https://github.com/gbuesing/mnist-ruby-test

Handwritten digit OCR in Ruby
https://github.com/gbuesing/mnist-ruby-test

mnist neural-network ruby rubyml

Last synced: 3 months ago
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Handwritten digit OCR in Ruby

• Host: GitHub
• URL: https://github.com/gbuesing/mnist-ruby-test
• Owner: gbuesing
• Created: 2014-12-10T20:58:45.000Z (almost 10 years ago)
• Default Branch: master
• Last Pushed: 2015-01-02T20:59:51.000Z (almost 10 years ago)
• Last Synced: 2024-02-12T02:07:17.159Z (9 months ago)
• Topics: mnist, neural-network, ruby, rubyml
• Language: Ruby
• Homepage: https://mnist-ruby-test.herokuapp.com/
• Size: 5.72 MB
• Stars: 10
• Watchers: 2
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
MNIST Ruby Test

===

Testing classification of [MNIST](http://yann.lecun.com/exdb/mnist/) digits in Ruby.

Includes a Sinatra app that uses a trained ruby-fann neural network to predict digits drawn on a  element. The neural network was trained on all 60,000 training examples with 1 hidden layer of 300 neurons, and successfully classified ~93% of the test set.

MNIST data files not included in this repo.