Are there any studies on how this affects recognition? I'm labeling some vehicles and will my neural net learn better (for say vehicle identification) from a ro

Are there any studies on how this affects recognition? I'm labeling some vehicles and will my neural net learn better (for say vehicle identification) from a row of identical vehicles, individual vehicles with overlap, non-overlapping parts only?