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gan_for_clothes's Introduction

Utilizing different GANs to re-generate the clothes colour

CycleGAN

We are using CycleGAN to generate the image of the same person with a different colour of the shirt/t-shirt.
The training set consists of two different identities from the Market-1501 dataset.

For red to green

Domain-A - ID_1 - green

Domain-B - ID_2 - Maroon

Input image from the domain A and it's domain B output.

Input image from the domain B and it's domain A output.

For black to non-black clothes

Domain-A - Several Ids - black

Domain-B - Several Ids - non-black

Input image consisting of black shirt/t-shirt to non-black shirt/t-shirt output.

Also from non-black to black.

For black to grey clothes

Domain-A - Several Ids - black

Domain-B - single_ID - non-black

Input image consisting of black shirt/t-shirt to grey shirt/t-shirt output.

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