Tensorflow lite model training on raspberry Pi

Hi all,
I want to to retrain a tflite model using python. I also want to add some more layer to the tflite model. Please let me know if anyone has any prior experience with that (I am not in a position to use Java for this sake).
Thank you in anticipation!