Zoran Sevarac

Modern Machine Vision from Basics to Advanced Deep Learning

Zoran Sevarac, Associate Professor at the University of Belgrade and Co-founder and CEO of Deep Netts, presents the “Modern Machine Vision from Basics to Advanced Deep Learning” tutorial at the May 2021 Embedded Vision Summit. In this talk, Sevarac introduces the fundamentals of deep learning for image understanding. He begins by explaining the basics …

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What Is The Difference Between Artificial Intelligence, Machine Learning and Deep Learning?

Although these terms are used interchangeably, they are not the same. Essentially Deep Learning is a type of Machine Learning, and Machine Learning is a type of Artificial intelligence. Artificial intelligence is all about making computer programs mimicking human intelligence for some specific tasks. Machine Learning is a part of Artificial Intelligence, and represents …

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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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