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Draw-n-Guess

Neural network based digit recognition. Still in development.

08/04/16 : Added self made database in data-set/new/. I wrote 1019 digits by hand (yea, I was determined), the classification rate went up from 94% to 98%. Now it has become really good at guessing my digits, shouldn't be as good with yours (you can still do your own database with learn-mode but pca and normalization have to be done manually until I implement them).

Hold left-button to draw
Click right-button to clear
Hit space to submit to network

Build with SFML

TODO :

  • Create a new digit base (currently comparing your mouse drawings with real handwritten digits..)
  • Implement PCA et normalization coef computing
  • Learn mode (Adds each drawing to database)

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Another application with live camera input github.com/wimacod/Camera-Guess.git:

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Neural network based digit recognition with mouse input

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