{"id":13720,"date":"2026-04-28T21:30:13","date_gmt":"2026-04-28T21:30:13","guid":{"rendered":"https:\/\/www.placa.ai\/complete-guide-license-plate-recognition-lpr-technology\/"},"modified":"2026-05-12T13:07:33","modified_gmt":"2026-05-12T13:07:33","slug":"complete-guide-license-plate-recognition-lpr-technology","status":"publish","type":"post","link":"https:\/\/www.placa.ai\/ar\/complete-guide-license-plate-recognition-lpr-technology\/","title":{"rendered":"\u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u0648\u062d\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 (LPR) (2026)"},"content":{"rendered":"\n<style>.placa-qa{background:#0a2540;color:#fff;border-radius:10px;padding:18px 22px;margin:0 0 32px;max-width:820px}.placa-qa .label{font-size:.72em;font-weight:700;text-transform:uppercase;letter-spacing:.1em;color:rgba(255,255,255,.6);margin-bottom:6px}.placa-qa .answer{font-size:1.05em;line-height:1.7;color:#fff;margin:0}<\/style><div class=\"placa-qa\"><div class=\"label\">\u0625\u062c\u0627\u0628\u0629 \u0633\u0631\u064a\u0639\u0629<\/div><p class=\"answer\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u0648\u062d\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 (LPR) \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u062a\u0642\u0646\u064a\u0629 \u0643\u0627\u0645\u064a\u0631\u0627 \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0642\u0631\u0623 \u0644\u0648\u062d\u0627\u062a \u062a\u0631\u062e\u064a\u0635 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a\u060c \u0648\u062a\u0637\u0627\u0628\u0642\u0647\u0627 \u0645\u0639 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u062a\u0637\u0644\u0642 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u0629 &#8211; \u0641\u062a\u062d \u0627\u0644\u0628\u0648\u0627\u0628\u0627\u062a\u060c \u0623\u0648 \u0627\u0644\u062a\u0646\u0628\u064a\u0647\u0627\u062a\u060c \u0623\u0648 \u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630. \u064a\u0644\u062a\u0642\u0637 LPR \u0627\u0644\u062d\u062f\u064a\u062b \u0623\u064a\u0636\u064b\u0627 \u0646\u0648\u0639 \u0627\u0644\u0633\u064a\u0627\u0631\u0629 \u0648\u0637\u0631\u0627\u0632\u0647\u0627 \u0648\u0644\u0648\u0646\u0647\u0627 \u0648\u0627\u062a\u062c\u0627\u0647\u0647\u0627 \u0628\u0627\u0644\u0645\u0644\u0644\u064a \u062b\u0627\u0646\u064a\u0629. \u064a\u0633\u062a\u062e\u062f\u0645 \u0644\u0623\u0645\u0646 HOA\u060c <a href=\"https:\/\/www.placa.ai\/enforcement\/\">\u0625\u0646\u0641\u0627\u0630 \u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a<\/a>\u060c \u0648\u0627\u0644\u0637\u0631\u062f \u0645\u0646 \u0627\u0644\u0645\u062f\u0631\u0633\u0629\u060c \u0648 <a href=\"https:\/\/www.placa.ai\/apartment-gate-lpr-camera\/\">\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u0648\u0627\u0628\u0629<\/a>.<\/p><\/div>\n\n\n<style>\n.lpr-guide{font-family:inherit;max-width:860px;margin:0 auto}\n.lpr-guide h2{font-size:1.6em;color:#0a2540;margin:50px 0 12px;border-left:4px solid #0066cc;padding-left:14px}\n.lpr-guide h3{font-size:1.15em;color:#1a1a1a;margin:30px 0 10px}\n.lpr-guide p{color:#444;line-height:1.8;margin-bottom:16px}\n.lpr-guide .intro{font-size:1.1em;color:#333;line-height:1.8;background:#f4f8ff;border-radius:10px;padding:24px;margin-bottom:40px}\n.lpr-guide table{width:100%;border-collapse:collapse;margin:20px 0 30px;font-size:.93em}\n.lpr-guide table th{background:#0a2540;color:#fff;padding:12px 14px;text-align:left}\n.lpr-guide table td{padding:10px 14px;border-bottom:1px solid #eee}\n.lpr-guide table tr:nth-child(even) td{background:#f8f8f8}\n.lpr-guide .stat-row{display:grid;grid-template-columns:repeat(auto-fit,minmax(170px,1fr));gap:14px;margin:24px 0}\n.lpr-guide .stat-box{background:#f4f8ff;border-radius:10px;padding:18px;text-align:center;border-top:3px solid #0066cc}\n.lpr-guide .stat-box .n{font-size:1.9em;font-weight:800;color:#0066cc;line-height:1.1}\n.lpr-guide .stat-box .l{font-size:.82em;color:#555;margin-top:5px}\n.lpr-guide .stat-box .s{font-size:.7em;color:#999;margin-top:3px}\n.lpr-guide .callout{background:#f0fdf4;border-left:4px solid #16a34a;padding:16px 20px;border-radius:0 8px 8px 0;margin:20px 0;color:#333;font-size:.95em}\n.lpr-guide .warn{background:#fff7ed;border-left:4px solid #f59e0b;padding:16px 20px;border-radius:0 8px 8px 0;margin:20px 0;color:#333;font-size:.95em}\n.lpr-guide ol.steps{list-style:none;padding:0;counter-reset:s}\n.lpr-guide ol.steps li{counter-increment:s;display:flex;gap:14px;margin-bottom:18px;align-items:flex-start}\n.lpr-guide ol.steps li::before{content:counter(s);min-width:34px;height:34px;background:#0066cc;color:#fff;border-radius:50%;display:flex;align-items:center;justify-content:center;font-weight:700;font-size:.88em;flex-shrink:0;margin-top:2px}\n.lpr-guide ol.steps li h4{margin:0 0 3px;font-size:1em;color:#0a2540}\n.lpr-guide ol.steps li p{margin:0;font-size:.92em;color:#555}\n.lpr-guide .toc{background:#f9f9f9;border:1px solid #e0e0e0;border-radius:10px;padding:20px 24px;margin-bottom:40px}\n.lpr-guide .toc h4{margin:0 0 12px;font-size:1em;color:#0a2540}\n.lpr-guide .toc ol{margin:0;padding-left:20px;color:#0066cc;font-size:.93em;line-height:2}\n.lpr-guide .cta{background:linear-gradient(135deg,#0a2540,#0066cc);color:#fff;border-radius:12px;padding:36px;text-align:center;margin:50px 0 20px}\n.lpr-guide .cta h2{color:#fff;border:none;padding:0;margin:0 0 8px;font-size:1.5em}\n.lpr-guide .cta p{color:rgba(255,255,255,.85);margin:0 0 22px}\n.lpr-guide .cta