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AlexKbit / deeplearning-digits

Sample of using deep-learning for digits recognition

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deeplearning4jdigits-recognitionjavaspring-bootdeepleanring

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Project Overview

Sample of using deep-learning for digits recognition. This solution based on deeplearning4j.

Application run

  • ApplicationLauncher - spring boot launcher with UI
  • DataSetPrepare - Java runner for prepare training data (/dataset/digits.txt)
  • TrainNeuralNet - Java runner for neural net training (/resources/nnModel)

User interface

UI digit 1

UI digit 3

UI digit 8

Open application by root path.

  • Draw you digit in window
  • Submit your image
  • Get result of digit on image

About

Sample of using deep-learning for digits recognition

deeplearning4jdigits-recognitionjavaspring-bootdeepleanring

License:MIT License

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Language:Java 76.3%Language:HTML 23.7%