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Can anyone please tell me what could be the best algorithm for presence absence detection

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I have one part which is black in color. I want to do defect detection on it. There is a circular region on which I need to check. If the circle is regular then it's OK if not then NOT OK. But the irregularity in circle can come anywhere. Any help is really appreciated.

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