ANN - image generation?
Posted 10 January 2013 - 05:18 PM
what if i twinned up 2 nn's, one going forwards input to output, and another going backwards, output to input.
every time i train forwards (using back propagation) i train on the reverse nn. (with bp also)
going from picture to id, then going from id to picture.
would that mean i could now give it an id, and ill get a picture generated at the input?
or give it a picture, get to the id, then come back from the id?
Posted 10 January 2013 - 05:57 PM
Similar method used as training method through unsupervised learning: they train neural network to have output the same as input and use its intermediate level (with lower number of neurons) as a result.
Posted 10 January 2013 - 06:42 PM
Posted 10 January 2013 - 07:28 PM
Posted 10 January 2013 - 08:25 PM
Like, you dont go all the way to the end, you only go so far before you use the reverse nn to make a picture, and you get a more specific output?
(like say, i want a neat "2" not just any old messy general "2")
and another question - how could one possibly generate full motion video?
Posted 10 January 2013 - 09:54 PM
Posted 10 January 2013 - 10:38 PM
Posted 11 January 2013 - 08:05 AM
Posted 11 January 2013 - 09:56 AM
Interesting code, but not of any real use.
I've been thinking about using a genetic algo to produce procedural textures for a long time, the trouble is that producing graphics for games ended up needing a DNA string that was bigger than the graphics it generated.
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