Weirdly, something about the generated images (colour range?) breaks Twitter's profile photo update. I actually took screenshots of the original taken with my webcam and the deep learning style transferred version, the former worked for my Twitter profile photo, and the latter resulted in an error. I tried different resolutions too, and it always broke.

Shame, I really like the effect!