Java

JSR381 – Visual Recognition for Java – A Java-Friendly ML API at jChampions Conference

JSR318 Visual recognition on Java Champions Conference https://jchampionsconf.com/ jChampions JSR381 Visual recognition for java from Zoran Sevarac, PhD Full video https://youtu.be/rtA9jfeqmIs Deep Netts Download https://deepnetts.com/download Example from the presentation on GitHub: https://github.com/JavaVisRec/jsr381-examples Tutorial using for Duke recognition using GUI: https://www.deepnetts.com/blog/how-to-do-image-recognition-using-deep-learning-in-java.html JSR381 Visual Recognition API Getting Started https://github.com/JavaVisRec/visrec-api/wiki/Getting-Started-Guide … JSR381 – Visual Recognition for Java …

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Deep Learning in Java – Getting Started With Deep Netts

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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Cloud Classification using Deep Learning in Java

Cloud classification is the task of assigning cloud images to corresponding types/categories. Cloud image classification is important for many applications, including climate modeling, weather prediction, solar energy production, satellite imaging, satellite communication, and many others. This tutorial will guide you on how to create an advanced deep learning model for image classification, even if …

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Parking Lot Occupancy Detection using Deep Learning in Java

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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How a 14-year-old Learned Deep Learning in Java using Deep Netts

I am Jirne Van Rillaer, I am 14 years old and I live in Belgium. At school I follow a course called STEM, this stands for ‘Science Technology Engineering Mathematics’. Programming is a small part of it. In the first year of STEM, we learned to program with a software called Arduino, this is …

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Machine Learning Tutorial for Java Developers

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

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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What is project Panama and Why is it important for Machine Learning on Java Platform

 Panama is the new API  for interconnecting Java with native code, which provides Java the ability for faster and easier communication with native libraries required for machine learning applications. The vision is that non-java libraries should be easily accessible to Java developers Very good and easy to follow overview given at the session …

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Why Java Will Dominate the Future of Machine Learning, AI, and Big Data

Great presentation by Bernard Traversat,  Head of the Java platform development, at Oracle Code One 2018, San Francisco. Here are key points: Entire Big Data stack for storing data is written in Java (Hadoop, Spark, Kafka, Elastic Search, …) Java has enormous ecosystem of tools and libraries Enterprises run on Java Bringing new technology into …

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