My Name Is Nobody (2000)

Nobody is a top gambler who falls for a blind model named Bitter. However, his buddy Chun sets him up and beats him, causing Nobody to lose his sight. Now, Nobody must seek revenge while managing his feelings for Bitter, who has regained her eyesight.