Existing water gauge reading approaches based on image analysis have problems such as poor scene adaptability and weak robustness. Here. we proposed a novel water level measurement method based on deep learning (YOLOv5s. convolutional neural network) to overcome these problems. https://www.roneverhart.com/Lucky-Shamrock-4-leaf-Clover-Buckle-With-FREE-Leather-Belt/