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

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...

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Hauptverfasser: YIN XIMENG, ZHANG LEI, WANG PENG, XIE CHENGLEI, FANG AIYIN
Format: Patent
Sprache:chi ; eng
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CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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creator YIN XIMENG
ZHANG LEI
WANG PENG
XIE CHENGLEI
FANG AIYIN
description 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
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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</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; PHYSICS</subject><creationdate>2023</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&amp;date=20231013&amp;DB=EPODOC&amp;CC=CN&amp;NR=116883808A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&amp;date=20231013&amp;DB=EPODOC&amp;CC=CN&amp;NR=116883808A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>YIN XIMENG</creatorcontrib><creatorcontrib>ZHANG LEI</creatorcontrib><creatorcontrib>WANG PENG</creatorcontrib><creatorcontrib>XIE CHENGLEI</creatorcontrib><creatorcontrib>FANG AIYIN</creatorcontrib><title>Method and device for improving water gauge water level identification response speed and storage medium</title><description>The invention discloses a method and equipment for improving the water gauge water level identification response speed and a storage medium. 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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
title Method and device for improving water gauge water level identification response speed and storage medium
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