Sunday, April 13, 2014

Updated BackProp1 Now Available

I have recently updated the back propagation neural network "backprop1."

BackProp1 is a derivative of an image classification project I delivered in 2001.  It has been available on  SourceForge since 2009 (and my own web site prior to that).  BackProp1 consists of a library which can be embedded in your own projects and three demonstration applications:
  1. demo1 is a point classifier which can determine if a point is above or below the line y = -5x + 2
  2. demo2 is the XOR classifier
  3. demo3 features an interactive UI and trains to recognize the digits 0-9.  You can select a pattern and then submit it for classification.  You can also flip the state of individual pixels and discover if the classifier will still recognize the pattern.
Get the latest version of backprop1 on github.

This new offering includes:
  1. Demo3 now should look OK on any platform (was effectively broken on OS X).
  2. Now builds w/gradle.

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