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costapt / vess2ret

A Keras implementation of pix2pix code adapted to generate retinal images from vessel networks.
MIT License
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The synthesis images are not smoothness #18

Open qinhuafeng opened 5 years ago

qinhuafeng commented 5 years ago

Dear Pedro Costa， I am very interesting to End-to-End Adversarial model for retinal images synthesis. It is an very awesome approach to generate retinal image. Therefore，our group has reproduced your results based on your code available at Github and employed your approach for vein image synthesis. In our experimental results， we found that the generated images from training set is perfect， but these from validation set and test set are not smoothness and shown borders of the patches clearly. Also， we test your model based on your demo. When we submit retinal images shown in your demo，the synthesis images are smoothness. However，when we submit retinal images which do not show in your demo，the generated images shown borders of the patches clearly. We try to increase value of the alpha parameter，but it still does not solve the problem. Do you have similar problem and how to solve it？We would appreciate it that you can provide help for us. Thank you very much！ Regards Huafeng Qin

qinhuafeng commented 5 years ago

little1TouwaErio commented 4 years ago

@ @qinhuafeng Hello, may I see the effect of your training test with your own dataset？Because I am not sure whether this network is helpful to my dataset, I hope to get your reply as soon as possible.