Detecting defects, which is a branch of target detection in the field computer vision, widely used factory production. To solve problems existing algorithms that relate to their insensitivity large or medium defect targets on bearing covers, difficulty detecting subtle defects effectively and lack real-time detection, this work, we establish large-scale bearing-cover dataset propose an improved...