File size: 1,438 Bytes
a7d831c 71b7347 a7d831c 71b7347 a7d831c |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 |
## :rocket: Dataset: **OAIZIB-CM**
| Source | link |
| ------------ | ------------------------------------------------------------ |
| Google Drive | [here](https://drive.google.com/drive/folders/13_afAKSH7ZMOI_Nk2gfoihbJKwafw1l9?usp=share_link) |
| Huggingface | [here](https://huggingface.co/datasets/YongchengYAO/OAIZIB-CM/tree/main) |
If you use our preprocessed data, please note that the manual segmentation annotations come from this work:
- Automated Segmentation of Knee Bone and Cartilage combining Statistical Shape Knowledge and Convolutional Neural Networks: Data from the Osteoarthritis Initiative (https://doi.org/10.1016/j.media.2018.11.009)
## Download from Huggingface
```bash
#!/bin/bash
pip install huggingface-hub[cli]
huggingface-cli login --token $HF_TOKEN
```
```python
# python
from huggingface_hub import snapshot_download
snapshot_download(repo_id="YongchengYAO/OAIZIB-CM", repo_type='dataset', local_dir="/your/local/folder")
```
## Files
### Images & Labels
- imagesTr: training images (#404)
- labelsTr: training segmentation masks (#404)
- imagesTs: testing images (#103)
- labelsTs: testing segmentation masks (#103)
### Data Split & Info
- `subInfo_train.xlsx`: list of training data
- `subInfo_test.xlsx`: list of testing data
- `kneeSideInfo.csv`: a file containing knee side information, used in CartiMorph Toolbox
|