Image-Classifier-Java

This repository presents a code that aimed to add a new Image classifier, using Random Forests to Levis an Image classification software coded by Mines Paristech's Robotics lab : CAOR

The package is composed of two sub_modules :

• hog : Histogram of Oriented Gradients
• randomForests : Random Forest Calssifier

hog :

This sub-module handles the images preprocessing, it takes images as inputs and returns the associated Histogram of Oriented Gradients

this folder contains the follower java files :

• HOG : Realize the preprocessing
• HOGPARAM : stores and returns the parameters of the trees
• Tree : Builds and store a tree

Random Forests :

As the name suggests it, this sub-module builds and trains the Random Forest.

this folder contains the follower java files :

• RandomForest : Builds and Store the random Forest
• RandomForestLearner : class that trains and update the Random Forest
• RF : root class for RandomForest handles simple methods to leave only machine learning related methods to the RandomForest class.