To me the only way this could be ethical is by the project being limited to private space (a lab, a room in your house). No data is to be recorded ever, runs on an airgapped computer, doesn't try to identify people, every people subjected to it has to be fully aware of what this is about and the implication it can have.

Facial recognition is by essence creepy.