I have a decent keras model, trained on timeseries data, from some industrial machines accelerometer data.
Initially i would like to re-train my edge device using the pretrained model and the same sampled data, played on a speaker, and recorded on a microphone on the edge device. Later on i will use an accelerometer on the live machine.
The question is: Can i load my trained & non quantised .h5 model using keras/expert mode ?
To then freeze and retrain only the lower layers on the microphone data captured in EI.