Stain-to-Stain Translation

Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis

Structure

step 1: pre-processing

Create paired patches:

step 2: stain-to-stain translation model

step 3: using_stst

The two models of 'model-17-2200' and 'model-11-2400' are included in Google Drive. You can download them via this link. https://drive.google.com/drive/folders/1-ZIFlba3oz5fas1tqup6Cbm7VWL3jeXm

step 4: post-processing

step 5: evaluation

Plot discriminator and generator loss