Mitral valve repair is a very difficult operation, often requiring experienced surgeons. The doctor will insert prosthetic ring to aid in the restoration of heart function. location prosthesis' sutures critical. Obtaining and studying them during procedure valuable learning experience for new This paper proposes landmark detection network detecting endoscopic pictures, which solves problem vari...