a{display:inline-block;background:#fff;color:#0066cc;font-weight:700;padding:13px 28px;border-radius:6px;text-decoration:none;margin:0 6px}\n.lpr-guide .cta a.out{background:transparent;color:#fff;border:2px solid #fff}\n.lpr-guide details{border:1px solid #e0e0e0;border-radius:8px;margin-bottom:10px}\n.lpr-guide details[open]{border-color:#0066cc}\n.lpr-guide summary{padding:14px 18px;cursor:pointer;font-weight:600;color:#0a2540;list-style:none;display:flex;justify-content:space-between}\n.lpr-guide summary::-webkit-details-marker{display:none}\n.lpr-guide summary::after{content:\"+\";color:#0066cc;font-size:1.2em}\n.lpr-guide details[open] summary::after{content:\"-\"}\n.lpr-guide .ans{padding:0 18px 14px;color:#555;line-height:1.7;font-size:.95em}\n@media(max-width:700px){.lpr-guide h2{font-size:1.25em;padding-left:10px}.lpr-guide .stat-row{grid-template-columns:repeat(2,1fr)}.lpr-guide table{display:block;overflow-x:auto;-webkit-overflow-scrolling:touch}.lpr-guide table td,.lpr-guide table th{white-space:nowrap;font-size:.88em}.lpr-guide .cta{padding:24px 16px}.lpr-guide .cta a{display:block;margin:6px auto;max-width:220px}.lpr-guide .toc{padding:14px 16px}}\n@media(max-width:480px){.lpr-guide .stat-row{grid-template-columns:1fr 1fr}.lpr-guide h2{font-size:1.15em}}<\/style>\n<div class=\"lpr-guide\">\n\n<p class=\"intro\">\u0627\u0646\u062a\u0642\u0644\u062a \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u0648\u062d\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 (LPR) \u0645\u0646 \u0633\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0631\u0637\u0629 \u0625\u0644\u0649 \u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0648\u062e\u0637\u0648\u0637 \u0627\u0644\u0646\u0642\u0644 \u0627\u0644\u0645\u062f\u0631\u0633\u064a\u0629 \u0648\u0628\u0648\u0627\u0628\u0627\u062a HOA \u0648\u0627\u0644\u0645\u062c\u0645\u0639\u0627\u062a \u0627\u0644\u0633\u0643\u0646\u064a\u0629. \u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0628\u0627\u0644\u0636\u0628\u0637 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 LPR\u060c \u0648\u0623\u064a\u0646 \u064a\u0642\u062f\u0645 \u0623\u0643\u0628\u0631 \u0642\u064a\u0645\u0629\u060c \u0648\u0645\u0627 \u0627\u0644\u0630\u064a \u064a\u062c\u0628 \u0627\u0644\u0628\u062d\u062b \u0639\u0646\u0647 \u0639\u0646\u062f \u0634\u0631\u0627\u0621 \u0646\u0638\u0627\u0645\u060c \u0648\u062a\u0643\u0644\u0641\u0629 \u0630\u0644\u0643 &#8211; \u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629.<\/p>\n\n<div class=\"toc\"><h4>\u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u064a\u0627\u062a<\/h4><ol><li>\u0645\u0627 \u0647\u0648 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u0648\u062d\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 (LPR)\u061f<\/li><li>\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u062a\u0642\u0646\u064a\u0629 LPR<\/li><li>LPR \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062d\u0633\u0628 \u0627\u0644\u0635\u0646\u0627\u0639\u0629<\/li><li>\u0643\u064a\u0641\u064a\u0629 \u0627\u062e\u062a\u064a\u0627\u0631 \u0646\u0638\u0627\u0645 LPR<\/li><li>LPR \u0627\u0644\u062f\u0642\u0629: \u0645\u0627 \u064a\u0645\u0643\u0646 \u062a\u0648\u0642\u0639\u0647<\/li><li>\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629<\/li><li>LPR \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0639\u0627\u0626\u062f \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631<\/li><li>\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u062a\u062f\u0627\u0648\u0644\u0629<\/li><\/ol><\/div>\n\n<h2>1. \u0645\u0627 \u0647\u0648 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u0648\u062d\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 (LPR)\u061f<\/h2>\n<p>\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u0648\u062d\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 (LPR) &#8211; \u064a\u064f\u0633\u0645\u0649 \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0639\u0644\u0649 \u0644\u0648\u062d\u0629 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 (ANPR) \u0623\u0648 \u0642\u0627\u0631\u0626 \u0644\u0648\u062d\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0627\u0644\u0622\u0644\u064a (ALPR) &#8211; \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u062a\u0642\u0646\u064a\u0629 \u062a\u0635\u0648\u064a\u0631 \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0642\u0631\u0623 \u0644\u0648\u062d\u0627\u062a \u062a\u0631\u062e\u064a\u0635 \u0627\u0644\u0633\u064a\u0627\u0631\u0629 \u0645\u0646 \u0644\u0642\u0637\u0627\u062a \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u060c \u0648\u062a\u0637\u0627\u0628\u0642\u0647\u0627 \u0645\u0639 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u062a\u0642\u0648\u0645 \u0628\u062a\u0634\u063a\u064a\u0644 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u0646\u0628\u064a\u0647\u0627\u062a\u060c \u0623\u0648 \u0641\u062a\u062d \u0627\u0644\u0628\u0648\u0627\u0628\u0627\u062a\u060c \u0623\u0648 \u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630.<\/p>\n<p>\u0644\u0627 \u062a\u0644\u062a\u0642\u0637 \u0623\u0646\u0638\u0645\u0629 LPR \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0631\u0642\u0645 \u0627\u0644\u0644\u0648\u062d\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u062a\u0644\u062a\u0642\u0637 \u0623\u064a\u0636\u064b\u0627 \u0637\u0631\u0627\u0632 \u0627\u0644\u0633\u064a\u0627\u0631\u0629 \u0648\u0637\u0631\u0627\u0632\u0647\u0627 \u0648\u0644\u0648\u0646\u0647\u0627 \u0648\u0627\u062a\u062c\u0627\u0647 \u0633\u0641\u0631\u0647\u0627 &#8211; \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 \u0628\u0635\u0645\u0629 \u0643\u0627\u0645\u0644\u0629 \u0644\u0644\u0645\u0631\u0643\u0628\u0629 \u0628\u0627\u0644\u0645\u0644\u0644\u064a \u062b\u0627\u0646\u064a\u0629.