The privacy tension here is unique. Businesses expect to be on camera; private citizens walking on a public sidewalk do not.
Recording in spaces where people expect privacy—such as bathrooms, guest bedrooms, or through a neighbor’s window—is typically illegal and can lead to criminal charges.