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Dogs vs Cats mod

I wanted to modify the processing of the images to see the effect in processing speed or memory requirements.

I started by removing the cv2.IMREAD_GRAYSCALE flag. I expected each image record to be bigger but not the number of items to triple.

When making the fit call I see it report that it has 73500 training samples instead of 24500. I suspect that I would need to change the definition of variable X but I do not know how. Am I guessing right? If that is the case how would I need to redefine X and Y so each sample is made of 3 colors instead of 1.

Thanks,