<\/p>\n\n<div class=\"stat-row\">\n  <div class=\"stat-box\"><div class=\"n\">$75.9B<\/div><div class=\"l\">\u0633\u0648\u0642 \u062e\u062f\u0645\u0627\u062a \u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 (2024)<\/div><div class=\"s\">\u0627\u0644\u0633\u0648\u0642 <a href=\"https:\/\/www.placa.ai\/lpr-statistics\/\">\u0628\u062d\u062b<\/a> \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u060c 2024<\/div><\/div>\n  <div class=\"stat-box\"><div class=\"n\">77.1M<\/div><div class=\"l\">\u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u064a\u0634\u0648\u0646 \u0641\u064a \u0645\u062c\u062a\u0645\u0639\u0627\u062a HOA<\/div><div class=\"s\">\u0645\u0624\u0633\u0633\u0629 CAI\u060c 2024<\/div><\/div>\n  <div class=\"stat-box\"><div class=\"n\">~20M<\/div><div class=\"l\">\u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u0633\u062d\u0628\u0647\u0627 \u0633\u0646\u0648\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629<\/div><div class=\"s\">\u0625\u062d\u0635\u0627\u0621\u0627\u062a \u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u0642\u0637\u0631\u060c 2025<\/div><\/div>\n  <div class=\"stat-box\"><div class=\"n\">95&ndash;98%<\/div><div class=\"l\">\u062f\u0642\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0644\u0648\u062d\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u062d\u062f\u064a\u062b\u0629<\/div><div class=\"s\">OpenALPR \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631\u060c 2024<\/div><\/div>\n<\/div>\n\n<h2>2. \u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u062a\u0642\u0646\u064a\u0629 LPR<\/h2>\n<p>\u064a\u062a\u0628\u0639 \u0643\u0644 \u0646\u0638\u0627\u0645 LPR &#8211; \u0628\u063a\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 &#8211; \u0646\u0641\u0633 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629:<\/p>\n<ol class=\"steps\">\n<li><div><h4>\u0627\u0644\u0632\u0646\u0627\u062f<\/h4><p>\u062a\u062f\u062e\u0644 \u0627\u0644\u0633\u064a\u0627\u0631\u0629 \u0645\u062c\u0627\u0644 \u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627. \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0643\u0634\u0641 \u0627\u0644\u062d\u0631\u0643\u0629 \u0628\u0627\u0644\u0631\u0627\u062f\u0627\u0631 \u0623\u0648 \u0627\u0644\u0623\u0634\u0639\u0629 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0631\u0627\u0621 \u0623\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062d\u0641\u064a\u0632 \u0627\u0644\u0627\u0644\u062a\u0642\u0627\u0637 \u0641\u0642\u0637 \u0639\u0646\u062f \u0648\u062c\u0648\u062f \u0645\u0631\u0643\u0628\u0629\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0642\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u062e\u0627\u0637\u0626\u0629.<\/p><\/div><\/li>\n<li><div><h4>\u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0635\u0648\u0631<\/h4><p>\u062a\u0644\u062a\u0642\u0637 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0635\u0648\u0631\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062f\u0642\u0629 \u0644\u0644\u062c\u0632\u0621 \u0627\u0644\u062e\u0644\u0641\u064a (\u0648\u0623\u062d\u064a\u0627\u0646\u064b\u0627 \u0627\u0644\u0623\u0645\u0627\u0645\u064a) \u0645\u0646 \u0627\u0644\u0633\u064a\u0627\u0631\u0629. \u062a\u0636\u0645\u0646 \u0627\u0644\u0625\u0636\u0627\u0621\u0629 \u0628\u0627\u0644\u0623\u0634\u0639\u0629 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0631\u0627\u0621 \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0641\u064a \u0627\u0644\u0644\u064a\u0644 \u0648\u0641\u064a \u0627\u0644\u0623\u062d\u0648\u0627\u0644 \u0627\u0644\u062c\u0648\u064a\u0629 \u0627\u0644\u0633\u064a\u0626\u0629.<\/p><\/div><\/li>\n<li><div><h4>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641<\/h4><p>\u064a\u0642\u0648\u0645 \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u0636\u0648\u0626\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0631\u0648\u0641 (OCR) \u0628\u0639\u0632\u0644 \u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0644\u0648\u062d\u0629\u060c \u0648\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0632\u0627\u0648\u064a\u0629 \u0648\u0627\u0644\u062a\u0634\u0648\u0647\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0631\u0642\u0645 \u0627\u0644\u0644\u0648\u062d\u0629. \u062a\u062a\u0639\u0627\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0639\u0644\u0649 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0644\u0648\u062d\u0627\u062a \u0645\u0639 \u0627\u0644\u062e\u0637\u0648\u0637 \u063a\u064a\u0631 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u0623\u0648\u0633\u0627\u062e \u0648\u0627\u0644\u0639\u0648\u0627\u0626\u0642 \u0627\u0644\u062c\u0632\u0626\u064a\u0629.<\/p><\/div><\/li>\n<li><div><h4>\u0627\u0644\u0628\u062d\u062b \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h4><p>\u064a\u062a\u0645 \u0641\u062d\u0635 \u0627\u0644\u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u0631\u062c\u0629 \u0645\u0642\u0627\u0628\u0644 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u062d\u062f\u0629 \u0623\u0648 \u0623\u0643\u062b\u0631 &#8211; \u0642\u0648\u0627\u0626\u0645 \u0627\u0644\u062a\u0635\u0627\u0631\u064a\u062d\u060c \u0623\u0648 \u0642\u0648\u0627\u0626\u0645 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629\u060c \u0623\u0648 \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u0631\u0648\u0642\u0629\u060c \u0623\u0648 \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u062e\u0627\u0644\u0641\u0627\u062a &#8211; \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0639\u0627\u062f\u0629\u064b \u0641\u064a \u063a\u0636\u0648\u0646 500 \u0645\u0644\u0644\u064a \u062b\u0627\u0646\u064a\u0629.