Deploy on microcontroller

[schmiph2]

Hi everyone

Thank you for this fantastic framework! I came here, after i found out, that TF lite doesn't support quantization-aware training for RNNs. However, I'm interested on deploying the quantized model on a microcontroller instead of an FPGA.

Do you think your framework is suitable for this? Do you see any problems with it?

[zhuangh]

Yes. Danilo Pau's team from ST has been using QKeras for similar applications.
For example, https://cms.tinyml.org/wp-content/uploads/talks2020/tinyML_Talks_Danilo_Pietro_Pau_210720.pdf. He also presented work in this year tinyml submit, which showed promising results!