The dataset used is available in this post.
The dataset consist of 311 images of size 2,000 x 2,000 @40x selected from 12 breast cancer (BCa) patients. In total there are 550 mitosic centers expertly identified using a focal microscope.
This sample model is trained on br_masks for demonstration purpose to try to understand how to test models in caMicroscope.
Pixel values are normalized between 0-1.
U-net: 256 -> 128 -> 64 -> 32 -> 16 -> 32 -> 64 -> 128 -> 256.
Input image size: 256 x 256 x 3