It's hard to know what to suggest - I guess the size of the model maybe can be trimmed down by tweaking EdgeImpulse - I think under the hood it's running exactly the same tools as the original Colab file.
Espruino will attempt to be smart with the tensorflow model - if you safe to the .tfmodel file then it will do the tensorflow calculations in the idle loop, so there's the max amount of free memory available.
I'm afraid what with Espruino and Bangle.js, I don't really have time to keep up to date with all the latest happenings in Tensorflow though. I could attempt to pull in a new Tensorflow implementation at some point though.
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.
It's hard to know what to suggest - I guess the size of the model maybe can be trimmed down by tweaking EdgeImpulse - I think under the hood it's running exactly the same tools as the original Colab file.
Espruino will attempt to be smart with the tensorflow model - if you safe to the
.tfmodel
file then it will do the tensorflow calculations in the idle loop, so there's the max amount of free memory available.I'm afraid what with Espruino and Bangle.js, I don't really have time to keep up to date with all the latest happenings in Tensorflow though. I could attempt to pull in a new Tensorflow implementation at some point though.