The content image (C) and the style image (S) are both fed to the encoder networks. The output from these encoder networks (feature maps) are then fed to the AdaIN layer. The AdaIN layer computes a combined feature map. This feature map is then fed into a randomly initialized decoder network that serves as the generator for the neural style transfered image.