Text · dataset · 2026
SurgAtlas
Listed in Hugging Face Datasets
SurgAtlas SurgAtlas: A Large-Scale Surgical Video-Language Dataset with 2,391 Hours of Open and Minimally Invasive Surgery [Paper] SurgAtlas is a large-scale surgical video-language dataset built from publicly available surgical videos on YouTube.
Description
It contains 15,291 videos and 2,391 hours of surgery, spanning 18 surgical specialties and more than 5,000 procedure types. SurgAtlas includes 6,182 open-surgery videos alongside more than 9,000 minimally invasive recordings.
The… See the full description on the dataset page: huggingface.co/datasets/filbel/SurgAtlas.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/filbel/SurgAtlas ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2606.25905 arxiv.org/abs/2606.25905 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/filbel/SurgAtlas ↗
metadata API · from Hugging Face
Topics
- Stated by source
- tabular · text · video · video classification · video text to text · visual question answering
- From keywords
- Computer Science & AI · Surgery · Video
Provenance · 1 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | filbel/SurgAtlas | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:video | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:video | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['video'] |
| concepts[task].hf_task:video-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:video-text-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:visual-question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |