A Smart Child Safety System for Enhanced Pool Supervision using Computer Vision and Mobile App Integration

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In this research, we present an innovative child safety system that leverages advanced computer vision technology and mobile app integration. Our system employs the YOLOv5 object detection model to continuously monitor swimming pool areas for the presence of children [5]. Upon detection, it promptly sends real-time alerts to parents' mobile apps, allowing for proactive supervision and accident prevention. We conducted two experiments to evaluate the system's performance: one focused on the object detection model's accuracy, achieving high precision and recall rates of 93.5% and 82.2%, respectively, while the other assessed the system's real-world applicability and mobile app functionality [6]. The results indicate robust child detection capabilities and reliable alerting mechanisms. By addressing limitations such as environmental factors and usability, our project strives to enhance child safety near swimming pools, offering a valuable contribution to the field of safety technology [7]."> <meta name="keywords" content="Child Safety, Computer Vision, Mobile App, Object Detection , Computer Science, Technology, open access proceedings"/>   <meta name="dc.title" content="A Smart Child Safety System for Enhanced Pool Supervision using Computer Vision and Mobile App Integration "> <meta name="citation_authors" content=" Pak Hon Li1 "> <meta name="citation_authors" content="Yujia Zhang2"> <meta name="dc.type" content="Article"> <meta name="dc.source" content="ComputerScience&InformationTechnology (CS&IT) Vol.14, No.08"> <meta name="dc.date" content="2024/04/27"> <meta name="dc.identifier" content="10.5121/csit.2024.140807"> <meta name="dc.publisher" content="AIRCC Publishing Corporation"> <meta name="dc.rights" content="http://creativecommons.org/licenses/by/3.0/"> <meta name="dc.format" content="application/pdf"> <meta name="dc.language" content="en"> <meta name="dc.description" content="Ensuring child safety around swimming pools remains a paramount concern for parents and caregivers [4]. In this research, we present an innovative child safety system that leverages advanced computer vision technology and mobile app integration. Our system employs the YOLOv5 object detection model to continuously monitor swimming pool areas for the presence of children [5]. Upon detection, it promptly sends real-time alerts to parents' mobile apps, allowing for proactive supervision and accident prevention. We conducted two experiments to evaluate the system's performance: one focused on the object detection model's accuracy, achieving high precision and recall rates of 93.5% and 82.2%, respectively, while the other assessed the system's real-world applicability and mobile app functionality [6]. The results indicate robust child detection capabilities and reliable alerting mechanisms. By addressing limitations such as environmental factors and usability, our project strives to enhance child safety near swimming pools, offering a valuable contribution to the field of safety technology [7]."/> <meta name="dc.subject" content=" Child Safety"> <meta name="dc.subject" content=" Computer Vision"> <meta name="dc.subject" content="Mobile App"> <meta name="dc.subject" content=" Object Detection"> <meta name="dc.subject" content="Proceedings"> <meta name="dc.subject" content="Computer Science"> <meta name="dc.subject" content="Technology"> <meta name="dc.subject" content="open access proceedings">   <meta name="prism.publicationName" content="ComputerScience&InformationTechnology (CS&IT) "> <meta name="prism.publicationDate" content="2024/04/27"> <meta name="prism.volume" content="14"> <meta name="prism.number" content="08"> <meta name="prism.section" content="Article"> <meta name="prism.startingPage" content="69">   <meta name="citation_journal_title" content="ComputerScience&InformationTechnology (CS&IT)"> <meta