<\/p><\/div><\/li>\n<li><div><h4>\u0627\u0644\u0639\u0645\u0644<\/h4><p>\u0648\u0627\u0633\u062a\u0646\u0627\u062f\u064b\u0627 \u0625\u0644\u0649 \u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0645\u0637\u0627\u0628\u0642\u0629\u060c \u064a\u0642\u0648\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0625\u062c\u0631\u0627\u0621: \u0641\u062a\u062d \u0628\u0648\u0627\u0628\u0629\u060c \u0623\u0648 \u0625\u0631\u0633\u0627\u0644 \u062a\u0646\u0628\u064a\u0647\u060c \u0623\u0648 \u062a\u0633\u062c\u064a\u0644 \u0627\u0646\u062a\u0647\u0627\u0643\u060c \u0623\u0648 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646 \u0627\u0644\u062a\u0646\u0641\u064a\u0630. \u064a\u062a\u0645 \u062a\u062e\u0632\u064a\u0646 \u062c\u0645\u064a\u0639 \u0627\u0644\u0623\u062d\u062f\u0627\u062b \u0641\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u0639 \u0627\u0644\u0637\u0648\u0627\u0628\u0639 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0648\u0627\u0644\u0623\u062f\u0644\u0629 \u0627\u0644\u0645\u0635\u0648\u0631\u0629.<\/p><\/div><\/li>\n<\/ol>\n\n<h2>3. LPR \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062d\u0633\u0628 \u0627\u0644\u0635\u0646\u0627\u0639\u0629<\/h2>\n\n<h3>HOA \u0648\u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0627\u0644\u0633\u0643\u0646\u064a\u0629<\/h3>\n<p>\u0645\u0639 \u0648\u062c\u0648\u062f 373,000 \u062c\u0645\u0639\u064a\u0629 \u0645\u062c\u062a\u0645\u0639\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 (CAI Foundation, 2025)\u060c \u064a\u0639\u062f \u0625\u0646\u0641\u0627\u0630 \u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0648\u062d\u064a\u062f \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0644\u0634\u0643\u0627\u0648\u0649 \u0627\u0644\u0645\u0642\u064a\u0645\u064a\u0646 &#8211; \u0627\u0644\u0642\u0636\u064a\u0629 \u0631\u0642\u0645 1 \u0627\u0644\u062a\u064a \u0623\u062b\u064a\u0631\u062a \u0641\u064a \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u0627\u062a \u0627\u0644\u0633\u0646\u0648\u064a\u0629 HOA \u0648\u0641\u0642\u064b\u0627 \u0644\u0645\u0639\u0647\u062f \u0627\u0644\u062c\u0645\u0639\u064a\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629. LPR \u064a\u0642\u0648\u0645 \u0628\u0623\u062a\u0645\u062a\u0629 \u062a\u062a\u0628\u0639 \u0627\u0644\u0636\u064a\u0648\u0641 \u0648\u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u062d \u0628\u0647\u0627 \u0648\u0627\u0644\u062a\u062d\u0642\u064a\u0642 \u0641\u064a \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0648\u0638\u0641\u064a\u0646 \u062f\u0627\u0626\u0645\u064a\u0646 \u0639\u0646\u062f \u0627\u0644\u0645\u062f\u062e\u0644.<\/p>\n\n<h3>\u0627\u0644\u0645\u062f\u0631\u0633\u0629 <a href=\"https:\/\/www.placa.ai\/school-lpr-camera-student-pickup\/\">\u0628\u064a\u0643 \u0627\u0628 \u0627\u0644\u0637\u0627\u0644\u0628<\/a> &#038; \u0625\u0642\u0627\u0644\u0629<\/h3>\n<p>\u0645\u0639 \u0648\u062c\u0648\u062f 54.1 \u0645\u0644\u064a\u0648\u0646 \u0637\u0627\u0644\u0628 \u0645\u0646 \u0627\u0644\u0631\u0648\u0636\u0629 \u0625\u0644\u0649 \u0627\u0644\u0635\u0641 \u0627\u0644\u062b\u0627\u0646\u064a \u0639\u0634\u0631 \u0641\u064a \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 (\u0645\u0643\u062a\u0628 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u060c 2024)\u060c \u064a\u0639\u062f \u0627\u0644\u0641\u0635\u0644 \u0645\u0646 \u0627\u0644\u0645\u062f\u0631\u0633\u0629 \u0625\u062d\u062f\u0649 \u0623\u0643\u062b\u0631 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0639\u0627\u0645\u0629. <a href=\"https:\/\/www.placa.ai\/license-plate-recognition-camera-guide\/\">LPR \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a<\/a> \u0645\u062b\u0644 LineCam \u0627\u0644\u062e\u0627\u0635 \u0628\u0640 PLACA.AI\u060c \u064a\u0642\u0648\u0645 \u0628\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0628\u0623\u0643\u0645\u0644\u0647\u0627 &#8211; \u0645\u0633\u062d \u0627\u0644\u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0642\u0631\u064a\u0628\u0629\u060c \u0648\u0645\u0637\u0627\u0628\u0642\u062a\u0647\u0627 \u0645\u0639 \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0637\u0644\u0627\u0628\u060c \u0648\u0648\u0636\u0639 \u0642\u0627\u0626\u0645\u0629 \u0627\u0646\u062a\u0638\u0627\u0631 \u0627\u0644\u0641\u0635\u0644 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 &#8211; \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0648\u064a\u0632\u064a\u0644 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0627\u0633\u062a\u0644\u0627\u0645 \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u062d \u0628\u0647\u0627.