Perceptron Machine Learning

Implementation of Perceptron machine learning algorithm in Java.

How to Use

Clone: git clone https://github.com/inventshah/Perceptron-ML.git

Compile: javac ./*.java

Condense data: java Condenser

Train model: java Perceptron

Condensing

Create a folder with all image targets of a certain class. The condensed image will be saved as condensedFOLDER_NAME.

Condensed yellow data for yellow / white distinction:

Training

Place all training data in the dataTraining folder. Change the labels in the Constants.java to reflect the class names of the images in the dataTraining folder.

Built With

• Java 13