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Neural Style Transfer in Python

  • Neural Style Transfer (NST) is a process that uses CNNs to blend the content and style of two images.
  • VGG-19, a 19-layer deep CNN, is commonly used in NST. Its pre-trained model parameters are frozen.
  • Activation features of the content and style images are extracted using specific layers of the VGG-19 model.
  • Gram matrix, capturing relationships between feature maps, is used to represent style elements like color and texture.

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