Java Machine Learning Applications

Java Art Generation with Neural Style Transfer

In this post we are going to build a deep learning Java Application using deeplearning4j for the purpose of generating art. Beside being an attractive and fascinating topic neural style transfer give great insight in ...
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Java Autonomous driving – Car detection

In this post we are going to build a Java Real Time Video Object Detection Application for Car Detection, the key component in autonomous driving systems. In previous post we were able to build an ...
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Java Image Cat&Dog Recognition with Deep Neural Networks

In this post we are going to develop a Cat&Dog Recognizer Java Application using deeplearning4j.If you would like to experiment on your own cat or dog  feel free to check out the source code or download the ...
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Java Handwritten Digit Recognition with Convolutional Neural Networks

In this post we are going to develop a Handwritten Digit Recognition application using Convolutional Neural Networks and java. On previous post a java application was developed using simple Neural Networks by achieving a  accuracy of 97% ...
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Java Handwritten Digit Recognition with Neural Networks

In this post we are going to develop a Neural Network with Java for training and detecting Handwritten Digits(0-9). A real application is build using Java and Apache Spark MLib .Feel free to check out the ...
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Recommender System With Implicit Feedback

In this post we are going to develop a java recommender application with implicit feedback for an Online Retail. In previous post we developed two java recommender application one for books and one for movies . What is ...
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When Traditional Programming Meets Machine Learning

In this post we are going to develop an autocomplete component for large data sets using Tries Data Structure and Collaborating Filtering to choose best book titles suggestions to users. It is interesting to notice that ...
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Recommender System

In this post we are going to develop a movie recommender java application using Collaborative Filtering Algorithm.  Full code and working application are provided together with results.Generally no deep knowledge on the field is required and ...
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SPAM Emails with Support Vector Machines

In this post we are going to develop a Spark based Java Application which detects spam emails. In the previous post  'Logistic Regression' algorithm was used and in this post we are going to use ...
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Email Spam Classifier Java Application with SPARK

In this post we are going to develop an application for the purpose of detecting spam emails.The algorithm which will be used is Logistic Regression , implementation from SPARK MLib. No deep knowledge on the field ...
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KMeans Image Color Reduction with JAVA and SPARK

K-Means is one of the most famous and widely used algorithm on Machine Learning field. In this post we are going to use KMeans to reduce the colors on images(no pixel reducing done) and therefore ...
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Fraud Detection with JAVA and SPARK MLib

In this post we are going to develop the algorithm in JAVA using SPARK MLib. Full working code can be download from GitHub. It is possible to run the code with several different configurations and ...
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Anomaly Detection with OCTAVE

More than ever we are faced with huge amount of data related to particular business domain or either customers. Machine Learning is very powerful tool to make sense from this huge amount and make it ...
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