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Pornography/nudity Cascade training best size and parameters

Hi everyone, first of all sorry fir my bad English.

i'm trying to train a classifier to detect porno/nude images.

i've collected 50,000 different porno images as positives and 100,000 images as negatives.

all i know is that a training in a scale like this could take 2,3 months !! so i have not any time for testing.

so i need the best parameters like -w -h -numPos - numNeg -numStages and so on...

also pictures i collected(positives and negatives) are extremely vary in resolution , from 320x200 to 1600x1200 !!!

should i resize them first ? if Yes , to what W and H of size ?

I appreciate any help , Thank you.