Police in Burbank, California, say Frederic Strobel broke a car window with a brick.
He's accused of ripping off a GPS navigation device and some CD's.
Police say all the while, the man's two-year-old son was in the stroller.
Officers report finding Strobel nearby, with the stolen stuff still in the stroller.
Police say the toddler was released to his grandmother.
Strobel was busted on suspicion of auto burglary and child endangerment.
He's being held on $50,000 bail.