[Python] Object Detection using Opencv Only

I'm doing an intruder detection from Ring Camera footage; I need to draw a boundary around the detected intruder.

I can't use any high-level algorithm like classifiers or YOLO. I need to know what flow and process to go through.

example image: this is the image from a ring camera footage

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