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shiffman / BodyBlock

Experimenting with BodyPix model and Obscuring faces/bodies.
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investigate BlazeFace #4

Open shiffman opened 4 years ago

shiffman commented 4 years ago

Thanks to https://twitter.com/ldenoue/status/1267702800173223939

https://github.com/tensorflow/tfjs-models/blob/master/blazeface/README.md

shiffman commented 4 years ago

Thanks to @adamhrv other models to investigate:

https://twitter.com/adamhrv/status/1268462995266506753

Is there a TF.js version of TinyFaces, RetinaFace, or YoloV4? Less performant, but only 1MB there is also https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB that could perhaps be ported to JS?

joeyklee commented 4 years ago

@shiffman - I suppose if the point is to focus on masking faces, we could/should use a lib specifically for face detection? The Tiny Face model of face-api is actually pretty snappy.

shiffman commented 4 years ago

yes, I was thinking of adding this in as a second pass to catch faces that BodyPix misses. Then we could have an interface with checkboxes for which models you want to run (one or both):

And maybe we offer more models that people can try some might work better with different videos.

And also options for:

So you can choose one or both. . .

joeyklee commented 4 years ago

That's great + makes perfect sense.

shiffman commented 4 years ago

Great! I am going to work on adding TinyFace in a separate branch, more soon!

shiffman commented 4 years ago

Follow in #17