Detecting specific shapes

Would it be possible to use OpenCV to recognize a certain shape ?
In my project i need to be able if a certain part has been placed in a specific location.

If you have any recommendation that could get me started I would be very glad to hear from you.

an example image would be helpful

This would be the part that i want to detect

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will the camera move? will the object move?

@crackwitz The camera wont be moving but the object will.