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src="https://cdn.wpsshop.cn/public/wpsshopindex/js/mid_detail_last.js?v=33890"></script><style type="text/css"></style><script type="text/javascript"></script><div class="interactive_info" id="body-data-0098" attrv="50370"></div><div class="article_box" style="overflow: hidden;"><div class="article_channel"><div class="channel_top_line"><div class="cn_t_l"></div><div class="cn_t_r"></div></div><div class="article_channel_info">当前位置: <a href="/article/list/1">article</a> > 正文 </div></div><div class="article_title"><h1>使用OpenCV和Python，OCR识别数字_图像识别python,识别屏幕上的数字</h1></div><div class="article_info"><div class="article_c_info"> 作者：不正经 | 2024-05-31 04:39:44</div><div class="article_click" style="width: 140px;"><p class="operation-b-img operation-b-img-active"><i class="img-up txclick" attc="upclick" attn="0"></i><span class="num"> 赞</span></p><p class="operation-b-img operation-b-img-active"><i class="img-down txclick" attc="downclick" attn="0"></i><span class="num">踩</span></p></div></div><div class="article_intro">图像识别python,识别屏幕上的数字</div><div class="article_content article_contentheight"> <link rel="stylesheet" href="https://csdnimg.cn/release/blogv2/dist/mdeditor/css/editerView/kdoc_html_views-1a98987dfd.css"> <link rel="stylesheet" href="https://csdnimg.cn/release/blogv2/dist/mdeditor/css/editerView/ck_htmledit_views-044f2cf1dc.css"> <div id="content_views" class="markdown_views prism-atom-one-light"> <svg xmlns="http://www.w3.org/2000/svg" style="display: none;"> <path stroke-linecap="round" d="M5,0 0,2.5 5,5z" id="raphael-marker-block" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0);"></path> </svg> <p></p> <div class="toc"> <h4><a name="t0"></a>使用<a href="https://so.csdn.net/so/search?q=OpenCV&spm=1001.2101.3001.7020" target="" class="hl hl-1" data-report-view="{"spm":"1001.2101.3001.7020","dest":"https://so.csdn.net/so/search?q=OpenCV&spm=1001.2101.3001.7020","extra":"{\"searchword\":\"OpenCV\"}"}" data-report-click="{"spm":"1001.2101.3001.7020","dest":"https://so.csdn.net/so/search?q=OpenCV&spm=1001.2101.3001.7020","extra":"{\"searchword\":\"OpenCV\"}"}" data-tit="OpenCV" data-pretit="opencv">OpenCV</a>和Python，OCR识别数字</h4> <ul> <li> <ul> <li><a href="#1__5" rel="nofollow" target="_self">1. 效果图</a></li> <li><a href="#2__9" rel="nofollow" target="_self">2. 原理</a></li> <li> <ul> <li><a href="#21__10" rel="nofollow" target="_self">2.1. 什么是七段显示器</a></li> <li><a href="#22___15" rel="nofollow" target="_self">2.2 识别数字步骤</a></li> </ul> </li> <li><a href="#3__29" rel="nofollow" target="_self">3. 源码</a></li> <li><a href="#_166" rel="nofollow" target="_self">参考</a></li> </ul> </li> </ul> </div> <p></p> <p>这篇博客将演示如何使用OpenCV和Python识别图像中的数字。该方法只适用于七段<a href="https://so.csdn.net/so/search?q=%E6%98%BE%E7%A4%BA%E5%99%A8&spm=1001.2101.3001.7020" target="_blank" class="hl hl-1" data-report-view="{"spm":"1001.2101.3001.7020","dest":"https://so.csdn.net/so/search?q=%E6%98%BE%E7%A4%BA%E5%99%A8&spm=1001.2101.3001.7020","extra":"{\"searchword\":\"显示器\"}"}" data-report-click="{"spm":"1001.2101.3001.7020","dest":"https://so.csdn.net/so/search?q=%E6%98%BE%E7%A4%BA%E5%99%A8&spm=1001.2101.3001.7020","extra":"{\"searchword\":\"显示器\"}"}" data-tit="显示器" data-pretit="显示器">显示器</a>（通常在数字闹钟上看到数字显示器）。通过提取七个片段中的每个片段并应用基本阈值和形态学运算，可以确定哪些片段处于“打开”状态，哪些片段处于“关闭”状态。<br> 然后，通过在Python字典数据结构中查找开/关段，就可以快速确定实际数字，而无需机器学习！</p> <h3><a name="t1"></a><a id="1__5"></a>1. 效果图</h3> <p><strong>识别效果图如下：</strong><br> <img src="https://img-blog.csdnimg.cn/2021031616433794.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQwOTg1OTg1,size_16,color_FFFFFF,t_70" alt="在这里插入图片描述"></p> < </div> <link href="https://csdnimg.cn/release/blogv2/dist/mdeditor/css/editerView/markdown_views-f23dff6052.css" rel="stylesheet"> <link 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