Meter reading is an important part of intelligent inspection. and the current meter reading method based on target detection has problems of low accuracy and large error. In order to improve the accuracy of automatic meter reading. this paper proposes an automatic reading method for pointer-type meters based on the YOLOv5-Meter Reading (YOLOv5-MR) model. https://www.countryscenesaddleryandpetsuppliers.shop/product-category/english-saddle-cloth/