Why did Sirius Black go to Azkaban?

He escaped by turning into a dog (he can do that beause he is an animagus), slipping through the bars and swimming to sore. The densities are blind so couldn't see him and they only sense humans not animals.This was the first time.

the second time he was locked up in hogwarts,hermione blasted the chains with the alohamora spell