Yes, they strobe but not because of the house current. They "look" dimmer because of PWM (Pulse Width Modulation).
Basically the LEDS pulse on and off, not a true strobe, with their own frequency.
I don't know if his LED strips are adjustable but of they are, turning them brighter or dimmer...