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It's a cool idea to simplify the input as you said, though as @dorkwood pointed out this would lead to bad results with a lot of overfitting, this model needs a
by peteralaoui 4y ago
It's a cool idea to simplify the input as you said, though as @dorkwood pointed out this would lead to bad results with a lot of overfitting, this model needs a lot of variation to only register your facial features as "you", and disentangle that from the surroundings or even from your clothes.
(this is due to how this model learns, maybe a future model will alleviate that)
- barking_biscuit 4y agoI'm only just getting into this space, but immediately my thought process based on what I've learned so far would be to set up the pipeline such that It would split the video into keyframes with ffmpeg, and then use the clipseg to generate a mask of the person/background and use that to randomize the backgrounds with img2img! It could probably be done for the clothes as well...