name="citation_publisher" content="AIRCC Publishing Corporation"> <meta name="citation_authors" content=" Pak Hon Li1 and Yujia Zhang2"> <meta name="citation_title" content=" A Smart Child Safety System for Enhanced Pool Supervision using Computer Vision and Mobile App Integration"> <meta name="citation_online_date" content="2024/04/27"> <meta name="citation_issue" content="14"> <meta name="citation_firstpage" content="69"> <meta name="citation_authors" content=" Pak Hon Li1 "> <meta name="citation_authors" content="Yujia Zhang2"> <meta name="citation_doi" content="10.5121/csit.2024.140807"> <meta name="citation_abstract_html_url" content="https://aircconline.com/csit/abstract/v14n8/csit140807.html"> <meta name="citation_pdf_url" content="https://aircconline.com/csit/papers/vol14/csit140807.pdf">   <meta property="og:site_name" content="AIRCC" /> <meta property="og:type" content="article" /> <meta property="og:url" content="https://aircconline.com/csit/abstract/v14n8/csit140807.html"> <meta property="og:title" content="A Smart Child Safety System for Enhanced Pool Supervision using Computer Vision and Mobile App Integration"> <meta property="og:description" content="Ensuring child safety around swimming pools remains a paramount concern for parents and caregivers [4]. In this research, we present an innovative child safety system that leverages advanced computer vision technology and mobile app integration. Our system employs the YOLOv5 object detection model to continuously monitor swimming pool areas for the presence of children [5]. Upon detection, it promptly sends real-time alerts to parents' mobile apps, allowing for proactive supervision and accident prevention. We conducted two experiments to evaluate the system's performance: one focused on the object detection model's accuracy, achieving high precision and recall rates of 93.5% and 82.2%, respectively, while the other assessed the system's real-world applicability and mobile app functionality [6]. The results indicate robust child detection capabilities and reliable alerting mechanisms. By addressing limitations such as environmental factors and usability, our project strives to enhance child safety near swimming pools, offering a valuable contribution to the field of safety technology [7]."/>   <meta name="twitter:card" content="Proceedings" /> <meta name="twitter:site" content="AIRCC" /> <meta name="twitter:title" content="A Smart Child Safety System for Enhanced Pool Supervision using Computer Vision and Mobile App Integration" /> <meta name="twitter:description" content="Ensuring child safety around swimming pools remains a paramount concern for parents and caregivers [4]. In this research, we present an innovative child safety system that leverages advanced computer vision technology and mobile app integration. Our system employs the YOLOv5 object detection model to continuously monitor swimming pool areas for the presence of children [5]. Upon detection, it promptly sends real-time alerts to parents' mobile apps, allowing for proactive supervision and accident prevention. We conducted two experiments to evaluate the system's performance: one focused on the object detection model's accuracy, achieving high precision and recall rates of 93.5% and 82.2%, respectively, while the other assessed the system's real-world applicability and mobile app functionality [6]. The results indicate robust child detection capabilities and reliable alerting mechanisms. By addressing limitations such as environmental factors and usability, our project strives to enhance child safety near swimming pools, offering a valuable contribution to the field of safety technology [7]."