mod #1
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nvidiagpu=True #to use cupy processor directly
-removed the conditionals from the calculations in the loop and rewrote the corresponding function for each corner in order to speed up the calculations
-added conversion from bgr to hsv in numpy processor
-the color conversion occurs after cropping the image in order to reduce CPU calculations