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Using GAN and Neural Style Transfer to Create T-Shirt Designs

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Tshirt Design

Using GAN and Neural Style Transfer to Create T-Shirt Designs

Current Results

Model Generated images
Conditional DCGAN C_DCGAN
CycleGAN Work in Progress
Neural Style Transfer cat
Neural Style Transfer tiger
Fast Neural Style Transfer cat_candy
Fast Neural Style Transfer tajmahal_mosaic

Notes

  • Conditional DCGAN result is grid of 100 generated T-shirt images.
  • CycleGAN implementation is completed, but need to train for few days for better results.
  • For future work, Need to implement other variations of GANs and tuning for usecase of generating Designs.

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Using GAN and Neural Style Transfer to Create T-Shirt Designs

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