Analytics Using Still Images?

Does anyone know of a Video Analytics solution that works using a group of still images (JPG) as opposed to live video? Looking to recognize and detect people and vehicles. The first image would be the reference frame, and all subsequent images would represent an inspection by a moving camera while at a dwell point.

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