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aleemsidra / SaLIP

This repository contains the pytorch code for our CVPRW 2024 paper "Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero-shot Medical Image Segmentation".
MIT License
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[feat] About the Dataset #1

Open lixiang007666 opened 1 week ago

lixiang007666 commented 1 week ago

Hello, thank you for your excellent contribution. Could you please upload the organized dataset used in the paper? This would make it easier to load the data in the code.

aleemsidra commented 4 days ago

Hi @lixiang007666! thanks for reaching out! SaLIP performs adaptation entirely during inference, so there’s no specific organization to follow. Each of the respective dataset papers has been cited in the paper (go through those for details). You’ll need to download the datasets, select the official test set, and update thedata_path key in the config file with your local path to the dataset. I’m also including the links to each dataset here and in the repository for convenience.

  1. CC359: https://www.ccdataset.com/download
  2. Chest Xray Masks and Labels: https://www.kaggle.com/datasets/nikhilpandey360/chest-xray-masks-and-labels/data
  3. HC18: https://zenodo.org/records/1327317