Datasets:
Tasks:
Image Segmentation
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
License:
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README.md
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license: cc-by-nc-4.0
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task_categories:
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- image-segmentation
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language:
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- en
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tags:
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- medical
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- image
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pretty_name: 'bcv15-lite'
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size_categories:
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- n<1K
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---
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## About
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This is a redistribution of the [BCV15 dataset](https://www.synapse.org/Synapse:syn3193805/wiki/89480) which is a open dataset on Synapse.
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We inlcude data (images + segmentation masks) for these tasks in BCV15:
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- Abdomen: https://www.synapse.org/Synapse:syn3193805/wiki/217789
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- Cervix: https://www.synapse.org/Synapse:syn3193805/wiki/217790
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---
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license: cc-by-nc-4.0
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task_categories:
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- image-segmentation
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language:
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- en
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tags:
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- medical
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- image
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pretty_name: 'bcv15-lite'
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size_categories:
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- n<1K
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---
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## About
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This is a redistribution of the [BCV15 dataset](https://www.synapse.org/Synapse:syn3193805/wiki/89480) which is a open dataset on Synapse.
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We inlcude data (images + segmentation masks) for these tasks in BCV15:
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- Abdomen: https://www.synapse.org/Synapse:syn3193805/wiki/217789
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- Cervix: https://www.synapse.org/Synapse:syn3193805/wiki/217790
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## News
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- [10 Oct, 2025] This dataset is integrated into 🔥[MedVision](https://huggingface.co/datasets/YongchengYAO/MedVision)🔥
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## Segmentation Labels
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```python
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labels_map_Abdomen = {
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"1": "spleen",
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"2": "right kidney",
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"3": "left kidney",
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"4": "gallbladder",
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"5": "esophagus",
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"6": "liver",
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"7": "stomach",
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"8": "aorta",
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"9": "inferior vena cava",
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"10": "portal vein and splenic vein",
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"11": "pancreas",
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"12": "right adrenal gland",
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"13": "left adrenal gland",
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}
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labels_map_Cervix = {
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"1": "bladder",
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"2": "uterus",
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"3": "rectum",
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"4": "small bowel",
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}
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```
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## Official Release
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For more information, please go to the official release site: https://www.synapse.org/Synapse:syn3193805/wiki/89480. You have to register for data access on Synapse. Using this HF dataset is an alternative.
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## Download from Huggingface
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```bash
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#!/bin/bash
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pip install huggingface-hub[cli]
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huggingface-cli login --token $HF_TOKEN
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```
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```python
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# python
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from huggingface_hub import snapshot_download
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snapshot_download(repo_id="YongchengYAO/BCV15-Lite", repo_type='dataset', local_dir="/your/local/folder")
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```
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