Style transfer between images is an artistic application of CNNs, where the ‘style’ of one image is transferred onto another image while preserving the latter’s content.
We have two purposes in style transfer
- Transferring statistical properties
- Transferring geometric properties
- Adaptive Instance Normalization
- Adaptive Convolutions
This method only transfers statistical properties
This method transfers both statistical and geometric properties