<\/p>\n\n<h3>\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0634\u0642\u0629 \u0648\u0627\u0644\u0628\u0648\u0627\u0628\u0629<\/h3>\n<p>\u064a\u0633\u062a\u0628\u062f\u0644 LPR \u0628\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d \u0648\u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0648\u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0628\u0625\u062f\u062e\u0627\u0644 \u062a\u0644\u0642\u0627\u0626\u064a \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0644\u0648\u062d\u0629. \u0627\u0644\u0633\u0643\u0627\u0646 \u0628\u0628\u0633\u0627\u0637\u0629 \u064a\u0642\u0648\u062f\u0648\u0646 \u0633\u064a\u0627\u0631\u0627\u062a\u0647\u0645 \u0648\u062a\u0641\u062a\u062d \u0627\u0644\u0628\u0648\u0627\u0628\u0629. \u062a\u062a\u0645 \u0625\u062f\u0627\u0631\u0629 \u0648\u0635\u0648\u0644 \u0627\u0644\u0636\u064a\u0641 \u0648\u0627\u0644\u0628\u0627\u0626\u0639\u064a\u0646 \u0639\u0628\u0631 \u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0645\u0633\u0628\u0642 \u0641\u064a \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0647\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644. \u062a\u0624\u062f\u064a \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u062d \u0628\u0647\u0627 \u0625\u0644\u0649 \u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0641\u0648\u0631\u064a\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0645\u062a\u0644\u0643\u0627\u062a.<\/p>\n\n<h3>\u0625\u0646\u0641\u0627\u0630 \u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a<\/h3>\n<p>\u062a\u062c\u0645\u0639 \u0627\u0644\u0645\u062f\u0646 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629 \u0628\u0634\u0643\u0644 \u062c\u0645\u0627\u0639\u064a \u0623\u0643\u062b\u0631 \u0645\u0646 1.4 \u0645\u0644\u064a\u0627\u0631 \u062f\u0648\u0644\u0627\u0631 \u0645\u0646 \u0625\u064a\u0631\u0627\u062f\u0627\u062a \u062a\u0630\u0627\u0643\u0631 \u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0633\u0646\u0648\u064a\u064b\u0627 \u0645\u0646 16 \u0645\u062a\u0631\u0648 \u0631\u0626\u064a\u0633\u064a \u0648\u062d\u062f\u0647 (Motor1 \/ Municipal Data, 2019). \u064a\u0633\u062a\u062e\u062f\u0645 \u0645\u062f\u064a\u0631\u0648 \u0627\u0644\u0639\u0642\u0627\u0631\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 LPR \u0644\u0641\u0631\u0636 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0635\u0627\u0631\u064a\u062d\u060c \u0648\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0646\u062a\u0647\u0627\u0643\u0627\u062a \u0627\u0644\u062d\u062f\u0648\u062f \u0627\u0644\u0632\u0645\u0646\u064a\u0629\u060c \u0648\u062a\u0648\u062b\u064a\u0642 \u0627\u0644\u062d\u0648\u0627\u062f\u062b &#8211; \u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0627\u0646\u062a\u0647\u0627\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0641\u0648\u062a\u0647\u0627 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 \u0628\u0634\u0643\u0644 \u0631\u0648\u062a\u064a\u0646\u064a. \u064a\u0624\u062f\u064a \u062a\u0637\u0628\u064a\u0642 LPR \u0627\u0644\u0646\u0634\u0637 \u0625\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0645\u062e\u0627\u0644\u0641\u0627\u062a \u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0628\u0646\u0633\u0628\u0629 60-80% \u062e\u0644\u0627\u0644 30 \u064a\u0648\u0645\u064b\u0627 \u0645\u0646 \u0627\u0644\u0646\u0634\u0631 (HOA Management Research, 2024).<\/p>\n\n<h3>\u0627\u0644\u0642\u0637\u0631 \u0648\u0625\u0646\u0641\u0627\u0630 \u0627\u0644\u0645\u0644\u0643\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629<\/h3>\n<p>\u064a\u062a\u0645 \u0633\u062d\u0628 \u0645\u0627 \u064a\u0642\u0631\u0628 \u0645\u0646 20 \u0645\u0644\u064a\u0648\u0646 \u0645\u0631\u0643\u0628\u0629 \u0633\u0646\u0648\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 (\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a \u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u0642\u0637\u0631\u060c 2025). LPR \u064a\u0642\u062f\u0645 \u0644\u0645\u0634\u063a\u0644\u064a \u0627\u0644\u0642\u0637\u0631 \u0623\u062f\u0644\u0629 \u0645\u0648\u062b\u0642\u0629 \u0648\u0645\u062e\u062a\u0648\u0645\u0629 \u0628\u0627\u0644\u0648\u0642\u062a \u0644\u0643\u0644 \u0639\u0645\u0644\u064a\u0629 \u0633\u062d\u0628 &#8211; \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0646\u0632\u0627\u0639\u0627\u062a \u0648\u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629. \u0648\u0641\u064a \u0627\u0644\u0645\u0645\u062a\u0644\u0643\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629\u060c \u064a\u0631\u0635\u062f \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0627\u0644\u0645\u062e\u0627\u0644\u0641\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u063a\u0641\u0644 \u0639\u0646\u0647\u0627 \u0627\u0644\u062f\u0648\u0631\u064a\u0627\u062a \u0627\u0644\u062f\u0648\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0627\u0633\u062a\u0631\u062f\u0627\u062f 5-10% \u0645\u0646 \u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a \u0627\u0644\u0633\u0646\u0648\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0633\u0631\u0628 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u063a\u064a\u0631 \u0627\u0644\u0645\u0643\u062a\u0634\u0641 \u0648\u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u062d \u0628\u0647\u0627 (HONK, 2024).<\/p>\n\n<h3>\u0645\u0631\u0627\u0641\u0642 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0648\u0627\u0644\u0633\u0627\u062d\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/h3>\n<p>\u064a\u0642\u0648\u0645 LPR \u0628\u062a\u0633\u062c\u064a\u0644 \u0643\u0644 \u0645\u0631\u0643\u0628\u0629 \u062a\u062f\u062e\u0644 \u0648\u062a\u062e\u0631\u062c \u0645\u0646 \u0645\u0631\u0627\u0641\u0642 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0648\u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0627\u0644\u0641\u0648\u062a\u0631\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u0627\u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0623\u0645\u0646\u064a \u0628\u062f\u0648\u0646 \u0648\u062c\u0648\u062f \u0645\u0648\u0638\u0641\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u0648\u0642\u0639.