Appear and disappear effect with camera movement
That is simply greenscreen compositing.

These days it is relatively easy to track a camera movement from a random video clip, you can for example film the yard and composite a 3D car over it.

On this case, I would film the person on a green screen room with markings and even render the yard itself.



One more complicated way to do it would be a robotic arm controlling the camera, some can even receive the movement from another source, for example, tracking from a handheld camera. The movement can be repeated several times, one with the car other without it.

But the equipment would be more sophisticated and expensive. I would go for the green screen and Blender.