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Interactive-AI-Designer

An interactive system that can genrate artworks based on user's requirement(both content and style)
A combination of GAN trained on wikiart along with MS COCO and neural style transfer
The neural style transfer is based on the code from this
The GAN is based on this implementation, and updated to WGAN with grdaient penalty and matching aware critic that can do text-to-image generation. We used the pre-trained text-embedding model from this

Our latest system

image

To do

  1. Generate high-quality images with higher resolution(256*256)
  2. Integrate arbitray style transfer(arXiv:1703.06868)