Ashura's Legend Death Fight (2001)

Yusaku who became the Japanese martial arts champion, is blinded by a mysterious woman in a red dress that night. After three years of bloody training, Yusaku returns to the gym and, despite being blind, quickly defeats the yakuza who had come to collect his debt.