This tutorial demonstrates how to perform cloud image recognition in Java using deep learning. Cloud image analysis 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, …
Slides Full video comming soon. … 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 with Deep …
Parking Lot Occupancy Detection using Deep Learning in Java Read More »
The new release of Deep Netts v1.2 brings several exciting new features and improvements: Higher Performance Better accuracy New optimization algorithms Improved KFold Crossvaldiation Minor bug fixes The latest version is available for free download here … New Version of Deep Netts 1.2 Has Been ReleasedRead More »
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 …
How a 14-year-old Learned Deep Learning in Java using Deep Netts Read More »
We all know Machine Learning (ML) is a huge, long-term global trend that affects every part of the stack from the user to the hardware. All developers, especially Java developers, need to understand how to build apps that use ML Visual Recognition (VisRec) is an important subclass of ML. There are wide business applications …
JSR381 Visual Recognition for Java – Machine Learning for Java developers @ NYJUG Read More »
This tutorial shows how to create a simple binary image classifier using a convolutional neural network, that can assign images of Java community mascot, Duke, to one of two possible categories:1) Duke or 2) Non-Duke image. Step by Step Instructions Download the Deep Netts Download the image data set with examples of Duke and …
How to do image recognition using deep learning in Java Read More »
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 …
From Basic Machine Learning to Deep Learning in 5 Minutes Read More »
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 …
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 …