EMNIST Digit Predictor

Description:

This is an application that displays a 14x14 grid which the user can draw on. As the user draws a prediction is made for which digit is being displayed.

The model used to make the predictions is made using DL4J and trained with the EMNIST digits dataset.

See: https://www.nist.gov/itl/products-and-services/emnist-dataset

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Features

• Java, JavaFX, JUnit, Maven
• Neural Network Model using DL4J
• Custom, Responsive GUI
• Reset and Save Buttons

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Demo:

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Examples:

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To Do:

• Basic GUI and Functionality.
• Real-Time Prediction
• Create Nueral Network Model on Launch
• Improve Splash Screen
• Implement Unit Testing
• Improve Overall Style and Layout
• Containerize the Application (Docker)
• Refactor, Refactor, Refactor...

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For the things we have to learn before we can do them, we learn by doing them.