<\/p>\n\n<table>\n<thead><tr><th>\u0627\u0644\u0635\u0646\u0627\u0639\u0629<\/th><th>\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a<\/th><th>\u0627\u0644\u0641\u0627\u0626\u062f\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>HOA \/ \u0633\u0643\u0646\u064a<\/td><td>\u062a\u062a\u0628\u0639 \u0627\u0644\u0636\u064a\u0648\u0641\u060c \u0648\u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u062d \u0628\u0647\u0627<\/td><td>\u064a\u0632\u064a\u0644 \u0627\u0644\u0646\u0632\u0627\u0639\u0627\u062a \u0648\u0642\u0648\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a<\/td><\/tr>\n<tr><td>\u0627\u0644\u0645\u062f\u0627\u0631\u0633 (K-12)<\/td><td>\u0627\u0644\u0641\u0635\u0644 \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u0637\u0627\u0644\u0628<\/td><td>\u064a\u0642\u0644\u0644 \u0645\u0646 \u0639\u062f\u062f \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646\u060c \u0648\u064a\u062d\u0633\u0646 \u0627\u0644\u0633\u0644\u0627\u0645\u0629<\/td><\/tr>\n<tr><td>\u0634\u0642\u0642 \/ \u0628\u0648\u0627\u0628\u0627\u062a<\/td><td>\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0642\u064a\u0645\u064a\u0646\u060c \u0648\u0625\u062f\u0627\u0631\u0629 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href=\"https:\/\/www.placa.ai\/guardcam-hoa-license-plate-camera\/\">GuardCam<\/a>\u0648GateCam \u0648LineCam \u064a\u062a\u0645 \u062a\u062b\u0628\u064a\u062a\u0647\u0627 \u0628\u062f\u0648\u0646 \u0623\u0633\u0644\u0627\u0643 \u0641\u064a \u0623\u064a \u0645\u0643\u0627\u0646 \u0641\u064a \u0623\u0642\u0644 \u0645\u0646 \u0633\u0627\u0639\u0629\u060c \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a.<\/p>\n\n<h3>\u0645\u0644\u0643\u064a\u0629 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0645\u0642\u0627\u0628\u0644 \u0642\u0641\u0644 \u0627\u0644\u0627\u0634\u062a\u0631\u0627\u0643<\/h3>\n<p>\u064a\u062a\u0642\u0627\u0636\u0649 \u0628\u0639\u0636 \u0627\u0644\u0628\u0627\u0626\u0639\u064a\u0646 (Flock Safety\u060c \u0648Rekor Scout) \u0631\u0633\u0648\u0645 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LPR \u0627\u0644\u062f\u0642\u0629: \u0645\u0627 \u064a\u0645\u0643\u0646 \u062a\u0648\u0642\u0639\u0647<\/h2>\n<p>\u062a\u062d\u0642\u0642 \u0623\u0646\u0638\u0645\u0629 LPR \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u062f\u0642\u0629 \u0628\u0646\u0633\u0628\u0629 95-98% \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639\u0629 \u0644\u0644\u0631\u0642\u0627\u0628\u0629 (OpenALPR\u060c 2024). \u062a\u0639\u062a\u0645\u062f \u0627\u0644\u062f\u0642\u0629 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0639\u0644\u0649:<\/p>\n<ul>\n<li><strong>\u0648\u0636\u0639 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627:<\/strong> \u064a\u0646\u0628\u063a\u064a \u062a\u0631\u0643\u064a\u0628 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0628\u0632\u0627\u0648\u064a\u0629 \u0633\u0637\u062d\u064a\u0629 (15-30 \u062f\u0631\u062c\u0629) 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\u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u062a\u0642\u064a\u062f \u0628\u0639\u0636 \u0627\u0644\u062f\u0648\u0644 \u0645\u062f\u0629 \u062a\u062e\u0632\u064a\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0644\u0648\u062d\u0629. \u062a\u062d\u062a\u0641\u0638 \u0645\u0639\u0638\u0645 \u0639\u0645\u0644\u064a\u0627\u062a \u0646\u0634\u0631 \u0627\u0644\u0645\u0644\u0643\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0645\u062f\u0629 \u062a\u062a\u0631\u0627\u0648\u062d \u0645\u0646 7 \u0625\u0644\u0649 90 \u064a\u0648\u0645\u064b\u0627.<\/li>\n<li><strong>\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0625\u0634\u0639\u0627\u0631:<\/strong> \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0642\u0636\u0627\u0626\u064a\u0629 \u0648\u062c\u0648\u062f \u0644\u0627\u0641\u062a\u0627\u062a \u0645\u0631\u0626\u064a\u0629 \u0644\u0625\u0639\u0644\u0627\u0645 \u0627\u0644\u0633\u0627\u0626\u0642\u064a\u0646 \u0628\u0623\u0646 LPR \u0642\u064a\u062f \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u0627\u0644\u0639\u0642\u0627\u0631.<\/li>\n<li><strong>\u0625\u0646\u0641\u0627\u0630 \u0627\u0644\u0647\u062c\u0631\u0629:<\/strong> PLACA.AI \u064a\u062d\u0638\u0631 \u0635\u0631\u0627\u062d\u0629\u064b \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646\u0635\u062a\u0647 \u0644\u0625\u0646\u0641\u0627\u0630 \u0642\u0648\u0627\u0646\u064a\u0646 \u0627\u0644\u0647\u062c\u0631\u0629\u060c \u0628\u0645\u0627 \u064a\u062a\u0645\u0627\u0634\u0649 \u0645\u0639 \u0623\u0641\u0636\u0644 \u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u062d\u0642\u0648\u0642 \u0627\u0644\u0645\u062f\u0646\u064a\u0629.<\/li>\n<li><strong>\u0627\u0644\u0644\u0627\u0626\u062d\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\/\u0642\u0627\u0646\u0648\u0646 \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643 \u0641\u064a \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627:<\/strong> \u0625\u0630\u0627 \u0643\u0627\u0646 \u0645\u062c\u062a\u0645\u0639\u0643 \u064a\u0636\u0645 \u0633\u0643\u0627\u0646 \u0643\u0627\u0644\u064a\u0641\u0648\u0631\u0646\u064a\u0627 \u0623\u0648 \u0645\u0648\u0627\u0637\u0646\u064a \u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a\u060c \u0641\u0627\u0633\u062a\u0634\u0631 \u0627\u0644\u0645\u0633\u062a\u0634\u0627\u0631 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a \u0628\u0634\u0623\u0646 \u0627\u0644\u062a\u0632\u0627\u0645\u0627\u062a \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u0645\u0648\u0644 \u0628\u0647\u0627.