How do I give a piared-input to train a GAN for Image-to-Image Translation application?

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Vimalathithan PK
Vimalathithan PK 2024-4-2
回答： Avadhoot 2024-4-8
I've been trying to change create a conditional GAN for image-to-image translation applications and I've been following several examples in the MATLAB depository. I could not find any examples related to paired-inputs/outputs or I may have missed them. Could someone direct me to an example where the GAN uses paired input/output for training?

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回答（1 个）

Avadhoot
Avadhoot 2024-4-8
Hi @Vimalathithan PK,
You can find the documentation on using GANs for image-to-image translation on the following link:
https://www.mathworks.com/help/images/get-started-with-gans-for-image-to-image-translation.html
Additionally you can find two examples for the same in the below documentaiton links:
  1. Image generation from segmentation map : https://www.mathworks.com/help/vision/ug/generate-image-from-segmentation-map-using-deep-learning.html
  2. Day to dusk image translation : https://www.mathworks.com/help/images/unsupervised-day-to-dusk-image-translation-using-unit.html
I hope it helps.

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