Introduction

The objective of a doodle draw game is to race to create a drawing of a particular item, like a house or a cat, as fast as you can. While the drawing part is simple, before the advent of deep learning it would have been impossible for the computer to accurately guess what you had drawn. Unlike photos, drawings also have creative styles specific to the artist that make them especially hard to understand. You can see any example of a doodle draw game here.

With the steady growth of computational power over the years, it is now possible to run a Machine Learning (ML) task at the Edge/with IoT device like this on a phone operating system, such as Android. However, Android runs on Java while most deep learning frameworks, such as TensorFlow, and PyTorch are designed for Python. To solve this challenge, we need a way to build deep learning models in Java. Deep Java Library (DJL) is a new, open source deep learning framework built by AWS that makes it easy to do deep learning in Java.

#deep-learning #java #machine-learning #pytorch #android