Can somebody please help me detect an object using Principal Component Analysis?

The design challenge is to detect an object in a video using pca. Would i have to use image reconstruction method or some other classifier?I'm quite confused please if somebody could help me with it.

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We're even more confused than you because we don't know what your video looks like. Could you share a frame from it and say what you want to find in it?
a simple video in which a car has to be detected.
Dude, share a frame of the video with object to be detected.

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