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Create art work type images using style image and content image using neural style transfer

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satya-aj/Image-style-transfer-using-CNN

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Image Style Transfer Using Convolutional Neural Networks

Implemented based on this paper

  • Load in a pre-trained VGG Net
  • Freeze the weights in selected layers, so that the model can be used as a fixed feature extractor
  • Load in content and style images
  • Extract features from different layers of our model
  • Complete a function to calculate the gram matrix of a given convolution layer
  • Define the content, style, and total loss for iteratively updating a target image

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Create art work type images using style image and content image using neural style transfer

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