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December 2014

Mausr - Marek's Unicode Symbols Recognizer

Have you ever wanted to easily find any unicode symbol like →, ×, ≠, ℝ, or »? Then Mausr is what you are looking for! Mausr is a library and web interface that performs unicode symbols recognition from hand drawn input using simple neural network. The library implements back-propagation learning algorithm as well as basic non-linear optimization algorithms such as gradient descent and iRprop.

Personal project, tags: C#, ASP.NET MVC

GitHub repository: NightElfik/Mausr

  • Recognition results
    Recognition results
  • Interface for training neural nets. Real-time feedback of the training is implemented using signalr library.
    Interface for training neural nets. Real-time feedback of the training is implemented using signalr library.
  • Results of training a neural network.
    Results of training a neural network.
  • Test of optimization functions.
    Test of optimization functions.
  • Drawings of a snowflake from many users.
    Drawings of a snowflake from many users.
Figure 1: Various images from this project.
 
 
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This project report is still under construction. If you would be interested in seeing it completed, feel free to e-mail me.

1 Introduction

This report is under construction but you can try Mausr at http://www.mausr.com/ or check out source codes on GitHub.

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