Dataset · Hugging Face

TimJaspersTue/ATLAS-120k

Name: ATLAS-120k
Creator: TimJaspersTue
License: cc-by-nc-sa-4.0
Keywords: task_categories:image-segmentation, license:cc-by-nc-sa-4.0, size_categories:100K<n<1M, modality:image, arxiv:2606.22124, region:us, surgical, anatomy, endoscopy, laparoscopic, robot-assisted, minimally-invasive-surgery, semantic-segmentation

ATLAS-120k Surgical Anatomy Recognition with Context Learning using Foundation Representations ATLAS-120k is a large-scale clip-level semantic segmentation dataset for surgical anatomy recognition in minimally invasive surgery (MIS). It comprises over 120,000 annotated frames from 100 surgical videos spanning 14 procedures and 42 anatomical classes, covering both laparoscopic and robot-assisted surgery. Restricted post-release review period — until 31 July 2026.… See the full description on the dataset page: https://huggingface.co/datasets/TimJaspersTue/ATLAS-120k.

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Author / organization	TimJaspersTue
License (as declared)	cc-by-nc-sa-4.0
Downloads	970 (as reported by Hugging Face)
Likes	8
Created	29 May 2026
Last updated at source	30 June 2026

surgicalanatomyendoscopylaparoscopicrobot-assistedminimally-invasive-surgerysemantic-segmentation

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