How do I build a webapp around my ML model? lets say an audio classification model?
There are several ways to do so:
- Use the WebAssembly deployment packages: https://docs.edgeimpulse.com/docs/run-inference/webassembly
- Use any of the Linux inferencing SDK that wraps functions around the linux .eim deployment type, for example the Linux Python SDK: Linux Python SDK - Edge Impulse Documentation
I do have an example that uses Flask to build a webapp around it (it is using images though): GitHub - edgeimpulse/workshop-privacy-friendly-adverstising-panel