Mayor Michael Bloomberg vowed to appeal the ruling, calling it disturbing at a press conference.
Judge Scheindlin said officers conducted stops under the policy in a "racially discriminatory manner" and police leaders ignored warnings since 1999 that those being stopped had their rights violated.