching hundreds of surgical video lectures☆84Sep 14, 2025Updated 9 months ago
- TMI 2023: Less is More: Surgical Phase Recognition from Timestamp Supervision☆22Feb 9, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- IEEE TMI 2022: Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos☆17Jun 27, 2022Updated 4 years ago
- ☆18Sep 19, 2024Updated last year
- [MICCAI 2024] Official dataset release for "EgoSurgery: A Dataset for Surgical Video Understanding from Egocentric Open Surgery Videos"☆28Nov 25, 2024Updated last year
- Official repository of the GraSP dataset and implemention of TAPIS☆54Dec 31, 2024Updated last year
- [NeurIPS'25] EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis☆64Mar 19, 2026Updated 3 months ago
- ☆22Sep 19, 2025Updated 9 months ago
- ☆13Jun 26, 2022Updated 4 years ago
- This repository contains the implementation of the methods presented in the paper "Effective semantic segmentation in Cataract Surgery: W…☆20Jun 23, 2024Updated 2 years ago
- [MedIA 2025] - Official repo for the paper: "Scaling up self-supervised learning for improved surgical foundation models"☆58Mar 2, 2026Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- List of surgical tool datasets organised by task.☆175Aug 30, 2024Updated last year
- Official Code for "Large-scale Self-supervised Video Foundation Model for Intelligent Surgery"☆50Jun 4, 2025Updated last year
- There are compilations of surgery-related tasks, datasets, and papers.☆183Apr 3, 2026Updated 3 months ago
- Reading list for deep learning in Computer Vision and Medical Image Analysis☆12Nov 2, 2021Updated 4 years ago
- ☆51Feb 16, 2026Updated 4 months ago
- ☆38Apr 5, 2025Updated last year
- Official Implementation of "CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning" on MIC…☆18Feb 12, 2025Updated last year
- ☆10Oct 5, 2023Updated 2 years ago
- A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.☆37Sep 17, 2025Updated 9 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [IEEE TPAMI 2025] This repository is the official implementation of the paper "VisionUnite: A Vision-Language Foundation Model for Ophtha…☆58Updated this week
- Code repository for paper: "General surgery vision transformer: A video pre-trained foundation model for general surgery"☆51Apr 19, 2024Updated 2 years ago
- [npj Digital Medicine] A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis☆19Feb 6, 2025Updated last year
- The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024☆30Jul 30, 2024Updated last year
- Surgical Visual Question Answering. A transformer-based surgical VQA model. Offical Implementation of "Surgical-VQA: Visual Question Answ…☆68Mar 27, 2023Updated 3 years ago
- Dataset for multi-perspective surgical tool tracking☆37Feb 21, 2026Updated 4 months ago
- [ACLW'24] LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition☆58Aug 13, 2024Updated last year
- [MedIA'25] FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.☆186Nov 27, 2025Updated 7 months ago
- Official code of the paper ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling accepted at MICCAI 2024.☆24Jan 6, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- SurgLaVi: Official repository☆38Mar 4, 2026Updated 3 months ago
- [AAAI 2025] MonoBox: Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint☆24Dec 5, 2025Updated 6 months ago
- Official code of the paper MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environ…☆58Aug 27, 2025Updated 10 months ago
- [CVPR2024] PairAug: What Can Augmented Image-Text Pairs Do for Radiology?☆29Nov 11, 2024Updated last year
- Vision-language foundation model for zero-shot dermatology☆28Jun 9, 2026Updated 3 weeks ago
- The official code to build up dataset PMC-OA☆34Jul 16, 2024Updated last year
- Papers from the intersection of surgery and data science / machine learning☆16Jan 28, 2024Updated 2 years ago