/> <meta name="twitter:image" content="https://airccse.org/img/aircc-logo1.jpg" />  <style type="text/css"> .rdd { text-align: center; background: #f2f2f2; color: #000; font-weight: 700; width: 130px; height: 110px; border-radius: 100%; box-shadow: inset 1px 0px 22px 3px #4080ca; font-family: 'Oswald', sans-serif; border: 5px solid #1f8ea3; margin: 5% auto; line-height: 110px; } </style> <script async src="//pagead2.googlesyndication.com/pagead/js/adsbygoogle.js"></script> <script> (adsbygoogle = window.adsbygoogle || []).push({ google_ad_client: "ca-pub-1537319084895272", enable_page_level_ads: true }); </script> </head> <body>  <div class="navbar-fixed"> <nav class="cyan lighten-2 z-depth-5"> <div class="container"> <div class="nav-wrapper"> <ul> <li id="b-logo"> <img id="brand-logo" href="index.php" class="hide-on-med-and-down" src="img/aircc-logo1.jpg"> </li> </ul> <a class="brand-logo" href="index.php">AIRCC</a> <a data-activates="side-nav" class="button-collapse show-on-small left"> <i class="material-icons">menu</i> </a> <ul class="right hide-on-med-and-down"> <li > <a href="https://aircconline.com/">Home</a> </li> <li> <a href="https://airccse.org/csit/V14N08.html">Current Issue</a> </li> <li> <a href="https://airccse.org/arch.html">Archives</a> </li> <li> <a href="https://airccse.org/csit/acontact.html">Contact</a> </li> <li> <a class="openIcon" onclick="openSearch()"> <i class="material-icons">search</i> </a> </li> </ul> </div> </div> </nav> </div>  <ul class="side-nav" id="side-nav"> <li> <div class="user-view arc"> <div class="background"> <img class="mobile-overlay" > </div> <a href="https://aircconline.com/"> <i id="cl" class="material-icons cyan-text text-lighten-2 right">close</i> </a> <a href="https://aircconline.com/"> <img class="circle" src="img/aircc-logo1.jpg"> </a> <h4 class="grey-text">AIRCC</h4> </div> </li> <li > <a href="https://aircconline.com/">Home <i class="material-icons">home</i> </a> </li> <li> <a href="https://airccse.org/csit/V14N08.html">Current Issue <i class="fas fa-users"></i> </a> </li> <li> <a href="https://airccse.org/arch.html">Archives <i class="fas fa-users"></i> </a> </li> <li> <a href="https://airccse.org/csit/acontact.html">Contact <i class="fas fa-calendar-alt"></i> </a> </li> <li>  <li> <a class="openIcon" id="icon" onclick="openSearch()"> <i class="material-icons">search</i> Search </a> </li> </ul>  <div id="myOverlay" class="overlay"> <span class="closeIcon" onclick="closeSearch()" title="Close Overlay">×</span> <div class="overlay-content"> <form action="https://airccj.org/csecfp/library/index.php"> <input type="text" placeholder="Search.." name="title"> <button type="submit"> <i class="material-icons center">search</i> </button> </form> </div> </div>  <section class="section-main"> <div class="container"> <div class="row"> <div class="col s12 m8"> <div class="card z-depth-2"> <div class="card-content"> <h5 class="cyan-text center text-darken-1"> A Smart Child Safety System for Enhanced Pool Supervision using Computer Vision and Mobile App Integration </h5> </div> </div> <br> <div class="card"> <h5 id="about" class="brown-text text-darken-2 text-center" style="padding-bottom:0px">Authors</h5>  <div class="card-content"> <p class="left-text" style="text-align:justify"> Pak Hon Li<sup>1</sup> and Yujia Zhang<sup>2</sup>, <sup>1</sup>USA, <sup>2</sup>California State Polytechnic University, USA </p><br> </p> </div> </div>   <div class="card"> <h5 id="about" class="brown-text text-darken-2 text-center" style="padding-bottom:0px">Abstract</h5>  <div class="card-content"> <p class="left-text" style="text-align:justify"> Ensuring child safety around swimming pools remains a paramount concern for parents and caregivers [4]. In this research, we present an innovative child safety system that leverages advanced computer vision technology and mobile app integration. Our system employs the YOLOv5 object detection model to continuously monitor swimming pool areas for the presence of children [5]. Upon detection, it promptly sends real-time alerts to parents' mobile apps, allowing for proactive supervision and accident prevention. We conducted two experiments to evaluate the system's performance: one focused on the object detection model's accuracy, achieving high precision and recall rates of 93.5% and 82.2%, respectively, while the other assessed the system's