The invention discloses an accurate screw high-speed detection device capable of feeding materials through a glass rotary plate. The accurate screw high-speed detection device capable of feeding the materials through the glass rotary plate comprises a controller, a rotary plate which is arranged on a flat operation platform, a stop device, a material switching device, a vertical light resource, an camera adjusting seat, a horizontal camera adjusting seat, a horizontal light resource adjusting seat, a material feeding mechanism, a discharging opening of unqualified products, a discharging opening of mixed materials and a discharging opening of qualified products. The material feeding mechanism, the stop device, the vertical light resource, the camera adjusting seat, the horizontal camera adjusting seat, the horizontal light resource adjusting seat and the material switching device are clockwise arranged around the rotary plate. Without changing a device, the horizontal camera adjusting seat, the vertical light resource and the camera adjusting seat are adjusted, so that detection on screws with different size is achieved.