Style transfer involves three images: a content image, a style image, and the image we optimize. 5 content image learned image Loss Content Style CNN CNN CNN style image Parameterizing the learned image in a decorrelated space makes style transfer more robust to choice of model. 16 content image learned image Loss Content Style CNN CNN CNN Render random view 3D model original texture style image Render The content objective aims to get neurons to fire in the same position as they did for a random view of the 3D model with the original texture.