<\/li>\n<\/ul>\n\n<h2>7. LPR \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0639\u0627\u0626\u062f \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631<\/h2>\n<p>\u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u062a\u062f\u0641\u0639 \u0639\u0645\u0644\u064a\u0627\u062a \u0646\u0634\u0631 LPR \u062a\u0643\u0627\u0644\u064a\u0641\u0647\u0627 \u0641\u064a \u063a\u0636\u0648\u0646 3 \u0625\u0644\u0649 12 \u0634\u0647\u0631\u064b\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0632\u064a\u062c \u0645\u0646 \u0627\u0644\u0645\u062f\u062e\u0631\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0648\u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0631\u062f\u0629:<\/p>\n\n<table>\n<thead><tr><th>\u0633\u0627\u0626\u0642 \u0627\u0644\u0642\u064a\u0645\u0629<\/th><th>\u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u062a\u062e\u0641\u064a\u0636 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 (\u0627\u0644\u0625\u0646\u0641\u0627\u0630\/\u0627\u0644\u0641\u0635\u0644)<\/td><td>\u0645\u0637\u0644\u0648\u0628 \u0639\u062f\u062f \u0623\u0642\u0644 \u0645\u0646 1 \u0625\u0644\u0649 3 \u0645\u0648\u0638\u0641\u064a\u0646 \u0628\u062f\u0648\u0627\u0645 \u0643\u0627\u0645\u0644 \u0641\u064a \u0633\u0627\u0639\u0627\u062a \u0627\u0644\u0630\u0631\u0648\u0629<\/td><\/tr>\n<tr><td>\u0625\u064a\u0631\u0627\u062f\u0627\u062a \u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0631\u062f\u0629 (\u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644\u060c \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u062d \u0628\u0647)<\/td><td>5-10% \u0645\u0646 \u0625\u064a\u0631\u0627\u062f\u0627\u062a \u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0633\u0646\u0648\u064a\u0629 (HONK\u060c 2024)<\/td><\/tr>\n<tr><td>\u0627\u0644\u062d\u062f \u0645\u0646 \u0627\u0644\u0645\u062e\u0627\u0644\u0641\u0627\u062a<\/td><td>\u062d\u0648\u0627\u062f\u062b \u0623\u0642\u0644 \u0628\u0646\u0633\u0628\u0629 60-80% \u062e\u0644\u0627\u0644 30 \u064a\u0648\u0645\u064b\u0627 (HOA Management Research, 2024)<\/td><\/tr>\n<tr><td>\u062a\u062c\u0646\u0628 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0646\u0632\u0627\u0639 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a<\/td><td>15,000 &#8211; 25,000 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0644\u0643\u0644 \u0646\u0632\u0627\u0639 \u062a\u0645 \u062a\u062c\u0646\u0628\u0647 (HOA \u0627\u0644\u0625\u062f\u0627\u0631\u0629\u060c 2024)<\/td><\/tr>\n<tr><td>\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0637\u0631\u062f \u0645\u0646 \u0627\u0644\u0645\u062f\u0631\u0633\u0629<\/td><td>\u064a\u0642\u0644\u0644 \u0645\u0646 2-3 \u0645\u0648\u0638\u0641\u064a\u0646 \u0625\u0644\u0649 \u0645\u0648\u0638\u0641 \u0648\u0627\u062d\u062f \u062e\u0644\u0627\u0644 \u0641\u062a\u0631\u0629 \u0627\u0644\u0630\u0631\u0648\u0629 \u0644\u0644\u0627\u0644\u062a\u0642\u0627\u0637<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n<div class=\"callout\"><strong>\u0645\u062b\u0627\u0644 \u0644\u062d\u0633\u0627\u0628 \u0639\u0627\u0626\u062f \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 (HOA\u060c 200 \u0648\u062d\u062f\u0629):<\/strong><br>PLACA.AI \u0627\u0644\u062e\u0637\u0629 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629: 99 \u062f\u0648\u0644\u0627\u0631\u064b\u0627 \u0623\u0645\u0631\u064a\u0643\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0634\u0647\u0631 + 2 GuardCams: 1,798 \u062f\u0648\u0644\u0627\u0631\u064b\u0627 \u0623\u0645\u0631\u064a\u0643\u064a\u064b\u0627 \u0644\u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 = 2,986 \u062f\u0648\u0644\u0627\u0631\u064b\u0627 \u0623\u0645\u0631\u064a\u0643\u064a\u064b\u0627 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0633\u0646\u0629 \u0627\u0644\u0623\u0648\u0644\u0649.<br>\u062a\u0645 \u062a\u062c\u0646\u0628 \u0646\u0632\u0627\u0639 \u0642\u0627\u0646\u0648\u0646\u064a \u0648\u0627\u062d\u062f: \u062a\u0645 \u062a\u0648\u0641\u064a\u0631 \u0623\u0643\u062b\u0631 \u0645\u0646 15000 \u062f\u0648\u0644\u0627\u0631. \u0633\u0646\u0629 \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0625\u064a\u0631\u0627\u062f\u0627\u062a \u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0631\u062f\u0629 \u0639\u0646\u062f \u062a\u0633\u0631\u0628 \u0628\u0646\u0633\u0628\u0629 5\u066a \u0639\u0644\u0649 \u062a\u0635\u0627\u0631\u064a\u062d \u0633\u0646\u0648\u064a\u0629 \u0628\u0642\u064a\u0645\u0629 50000 \u062f\u0648\u0644\u0627\u0631: 2500 \u062f\u0648\u0644\u0627\u0631.<br><strong>\u0627\u0644\u062a\u0639\u0627\u062f\u0644: \u062e\u0644\u0627\u0644 \u0627\u0644\u0634\u0647\u0631 \u0627\u0644\u0623\u0648\u0644 \u0645\u0646 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0646\u0634\u0637.