yscript/ACDC-PNG

Dataset Download

I created a convenient PNG-formatted version of the ACDC dataset.
This version was converted from the files provided in the SSL4MIS repository:
SSL4MIS ACDC Version

If you use the dataset in your research, please make sure to cite the original ACDC paper.

Dataset Structure

XXX/
│
├── train-label/                # Labeled training set
│   ├── image/                  # Input images (.png)
│   └── mask/                   # Corresponding segmentation masks (.png)
│
├── train-unlabel/              # Unlabeled training set
│   └── image/                  # Images without ground truth masks
│   └── mask/                  
│
├── val/                        # Validation set
│   ├── image/                  # Validation images (.png)
│   └── mask/                   # Validation masks (.png)
│
└── test/                       # Test set
    ├── image/                  # Test images (.png)
    └── mask/                   # Test masks (optional)

This dataset is introduced and used in the following paper:

VQ-Seg: Vector-Quantized Token Perturbation for Semi-Supervised Medical Image Segmentation
arXiv: https://arxiv.org/abs/2601.10124

check: https://github.com/script-Yang/VQ-Seg