We describe a double-slit interference experiment suitable for a beginning physics laboratory in which single photons are observed to interfere with themselves, directly demonstrating the wave-particle duality. When the photons are tagged to indicate which slit they passed through, the double-slit interference vanishes. Both the slits and the diffraction pattern are visible to the unaided eye.