Dictor/morse-tinyfedml-firmware

Morse code regonition TinyML model with Federated Learning (This research is carried out on HYU IoT Lab)

morse-tinyfedml-firmware

Morse code regonition TinyML model with Federated Learning

Link

Here is firmware repository, see below for other part of repository.

• firmware : here
• reference model : Dictor/morse-tinyfedml-reference-model
• FL server : TBD

Reference

• [1] "On-Device Training of Machine Learning Models on Microcontrollers with Federated Learning", Llisterri et al., 2022
• [2] "Morse Code Datasets for Machine Learning", Dey et al., 2018
• [3] "CMSIS-NN: Efficient Neural Network Kernels for Arm Cortex-M CPUs", Lai et al., 2018
• [4] "Tensorflow Lite 8bit quantization specification"