| --- |
| license: cc-by-nc-sa-4.0 |
| --- |
| |
| # ACDC Dataset |
|
|
| This is a pre-processed version of the original |
| [Automated Cardiac Diagnosis Challenge (ACDC) dataset](https://www.creatis.insa-lyon.fr/Challenge/acdc/databases.html). |
| Short-axis view images have been resampled to 1mm x 1mm x 10mm. Images have also been center cropped at the left |
| ventricle mask center. The size of each slice is 192 x 192 pixels. |
|
|
| Download the dataset using the following command: |
|
|
| ```bash |
| from huggingface_hub import snapshot_download |
| data_dir = snapshot_download(repo_id="mathpluscode/ACDC", allow_patterns=["*.nii.gz", "*.csv"], repo_type="dataset") |
| ``` |
|
|
| where `data_dir` is the directory where the dataset will be downloaded. The data structure is as follows: |
|
|
| ``` |
| train.csv |
| train/ |
| ├── patient001/ |
| │ ├── patient001_frame01.nii.gz |
| │ ├── patient001_frame01_gt.nii.gz |
| │ ├── patient001_frame12.nii.gz |
| │ ├── patient001_frame12_gt.nii.gz |
| ├── patient002/ |
| ├── ... |
| test/ |
| ├── patient101/ |
| ├── patient102/ |
| ├── ... |
| ``` |
|
|
