Likelihood measure

2008-11-25
2013-04-16
  • Nobody/Anonymous

    Is there such a thing as this? This is my aim (the field is image pattern recognition):-

    myInput -> Neural Network A -> Likelihood of being objectA
    myInput -> Neural Network B -> Likelihood of being objectB
    myInput -> Neural Network C -> Likelihood of being objectC
    myInput -> Neural Network D -> Likelihood of being objectD
    etc.

    I want to train several neural networks to recognise a different particular object, run my input through each and get returned a number between 0 and 1 that says how likely the input is the object the network is trained for.

    Could someone suggest a network for this? I had a look in samples/editor/som/SOMImageNet.ser and this uses a WinnerTakesAll layer. Which obviously doesn't give me a likelihood.

    Could someone suggest an alternate approach or a way to do this?

    Thanks,
    j

     

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