TensorFlow is a powerful tool that help us to integrate python in Mobile app. I already wrote a blog about the TensorFlow implementation in iOS. Click here to Visit blog.
In this blog, I will show how to convert a model to .tflite. We assume that you have already created a model in Python.You have the following two options for using the converter:
1. Using Python: Suppose we have model in directory fruits.
import tensorflow as tf
# Convert the model
converter = tf.lite.TFLiteConverter.from_saved_model(fruits_dir)
tflite_model = converter.convert()
# Save the model.
with open('fruits_model.tflite', 'wb') as f:
Now run below command.
Visit git reference to know about command.
Note: TensorFlow not recommended this because it only supports basic model conversion.
I hope this Blog will help you to create .tflite file. If you feel any doubt or query please comment below.
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