Edge Detection of a frame

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I have a video, and I need for each frame do edge Detection (prewitt), because I only need the contours of my area of interest.

After doing the edge Detection of each frame, I need to measure the contour area for each frame and extract the values.

Does anyone have any idea how to do that?

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