Hi RG,
One of the challenges in medical image analysis is working with unpaired images. How we can generate these images using deep learning models? and How we can generate a set of paired images using unpaired images by GANs? and How we can change the min-max loss of the GAN models for this goal?
All the best.
Keerthana Jaganathan
Hope you find Cycle GAN helpful - https://towardsdatascience.com/cyclegan-how-machine-learning-learns-unpaired-image-to-image-translation-3fa8d9a6aa1d
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Shafagat Mahmudova
Dear Morteza Homayounfar ,
Look the link, maybe useful.
https://towardsdatascience.com/loading-custom-image-dataset-for-deep-learning-models-part-1-d64fa7aaeca6
Regards,
Shafagat
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