Method and device for improving water gauge water level identification response speed and storage medium

The invention discloses a method and equipment for improving the water gauge water level identification response speed and a storage medium. The method comprises the following steps: acquiring a water gauge picture, an improved YOLOv4 model and an improved Deeplabv3 + model; the water gauge picture is processed based on a trained improved YOLOv4 model to obtain a preprocessed picture, and the preprocessed picture is a picture containing a junction area of the water gauge and a water body; segmenting the preprocessed picture based on a trained improved DeepLabv3 + model to obtain a segmented picture and an edge line, the segmented picture being a picture including a projection point of a boundary line of a water gauge and a water body; and processing the segmented picture based on a preset linear interpolation algorithm to obtain the water gauge water level. According to the method, the water gauge water level identification response speed is improved. 本申请公开了一种提升水尺水位识别响应速度的方法、设备及存储介质。方法包括：获取水尺图片，改进YOLOv4模型以及改进