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Drawing a rectangle and masking the outside area

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I wrote some code that uses background subtraction to measure movement. The above image shows the first frame (1), Original video (2), and movement via background subtraction (3).

I was able to draw a rectangle during the video and I know that the value (-1) fills the rectangle. Is there a way to have everything outside of the rectangle be masked instead? That way I can reset the first frame and then only measure the inside of the rectangle.