This is not the same as the one that generates a model in Python, for you to load into the Bangle. But rather this simply lets your bangle send raw gesture data to the browser, and it will use the Tensorflow model (stored in local storage in the browser) to predict your gestures.
Since the Espruino stuff is all about the Javascript, I thought it would be nice to have a pure JS implementation for gesture learning. Its all in the browser, so no server setup.
I don't know exactly how this would be applied to something (maybe browser card games, or menus..) but thought it would be fun.
Props to the following that helped alot with this project:
Espruino is a JavaScript interpreter for low-power Microcontrollers. This site is both a support community for Espruino and a place to share what you are working on.
Hi, as this is not an app, for the app store, I thought I'd post it here and see what people made of it.
I have put together a purely online gesture learning AI for the BangleJS: https://paulcockrell.github.io/banglejs-tensorflow-example/
This is not the same as the one that generates a model in Python, for you to load into the Bangle. But rather this simply lets your bangle send raw gesture data to the browser, and it will use the Tensorflow model (stored in local storage in the browser) to predict your gestures.
Since the Espruino stuff is all about the Javascript, I thought it would be nice to have a pure JS implementation for gesture learning. Its all in the browser, so no server setup.
I don't know exactly how this would be applied to something (maybe browser card games, or menus..) but thought it would be fun.
Props to the following that helped alot with this project: