Predict Handwritten Digits

This is a mini project based on two pre-trained models Linear and Convolutional neural networks, and perform predictions in real time according to a draw area where you can draw the digit using the mouse.

Getting started

IMPORTANT: Before starting you have to train the models, check linear-model and convolutional-model readmes in python folder.

Step 1

clone the project in your computer and cd into it.

Step 2

Install maven dependencies by runing mvn install

Step 3

Replace the paths to models, by replacing PATH_TO_LINEAR_MODEL and PATH_TO_CONVOLUTIONAL_MODEL static variables in the Board class located in src/main/java/gui/Board.java

Step 4

Launch the main function located in the Board class src/main/java/gui/Board.java