BangleJS Gesture Machine Learning... Online & in JS

Yeah its all in the browser!

Yes you will get an unhelpfull 'training failed' message if you record only one gesture..

The UI is a bit non-intuitive, but these are the steps to do a successful train:

1. Enter gesture name + select sample size (5 is fine if the gesture movements are very different)
   
2. Click "Record gesture" .. the page will scroll down to the feed back section, wait for the feed back bar to turn red (recording mode) and the message to say its ready.
   
3. Perform your gestures (first always fails as it needs the raw data to be cleaned..)
   
4. Once the feedback bar goes green, scroll back up to the top of the page, and enter a NEW gesture name, keep the sample value the same as before.
   
5. Perform steps 2-3 again
   
6. Now you will have recorded TWO gestures (you can confirm this in the bangle gesture readings section at the bottom of page)
   
7. Click train, and let the magic happen.
   
   

I can certainly look at having it generate a TFLite model. I wanted to know if this was something of use to the community before investing much time!

Let me know if you are successful.