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...@@ -3,9 +3,9 @@ This repo provides a framework to train CycleGAN- and U-GAT-IT-based translators ...@@ -3,9 +3,9 @@ This repo provides a framework to train CycleGAN- and U-GAT-IT-based translators
<br> <br>
| Input aSMA image | Fake PAS translation | | Input aSMA image | Fake PAS translation |
|:--:|:--:| |:--:|:--:|
| <img src="https://github.com/NBouteldja/KidneyStainTranslation/blob/master/exemplaryResults/aSMA_image.png?raw=true" width="400">| <img src="https://github.com/NBouteldja/KidneyStainTranslation/blob/master/exemplaryResults/fakePAS_translation.png?raw=true" width="324"> | | <img src="https://github.com/NBouteldja/KidneyStainTranslation/blob/main/exemplaryResults/aSMA_image.png?raw=true" width="400">| <img src="https://github.com/NBouteldja/KidneyStainTranslation/blob/main/exemplaryResults/fakePAS_translation.png?raw=true" width="324"> |
| Prediction | Ground-truth | | Prediction | Ground-truth |
| <img src="https://github.com/NBouteldja/KidneyStainTranslation/blob/master/exemplaryResults/prediction.png?raw=true" width="400">| <img src="https://github.com/NBouteldja/KidneyStainTranslation/blob/master/exemplaryResults/groundtruth.png?raw=true" width="324"> | | <img src="https://github.com/NBouteldja/KidneyStainTranslation/blob/main/exemplaryResults/prediction.png?raw=true" width="400">| <img src="https://github.com/NBouteldja/KidneyStainTranslation/blob/main/exemplaryResults/groundtruth.png?raw=true" width="324"> |
# Training # Training
To train a CycleGAN translator (e.g. incorporating a prior segmentation model), use the following command: To train a CycleGAN translator (e.g. incorporating a prior segmentation model), use the following command:
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