We're using dlib's frontal face detector for the face detection. It's ok, but certainly not state of the art, maybe in the future I'll find a better face detector...
The way I solved this for Faceweave is, if no face detected, let the operation proceed anyway. This gives the user the ability to line up the face themselves.
The logic is basically: ask dlib for face landmarks; if no landmarks, resize image to 1024x1024 and proceed; otherwise align face.
The logic is basically: ask dlib for face landmarks; if no landmarks, resize image to 1024x1024 and proceed; otherwise align face.
If you happen to like lisp: https://github.com/shawwn/stylegan-server/blob/10c396fa2ef07...
Also, congratulations on launching this! Super exciting.
Readers, if you use twitter, be sure to follow the creators:
Justin https://twitter.com/Buntworthy
Doron https://twitter.com/Norod78
Been following them for like twenty years now. They tweet a bunch of awesome stuff about ML, and stylegan in particular.