The news of his safe return to his home was confirmed by his wife Barbie Kyagulanyi who, during a Facebook live broadcast, showed the NUP leader in his home compound.
Bobi Wine is seen commanding police officers who had accessed his compound to leave as he warned them against trespassing.
Bobi Wine had earlier been arrested by plain-clothed security operatives upon landing at the Entebbe International Airport.