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@@ -30,41 +30,16 @@ Johns Hopkins University
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  # Downloading Instructions
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- #### 1- Install the Hugging Face library:
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- ```bash
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- pip install huggingface_hub[hf_transfer]==0.24.0
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- HF_HUB_ENABLE_HF_TRANSFER=1
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- ```
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- <details>
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- <summary style="margin-left: 25px;">[Optional] Alternative without HF Trasnsfer (slower)</summary>
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- <div style="margin-left: 25px;">
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-
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- ```bash
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- pip install huggingface_hub==0.24.0
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- ```
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- </div>
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- </details>
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-
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- #### 2- Download the dataset:
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- ```bash
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- mkdir AbdomenAtlas
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- cd AbdomenAtlas
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- huggingface-cli download BodyMaps/PanTSMini --repo-type dataset --local-dir .
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  ```
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- <details>
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- <summary style="margin-left: 25px;">[Optional] Resume downloading</summary>
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- <div style="margin-left: 25px;">
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-
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- In case you had a previous interrupted download, just run the huggingface-cli download command above again.
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- ```bash
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- huggingface-cli download BodyMaps/PanTSMini --repo-type dataset --local-dir .
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- ```
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-
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- </div>
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- </details>
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-
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  ## Citation
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  ```
 
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  # Downloading Instructions
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+ ```shell
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+ git clone https://github.com/MrGiovanni/PanTS.git
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+ cd PanTS
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+ bash download_PanTS_data.sh # It needs ~300GB storage
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+ bash download_PanTS_label.sh
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+ # This work is currently under peer review, but early access is available!
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+ # To request the PanTSMini_Label.tar.gz file, please email Zongwei Zhou at [email protected]
 
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  ```
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  ## Citation
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  ```