November 19, 2020

BrandPost: A Deep Learning Toolkit Gives Java Developers a Jumpstart

Deep Java Library (DJL), is an open-source library created by Amazon to develop machine learning (ML) and deep learning (DL) models natively in Java while simplifying the use of deep learning frameworks.

I recently used DJL to develop a footwear classification model and found the toolkit super intuitive and easy to use; it’s obvious a lot of thought went into the design and how Java developers would use it. DJL APIs abstract commonly used functions to develop models and orchestrate infrastructure management. I found the high-level APIs used to train, test and run inference allowed me to use my knowledge of Java and the ML lifecycle to develop a model in less than an hour with minimal code.

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