As I’m working on Edge AI and TinyML content, I’m seeing that there’s a lot of interest in deploying TensorFlow models to single board computers (e.g. Raspberry Pi). If it’s not in the works already, I would like to request a feature that allows users to download a starter Python library/code that performs feature extraction and inference for an impulse project (just like you have for C++). I think this would help a lot of people looking to experiment with or deploy quickly to SBCs.
Hey! Would this work: https://github.com/wasmerio/python-ext-wasm with the webassembly package you get from the deploy tab?
I like the webassembly approach as it’s self contained, fast, and runs everywhere without dependency hell.
Ah! Interesting, I’ll have to check that out. Does the webassembly export from Edge Impulse include feature extraction or just the model and inference engine?
Contains the whole impulse! Both signal processing blocks, and any machine learning models.