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.bekindtopets.com/super-pick-Rx-Quadruple-Topical-Ointment-Quadritrop-for-Dogs-Cats-30-mL-super-grab/