With the continuous growth of car ownership, problems such as frequent traffic accidents and unsafe driving behavior are becoming increasingly prominent, and traditional passive safety measures (such as seat belts and airbags) can no longer fully meet safety requirements. Against this backdrop, Dahua Automotive Active Safety Technology has emerged, aiming to reduce the occurrence of accidents through intelligent early-warning and intervention systems.