What is Style Transfer?
As you can see in the word “style transfer”, it converts the style of an image like:
Style transfer consists of several convolutional layers and pooling layers.
- The orange arrow : The output of the original image.
- The blue arrow : The output representing the style of the image. That is, it indicates the style of the image.
Implementation
Change painting style: I used VGG19 to implement it.
Neural Style Transfer with OpenCV: I used ECCV16 and t7 PyTorch models to implement it.