TensorFlow on Mobile: TensorFlow Lite – Towards Data Science

TensorFlow Lite is a lightweight and a next step from TensorFlow Mobile. You can do almost all the things that you do on TensorFlow mobile but much faster. Just like TensorFlow Mobile it is majorly focused on the mobile and embedded device developers, so that they can make next level apps on systems like Android, iOS,Raspberry PI etc. It supports a set of core operators, both quantized and float, which have been tuned for mobile platforms. The core operations incorporate pre-fused activations and biases to further enhance performance and quantized accuracy.