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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Deep Netts 2.0.0 is out! Download it here With 2.0 release Deep Netts has reached an important milestone after testing through real world use cases and pilot projects.Deep Netts 2.0 provides ease of use with competitive performance and simplified integration. We’re grateful for great community feedback, participation and especially contributions from Mani Sarkar and …
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 …
by Oscar Bastidas, Ph. D. , University of Minnesota In the age of big-data, rising pharmaceutical costs and an ever-increasing market demand, it is becoming apparent that drug design strategies need to adapt in order to meet patients’ therapeutic needs for a host of medical conditions. Costly, and time-intensive experimental work is one of …
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The new release of Deep Netts v1.3 brings advanced features and improvements: Improved performance nad accuracy Visual Machine learning Workflow – to visualize and understand entire process Scatter-plot matrix and histogram The latest version is available for free download here Visual Machine Learning Workflow Scatter plot matrix with histograms … Deep Netts v1.3 Has …
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 …
JSR381 – Visual Recognition for Java – A Java-Friendly ML API at jChampions Conference Read More »
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 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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Download slides … Enhance your Java applications with Deep Learning using Deep Netts Session at Oracle Groundbreakers EMEA TourRead More »
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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