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Fashion GANs

!! The project is still under development !! Python implementation of Be Your Own Prada:Fashion Synthesis. Which uses GANs to change the clothing in a picture of a certain model preserving its structure and other physical features.

How to use

  1. Create a data folder under the root directory place there idx.mat, language_original.mat and G2.h5 files downloaded from here
  2. Run any of the train files to pickle the data then use the jupyter notebook, that could be found under /jupyter

Dependencies

  1. Numpy
$ pip3 install numpy
  1. PyTorch
  2. Scipy
  3. Matplotlib

Architecture

To be added soon

Results

Test 1

Test 2

Credit

author = Liu, Ziwei and Luo, Ping and Qiu, Shi and Wang, Xiaogang and Tang, Xiaoou title = DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations booktitle = Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) month = June year = 2016

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Be your own prada python implementation

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