Dataset · Hugging Face

tyluan/Endovis2017

Name: Endovis2017
Creator: tyluan
License: cc-by-4.0
Keywords: task_categories:image-segmentation, license:cc-by-4.0, size_categories:1K<n<10K, format:parquet, format:optimized-parquet, modality:image, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, arxiv:1902.06426, region:us, medical, surgical-instruments

Dataset Card for Endovis2017 Dataset Description Dataset Summary The Endovis2017 dataset contains preprocessed data for surgical instrument segmentation in robotic endoscopic procedures. This dataset was part of the MICCAI 2017 EndoVis Challenge for robotic instrument segmentation. The dataset includes high-resolution images from the da Vinci surgical system along with pixel-level segmentation annotations for surgical instruments. It is designed for… See the full description on the dataset page: https://huggingface.co/datasets/tyluan/Endovis2017.

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Author / organization	tyluan
License (as declared)	cc-by-4.0
Downloads	169 (as reported by Hugging Face)
Likes	0
Created	19 October 2025
Last updated at source	26 October 2025

medicalsurgical-instrumentsendoscopyrobotic-surgeryimage-segmentation

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17 Oct 2026 Description: Dataset Card for Endovis2017 Dataset Description Dataset Summary The Endovis2017 dataset contains preprocessed data for surgical instrument segmentation in robotic endoscopic procedures. This dataset was part of the MICCAI 2017 EndoVis Chal → Dataset Card for Endovis2017 Dataset Description Dataset Summary The Endovis2017 dataset contains preprocessed data for surgical instrument segmentation in robotic endoscopic procedures. This dataset was part of the MICCAI 2017 EndoVis Chal

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