# 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
Stain-to-Stain-Translation论文代码
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2024-03-19
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Stain-to-Stain-Translation-master.zip （72个子文件） 
Stain-to-Stain-Translation-master 2_model 
data_loader.py 2KB stain-to-stain-translation.py 5KB define_discriminator.py 2KB define_generator.py 3KB plot_disc_gen_loss Disc_loss_fake.npy 352KB Disc_loss_real.npy 352KB plot_disc_gen_loss.py 3KB Gen_loss.npy 352KB full_ref_eva.ipynb 6KB 5_evaluation evaluate.m 2KB FeatureSIM.m 18KB euclidean_distance.py 774B msssim.m 6KB Pearson_Cor_Coef.py 885B Macenko.ipynb 16KB
7.tiff 194KB Vahadane.ipynb 35KB 1_preprocessing train_test_random.py 399B create_paired_patches.py 876B 1.tiff 384KB mitos-extract_patches.py 958B README.md 1KB 4_postprocessing stain_normalisation_toolbox mingw.mlpkginstall 15KB demo.m 4KB PseudoColourStains.m 3KB
README.txt 6KB StainMatrixEstimation EstUsingSCD.m 3KB EstUsingMacenko.m 2KB Deconvolve.m 3KB bin LeedsSCD opencv_objdetect220.dll 317KB msvcp100.dll 593KB opencv_features2d220.dll 834KB opencv_contrib220.dll 359KB opencv_highgui220.dll 931KB opencv_video220.dll 264KB vcomp100.dll 56KB opencv_legacy220.dll 644KB opencv_core220.dll 2.63MB opencv_flann220.dll 26KB
ColourNormalisation.exe 275KB opencv_ml220.dll 430KB opencv_gpu220.dll 125KB opencv_calib3d220.dll 497KB opencv_imgproc220.dll 1.6MB HE.colourmodel 742KB msvcr100.dll 808KB StainNormalisation NormReinhard.m 3KB NormMacenko.m 3KB NormRGBHist.m 2KB Norm.m 4KB NormSCD.m 8KB NormSCDLeeds.m 2KB mingw-get-setup.exe 91KB install.m 546B Images 
Ref.png 313KB Source_small.png 343KB colour_deconvolution.c 17KB SCDTraining MakeClassifier.m 5KB Default DefaultStainTrainingStruct.mat 2.45MB ClassifyRF.m 1KB TrainRF.m 761B ClassifyStainRegions.m 3KB BuildImageFeatureVector.m 1KB README.txt 2KB otq.m 6KB ComputeSCDs.m 3KB GenerateHistogram.m 2KB stain_separation.m 780B stain_norm_khan_mackenko_reinhard.m 1KB Reinhard.ipynb 10KB 3_using_stst test_stst.py 2KB README.txt 205B资源评论
