tensorflow - Keras deep learning model to android

Question

I'm developing a real-time object classification app for android. First I created a deep learning model using "keras" and I already have trained model saved as "model.h5" file. I would like to know how can I use that model in android for image classification.

Answer 1

You cant export Keras directly to Android but you have to save the model

• Configure Tensflow as your Keras backend.

• Save model wights using model.save(filepath) (you already done this)

Then load it with one of the following solutions:

Solution 1: Import model in Tensflow

1- Build Tensorflow model

• Build tensorflow model from keras model use this code (link updated)

2- Build Android app and call tensflow. check this tutorial and this official demo from google to learn how to do it.

Solution 2: Import model in java
1- deeplearning4j a java library allow to import keras model: tutorial link
2- Use deeplearning4j in Android: it is easy since you are in java world. check this tutorial