Tutorials

Deep Learning in Java – Getting Started With Deep Netts

Deep Learning, Java, Other, Tutorials / By

This is a step by step guide for downloading, installing, and running a minimal example. Requirements Download Installation Running first deep learning example (Hello world!) 1. Requirements Java 8 or higherDeep Netts requires Java version 8 or higher installed. Java is available for download at https://www.oracle.com/java/technologies/javase-downloads.html Apache Maven Build ToolMaven build tool is the …

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Parking Lot Occupancy Detection using Deep Learning in Java

Deep Learning, Java, Tutorials / By

This video tutorial shows you how you can use Deep Netts to create visual parking lot occupancy detection using deep learning. The data set contains labeled images of vacant and occupied parking spaces, extracted from the camera under different light conditions. Occupancy detection is performed with a convolutional neural network in pure Java created …

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From Basic Machine Learning to Deep Learning in 5 Minutes

Deep Learning, Machine Learning, Tutorials / By

Deep learning algorithms evolved from well known mathematical procedures, and the idea of this post is to give a brief overview of that evolution. That will give you a big picture and better understanding  how they work in general and what are they used for, without going into heavy math. If you are not …

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Machine Learning Tutorial for Java Developers

Java, Machine Learning, Tutorials / By

What is Machine  Learning? Machine Learning is a computer algorithm that is able to adjust its own internal parameters using sample data, in order to be able to estimate/predict something useful for similar data. The procedure of automatically adjusting internal parameters using sample data is called learning,  training or model building. Once the algorithm has finished …

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Deep Learning Tutorial for Java Developers

Deep Learning, Java, Machine Learning, Tutorials / By

We’ve started a series of tutorials with goal to introduce Java developers to deep learning as quick as possible, and give them enough understanding so they can start working on their own projects immediately. The tutorials are designed in such way, that the ony prerequisite knowledge is Java programming. They will map the machine …

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