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sagreine / homeGym

homeGym mobile app
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ML stuff #9

Open sagreine opened 4 years ago

sagreine commented 4 years ago

cloud function to send to ml for tensorflow at least, check others https://github.com/firebase/functions-samples/tree/master/publish-model

sagreine commented 4 years ago

1) tensorflow for storage and/or display? 2) and/or more custom barpath tracking? 3) auto detect the end of a rep/set?

sagreine commented 4 years ago

static image detection bones are up and running which is a good sign. need to think more about models -> posenet is good for form checking, i guess, at least mapping out how consistent things are... realtime detection -> but feed in a video. should be able to get the barpath tracker and subsequently start and end of rep from that.

sagreine commented 3 years ago

the supplied mobilenet already has barbell.... 1) get updated mobilenet 2) try something with vertical displacement of the barbell

sagreine commented 3 years ago

need ssd mobilenet to track location in the image. train your own model to add barbell / barbell end to it and go from there. a well worn path, though haven't seen any models sitting around...