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counting available parking places (java)

I have school project where I'm sending a quad-copter to take a picture of the Academic Parking and I need to recognize how many valid parking there are in the parking area do you have any suggestion ?

I thought to count the black pixel of the parking when the parking is empty then to compere the black percentage of the empty parking with the full one ?