Face cartoon style transfer based on improved CycleGAN
Face cartoon stylised transfer using improved CycleGAN.The model in this paper is based on CycleGAN by making structural improvements to the generator model.A dense convolutional structure is used in the encoder part,so that the model can better focus on the detailed features of the face and enhance the feature propagation while reducing the number of parameters.Achieve cartoon stylised transfer of faces without changing the individual's face shape.The results of the comparison experiments show that the improved model stylized transfer image has higher resolution and more coordinated colour scheme,especially the details such as eyes,hair and other cartoon transfer effect is smoother.
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