datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Cataract-LMM
👁️ Cataract-LMM: Large-Scale Multi-Source Multi-Task Benchmark for Surgical AI
Welcome to the official repository for the Cataract-LMM dataset. Hosted on Hugging Face, this dataset represents a comprehensive, clinically representative benchmark designed to accelerate deep learning research in surgical video analysis. By bridging the gap between isolated, single-task datasets and the complex reality of surgical environments, Cataract-LMM… See the full description on the dataset page: https://huggingface.co/datasets/mjahmadi/Cataract-LMM.LMOD-Cataract-1K-surgical-analysis-cot
Cataract-1K LLM-Generated Surgical Instructions
Dataset Overview
This dataset is derived from the Cataract-1K dataset (part of the LMOD benchmark) and enhanced using Qwen3-VL-30B-A3B-Thinking, a large vision-language model with reasoning capabilities. It is designed for training medical AI systems to provide actionable surgical guidance with transparent reasoning.
Generation Process
Source Data: Cataract-1K processed frames with segmentation annotations… See the full description on the dataset page: https://huggingface.co/datasets/mehti/LMOD-Cataract-1K-surgical-analysis-cot.cataract1K_InSegCatcataract_surgery_vlm_eval
Cataract Surgery VLM Evaluation Dataset — Test
Self-contained, flat evaluation set for cataract-surgery video understanding.
No external dependencies — every record and its video live in this single folder.
At a glance
Item
Count
Notes
JSONL records
1004
one file = one record = one valid JSON line
Videos (.mp4)
518
flat, prefixed names; ~3.45 GB total
Split
Test only
held-out evaluation, no training overlap
Folder layout
flat
no subfolders; every… See the full description on the dataset page: https://huggingface.co/datasets/shahedm2001/cataract_surgery_vlm_eval.MICCAI2021_Cataract_semantic_segmentationcataract_dataset_sftLMOD-Cataract-1K
Cataract-1K Dataset Processing
This module describes the Cataract-1K image dataset, a component of the LMOD (Large Multimodal Ophthalmology Dataset) benchmark.
Dataset Overview
Cataract-1K is a comprehensive dataset of cataract surgery videos.
Original Repository: https://github.com/Negin-Ghamsarian/Cataract-1K
Paper and Dataset: LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models
The original dataset is provided in video… See the full description on the dataset page: https://huggingface.co/datasets/mehti/LMOD-Cataract-1K.effective-cataract-surgical-coverage-of-adults-aged-50-and-overby-sex-for-african-countries
Effective Cataract Surgical Coverage of Adults Aged 50 and Overby Sex for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/effective-cataract-surgical-coverage-of-adults-aged-50-and-overby-sex-for-african-countries.Cataract-1kcataract-surgical-coverage-of-adults-aged-50-and-overby-sex-for-african-countries
Cataract Surgical Coverage of Adults Aged 50 and Overby Sex for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/cataract-surgical-coverage-of-adults-aged-50-and-overby-sex-for-african-countries.qwen3-vl-2b-cataract-grpo-runseffective-cataract-surgical-coverage-of-adults-age-for-african-countries
Effective Cataract Surgical Coverage of Adults Age for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: not declared - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/effective-cataract-surgical-coverage-of-adults-age-for-african-countries.segmentation-for-cataract-surgerycataract-101-generated