README.md

lungs-segmentation-ICNET

Segmentation using Lungs X-Ray

Details

• Implementation of ICNet using Tensorflow 2.0
• Dataset Link: https://data.mendeley.com/datasets/rscbjbr9sj/2
• Segmentation maps need to generated manually. I have added a small subset of images with their segmentation maps as data.zip.

Input	256 x 256 GrayScale XRay Images
Output	256 X 256 Segmentation Map

Important Notes

While creating data folder, please ensure the following folder structure:

    ├── ...
    ├── train                    
    │   ├── id1
    |   |   ├── images
    |   |   |   ├── id1.png
    |   |   ├── mask
    |   |   |   ├── id1.png
    |   |.....
    │   ├── test         
    │   |   ├── id2
    |   |   ├── images
    |   |   |   ├── id2.png               
    └── ...