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Deep Java Library examples

The repository contains the source code of the examples for Deep Java Library (DJL) - an framework-agnostic Java API for deep learning.

An example application detects malicious urls based on a trained Character Level CNN model.

An example application detects live objects from web camera.

An example application features a web UI to track and visualize metrics such as loss and accuracy.

An example application detects Pneumonia based on X-ray images using a trained Keras model.

An example application that reads the output of a KVS Stream.

An example application that serves deep learning model with AWS Lambda.

Build a micro service to deploy on AWS Elastic Beanstalk.

Contains Spark image classification demos.

An example application that runs multiple deep learning frameworks in one Java Process.

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Demo applications showcasing DJL

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  • Java 69.7%
  • JavaScript 12.1%
  • TypeScript 7.3%
  • HTML 4.7%
  • Scala 3.3%
  • Shell 2.8%
  • CSS 0.1%