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is the fundamental limitation of object detection by feature matching?

yes, indeed. it's supposed to work with rotated/scaled parts of the same scene, but you cannot do "object detection" with arbitrary images this way.

this is the fundamental limitation of object detection by feature matching?

yes, indeed. it's supposed to work with rotated/scaled parts of the same scene, but you cannot do "object detection" with arbitrary images this way.