Image Style Transfer. We use adam as our optimizer. Style transfer is regarded as a challenging but interesting task in both academia and commerce.
The image style transfer is performed in layer relu 31 of vgg 19. This process may run slow on cpu i am using cpu. Then with stylized generations we can make many interesting applications such as colorization 1 young to old 2.
The content and the style.
A third image is created which tries to minimize the difference between the intermediate layers of the vgg 19 when both images are fed through. 9 proposed a method which ex ploits a deep cnn convolutional neural network pre. Initial work on style transfer by gatys et al. Photographic style transfer is a long standing problem that seeks to transfer the style of a reference style photo onto another input picture.