/djl-demo

Demo applications showcasing DJL

Primary LanguageJavaApache License 2.0Apache-2.0

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.

Malicious URL Detector

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

Live Object Detection

An example application detects live objects from web camera.

Visualizing Training with DJL

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

Covid-19 Detection

An example application detects Covid-19 based on X-ray images using an trained Keras model.

AWS Kinesis Video Streams

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

Serverless Model Serving with AWS Lambda

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