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Fisherfaces gender detection opencv - i am able to run the source code given using AT & T database set of data. but how do i detect the gender from the resultant i.e images.?

Fisherfaces gender detection opencv - i am able to run the source code given using AT & T database set of data. but how do i detect the gender from the resultant i.e images.In output folder the images are getting generated but how do classify the gender ??? also how do i setup my own data images rather than using AT and yale database?? Please help me