apchenstu / sofgan

[TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
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Avenue to explore - greenscreen background #8

Open johndpope opened 3 years ago

johndpope commented 3 years ago

because this model has ability to do background isolation - this seems to make it trivial to isolate the background for green screen purpose. This is big - because to swap in an generated gan image into a video - you generally get artifacts / boundary borders / or a box when you drop in a generated image.

in other words - if you take a video - run it through ffmpeg - to get all the frames - run a face detection pass - then have sofgan spit out updated image - but run a background isolation/ green screening- you could have a high quality replacement face.

fyi - @norod

apchenstu commented 3 years ago

Sounds really reasonable!