https://github.com/sethcg/emnist-digit-predictor

Java application that predicts the digit with EMNIST formatted images.
https://github.com/sethcg/emnist-digit-predictor

deeplearning4j emnist java javafx junit-jupiter maven

Last synced: about 2 months ago
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Java application that predicts the digit with EMNIST formatted images.

• Host: GitHub
• URL: https://github.com/sethcg/emnist-digit-predictor
• Owner: sethcg
• Created: 2021-06-11T20:36:35.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2023-12-29T02:34:27.000Z (about 1 year ago)
• Last Synced: 2023-12-30T02:40:42.526Z (about 1 year ago)
• Topics: deeplearning4j, emnist, java, javafx, junit-jupiter, maven
• Language: Java
• Homepage:
• Size: 19.3 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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.