How to convert keras(h5) file to a tflite file?

Question

I got an keras(h5) file. I need to convert it to tflite?? I researched, First i need to go via h5 -> pb -> tflite (because h5 - tflite sometimes results in some issue)

Answer 1

Only some specific version of Tensorflow and Keras works properly in all the os. I even tried toco command line but it has issues too. Use tensorflow==1.13.0-rc1 and keras==2.1.3

and then after this will work

from tensorflow.contrib import lite
converter = lite.TFLiteConverter.from_keras_model_file( 'model.h5' ) # Your model's name
model = converter.convert()
file = open( 'model.tflite' , 'wb' ) 
file.write( model )