real-world applicability and mobile app functionality [6]. The results indicate robust child detection capabilities and reliable alerting mechanisms. By addressing limitations such as environmental factors and usability, our project strives to enhance child safety near swimming pools, offering a valuable contribution to the field of safety technology [7]. </p> </div> </div> <div class="card"> <h5 id="about" class="brown-text text-darken-2 text-center" style="padding-bottom:0px">Keywords</h5>  <div class="card-content"> Child Safety, Computer Vision, Mobile App, Object Detection </p> </div> </div> <div class="card-content"> <a href="https://aircconline.com/csit/papers/vol14/csit140807.pdf" target="_blank" class="btn btn-small lighten-2 cyan lig">Full Text</a>  <a href="https://airccse.org/csit/V14N08.html" target="_blank" class="btn btn-small lighten-2 cyan lig">Volume 14 Number 08</a> </div> </div>  <div id="side-bar" class="col s12 m4"> <div id="section-main"> <div class="card side cyan lighten-2"> <div class="card-content"> <ul> <li class="ax waves-effect waves-light"> <a class="white-text" href="https://airccse.org/editorial.html" target="blank"><i class="material-icons left">account_circle</i>Editorial Board</a> <br> </li> <br> <br> <div class="divider"></div> <br> <li class="ax waves-effect waves-light"> <a class="white-text" href="https://airccse.org/arch.html" target="blank"> <i class="material-icons fa fa-archive left"></i>Archives </a> <br> </li> <br> <br> <div class="divider"></div> <br> <li class="ax waves-effect waves-light"> <a class="white-text" target="blank" href="https://airccse.org/indexing.html"> <i class="material-icons left">local_pharmacy</i>Indexing</a> </li> <br> <br> <div class="divider"></div> <br> <li class="ax waves-effect waves-light"> <a class="white-text" target="blank" href="http://airccse.org/faq.html"> <i class="material-icons left">quiz</i>FAQ</a> </li> </ul> </div> </div> </div> </div> </div> </div> </section>  <div id="txtcnt"></div>  <footer class="page-footer cyan lighten-3"> <div class="container"> <div class="row"> <div class="footer-m col s12 m6 l3 "> <ul> <li> <img src="img/since2008.png" alt="since2008"> </li> </ul> </div> <div class="footer-m col s12 m6 l3 "> <ul> <li> <a class="white-text" href="ethics.html">Ethics</a> </li> <li> <a class="white-text" href="faq.html">FAQ</a> </li> <li> <a class="white-text" href="subscription.html">Subscription</a> </li> </ul> </div> <div class="footer-m col s12 m6 l3 offset-m1"> <ul> <li> <a class="white-text" href="acontact.html">Contact</a> </li> <li> <a class="white-text" href="https://airccse.org/sitemap.html">Sitemap</a> </li> </ul> </div> <div class="social col s12 m6 l3 offset-m1"> <ul> <li> <a class="blue-text text-darken-4" href="https://www.facebook.com/AIRCCPC" target="blank"> <i class="fab fa-facebook"> </i> </a> </li> <li> <a class="cyan-text " href="https://twitter.com/AIRCCFP" target="blank"> <i class="fab fa-twitter"></i> </a> </li> <li> <a class="red-text text-darken-4" href="https://www.youtube.com/channel/UCzkuYvuKuNCIc3jbE52IeZg" target="blank"> <i class="fab fa-youtube"></i> </a> </li> </ul> </div> </div> </div> <div class="footer-copyright grey darken-2"> <div class="container center-align"> <large class="white-text">Not for Profit @ All Rights Reserved ® AIRCC </large> </div> </div>  <div class="col s12 m10 offset-m1"> <div class="grey darken-3 center-align"> <small class="white-text">Designed and Developed by Wireilla Delivery Team</small> </div> </div> </footer> <script type="text/javascript" src="https://code.jquery.com/jquery-3.2.1.min.js"></script> <script type="text/javascript" src="js/materialize.min.js"></script> <script src="js/scrolltop.js"></script> <script src="js/search.js"></script> <script src="js/popup.js"></script> <script src="js/main.jquery.js"></script> </body>  </html>

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A Smart Child Safety System for Enhanced Pool Supervision using Computer Vision and Mobile App Integration