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a toy project experimenting variation of GAN Algorithm for sampling new bag images

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xiaoya27/Fashion-Design-by-GAN

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Fashion-Design-by-GAN

Overview

I will use a WGAN to create new kinds of bag image.

Dependencies (pip install)

cv2
tensorflow
scipy
numpy

Usage

cd WGAN
python resize.py
python RGBA2RGB.py
python WGAN.py

example bag after 50 epochs

image2

example bag after 1000 epochs

image2

Credits

The credits for this code goes to moxiegushi. I made slight adaptation on data preprocessing for web scrapped bag image.

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a toy project experimenting variation of GAN Algorithm for sampling new bag images

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