Catheter and Guidewire Segmentation

The CathAction dataset is suitable for the catheter and guidewire segmentation task within X-ray images. The dataset provides detailed annotations that facilitate the development of advanced segmentation algorithms.

Animal Annotation

Phantom Annotation

Data Preparation

Saved data into segmentation format as follows:

    project_folder/                                                    
    │                                                                       
    ├── train/                                                                       
    │   ├── images/                                                                       
    │   │   ├── image1.jpg                                                                       
    │   │   ├── image2.jpg                                                                       
    │   │   └── ...                                                                       
    │   └── labels/                                                                       
    │       ├── mask1.png                                                                       
    │       ├── mask2.png                                                                       
    │       └── ...                                                                       
    │                                                                       
    └── test/                                                                       
        ├── images/                                                                       
        │   ├── image1.jpg                                                                                                                          
        │   ├── image2.jpg                                                                       
        │   └── ...                                                                       
        └── labels/                                                                       
            ├── mask1.png                                                                   
            ├── mask2.png                                                                       
            └── ...