TALiSMaN detects road users and sets streetlight brightness appropriately.

A utility model is detailed to quantify the usefulness of street lighting.

Street lighting schemes are evaluated with StreetlightSim.

TALiSMaN offers comparable usefulness as conventional lighting schemes.

TALiSMaN consumes 2–55% of the energy of conventional/state-of-the-art schemes.