A man living next door to Morrisons fears the store's CCTV cameras are peering into his bedroom and bathroom.
Residents compared the supermarket's security cameras to a prison camp and questioned whether they had planning permission.
The equipment was put up outside a Morrisons in Faversham, Kent, as part of the company's crackdown on parking violations.