Conditional-Analogy-GAN-keras
A keras implementation of CAGAN and its variants.
The Conditional Analogy GAN: Swapping Fashion Articles on People ImagesNikolay Jetchev, Urs Bergmann
CAGAN: keras implementation of CAGAN
CAGAN-stackGANv2-256-covar-refiner-mixup: A CAGAN combines with StackGAN-v2.
Dataset directory has hierarchy as below.
./imgs /1 filename01_1.jpg filename02_1.jpg filename03_1.jpg ... /5 filename01_5.jpg filename02_5.jpg filename03_5.jpg ...
Folder ./imgs/1/ contains human images and ./imgs/5/ contains stand alone cloth images. A human/article pair should has same filename followed by _1 and _5 separately. Please refer to Load Iamges section in jupyter notebooks.
./imgs/1/
./imgs/5/
_1
_5
python 3
keras 2.1.1
TensorFlow 1.2.0
Code borrows from tjwei and titu1994. The generative network is adopted from CycleGAN with Instance Normalization.
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