styletransfer
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Few questions.
Greetings, I have been always interested in Style transfer and one of the biggest issue is finding the balance between quality,performance and flexibility. You have a promising solution. I have a few questions if you are so kind to answer.
- Does interpolation work on three or four different style ? And if it does how much more time does it take for execution ?
- Is it possible to somewhat pre-encode 1000 styles, that can be transfered for 15 ms. While when you want to use arbitary style then the execution time jumps to 19ms + 15ms.
- Your method and Johnson's both have the fastest 15 ms transfering time. Do you its possible to break that barrier and make it faster while having top quality?
- Can the quality be improved while maintaining the same transfer time, while maybe sacrificing the size of the model ?
- Many methods in the last year tried to improve the quality on face images, since style transfer does not preserve face attributes like eyes,nose etc. Have you tested the method on face images? Is it possible to improve the quality specifically on face images?
Thank you for your time !