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Fast style-transfer

Download VGG16 pretrained model from: https://drive.google.com/open?id=0B51U-GiVgFCrNmJOLVF6eDd0SE0

Todo

  • content loss, style loss, total variation...
  • train op
  • web app
  • image2image net

Style transfer by optimization

  • Extract content features from conv2_2 of VGG16
  • Extract style features from conv1_2, conv2_2, conv3_3, conv4_3, conv5_3
  • Optimize with Adam optimizer
  • Results is depend on following parameters:
    • Selected features layers and model ( Which layers from which models)
    • The loss weights for each layers

Content

Content Style Result
Smiley face Smiley face Smiley face
Smiley face Smiley face Smiley face
Smiley face Smiley face Smiley face

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Style transfer and fast style transfer

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