<\/strong><\/div>\n\n<h2>8. \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u062a\u062f\u0627\u0648\u0644\u0629<\/h2>\n\n<details><summary>\u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 LPR \u0648ALPR \u0648ANPR\u061f<\/summary><div class=\"ans\"><p>\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0627\u0644\u062b\u0644\u0627\u062b\u0629 \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627. LPR (\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u0648\u062d\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635) \u0647\u0648 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0641\u064a \u0623\u0645\u0631\u064a\u0643\u0627 \u0627\u0644\u0634\u0645\u0627\u0644\u064a\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629. \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 ALPR (\u0642\u0627\u0631\u0626 \u0644\u0648\u062d\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0627\u0644\u0622\u0644\u064a) \u0639\u0627\u062f\u0629\u064b \u0641\u064a \u0633\u064a\u0627\u0642\u0627\u062a \u0625\u0646\u0641\u0627\u0630 \u0627\u0644\u0642\u0627\u0646\u0648\u0646. ANPR (\u0627\u0644\u062a\u0639\u0631\u0641 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0639\u0644\u0649 \u0644\u0648\u062d\u0629 \u0627\u0644\u0623\u0631\u0642\u0627\u0645) \u0647\u0648 \u0627\u0644\u0645\u0635\u0637\u0644\u062d \u0627\u0644\u0642\u064a\u0627\u0633\u064a \u0641\u064a \u0627\u0644\u0645\u0645\u0644\u0643\u0629 \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0648\u0623\u0648\u0631\u0648\u0628\u0627. \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u062a\u0637\u0627\u0628\u0642\u0629.<\/p><\/div><\/details>\n\n<details><summary>\u0647\u0644 \u064a\u0639\u0645\u0644 LPR \u0641\u064a \u0627\u0644\u0644\u064a\u0644 \u0648\u0641\u064a \u0627\u0644\u0623\u062d\u0648\u0627\u0644 \u0627\u0644\u062c\u0648\u064a\u0629 \u0627\u0644\u0633\u064a\u0626\u0629\u061f<\/summary><div class=\"ans\"><p>\u0646\u0639\u0645\u060c \u0628\u0634\u0631\u0637 \u0623\u0646 \u062a\u0634\u062a\u0645\u0644 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0639\u0644\u0649 \u0625\u0636\u0627\u0621\u0629 \u0628\u0627\u0644\u0623\u0634\u0639\u0629 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0631\u0627\u0621 (IR). \u062a\u0633\u062a\u062e\u062f\u0645 \u0643\u0627\u0645\u064a\u0631\u0627\u062a PLACA.AI \u0645\u0635\u0627\u0628\u064a\u062d LED \u0645\u062f\u0645\u062c\u0629 \u062a\u0639\u0645\u0644 \u0628\u0627\u0644\u0623\u0634\u0639\u0629 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0631\u0627\u0621 \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0633\u062a\u0634\u0639\u0627\u0631 \u0630\u0627\u062a \u0646\u0637\u0627\u0642 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a \u0648\u0627\u0633\u0639 (WDR) \u062a\u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u062f\u0642\u0629 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0641\u064a \u0627\u0644\u0638\u0644\u0627\u0645 \u0627\u0644\u062f\u0627\u0645\u0633 \u0648\u0627\u0644\u0645\u0637\u0631 \u0648\u0627\u0644\u0636\u0628\u0627\u0628 \u0648\u0623\u0634\u0639\u0629 \u0627\u0644\u0634\u0645\u0633 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629.<\/p><\/div><\/details>\n\n<details><summary>\u0647\u0644 \u062a\u0633\u062a\u0637\u064a\u0639 \u0643\u0627\u0645\u064a\u0631\u0627\u062a LPR \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0644\u0648\u062d\u0627\u062a \u0645\u0646 \u0648\u0644\u0627\u064a\u0627\u062a \u0623\u0645\u0631\u064a\u0643\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629\u061f<\/summary><div class=\"ans\"><p>\u0646\u0639\u0645. \u062a\u0645 \u062a\u062f\u0631\u064a\u0628 PLACA.AI \u0639\u0644\u0649 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0645\u0646 \u062c\u0645\u064a\u0639 \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629 \u0627\u0644\u062e\u0645\u0633\u064a\u0646 \u0648\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0628\u0644\u062f\u0627\u0646\u060c \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0641\u064a \u0627\u0644\u062e\u0637\u0648\u0637 \u0648\u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0648\u0627\u0644\u0644\u0648\u062d\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0639\u0633\u0643\u0631\u064a\u0629\u060c \u0648\u0623\u0644\u0648\u0627\u062d \u0627\u0644\u0645\u0639\u0627\u0642\u064a\u0646\u060c \u0648\u0627\u0644\u0644\u0648\u062d\u0627\u062a \u0627\u0644\u062a\u062c\u0645\u064a\u0644\u064a\u0629.<\/p><\/div><\/details>\n\n<details><summary>\u0643\u0645 \u0639\u062f\u062f \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u0623\u062d\u062a\u0627\u062c\u0647\u0627\u061f<\/summary><div class=\"ans\"><p>\u0642\u0627\u0639\u062f\u0629 \u0639\u0627\u0645\u0629: \u0643\u0627\u0645\u064a\u0631\u0627 \u0648\u0627\u062d\u062f\u0629 \u0644\u0643\u0644 \u0646\u0642\u0637\u0629 \u0648\u0635\u0648\u0644 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0643\u0627\u0645\u064a\u0631\u0627 \u0648\u0627\u062d\u062f\u0629 \u0644\u0643\u0644 50 \u0648\u062d\u062f\u0629 \u0623\u0648 \u0623\u0645\u0627\u0643\u0646 \u0644\u0648\u0642\u0648\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0644\u0644\u0645\u0631\u0627\u0642\u0628\u0629. \u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u062a\u062d\u062a\u0627\u062c HOA \u0627\u0644\u0645\u0643\u0648\u0646\u0629 \u0645\u0646 100 \u0648\u062d\u062f\u0629 \u0628\u0645\u062f\u062e\u0644 \u0648\u0627\u062d\u062f \u0648\u0645\u062e\u0631\u062c \u0648\u0627\u062d\u062f \u0625\u0644\u0649 2-4 \u0643\u0627\u0645\u064a\u0631\u0627\u062a. \u062a\u062a\u0636\u0645\u0646 \u062e\u0637\u0637 PLACA.AI \u0639\u062f\u062f\u064b\u0627 \u063a\u064a\u0631 \u0645\u062d\u062f\u0648\u062f \u0645\u0646 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a\u060c \u062d\u062a\u0649 \u062a\u062a\u0645\u0643\u0646 \u0645\u0646 \u0627\u0644\u062a\u0648\u0633\u0639 \u062f\u0648\u0646 \u062a\u063a\u064a\u064a\u0631 \u0627\u0634\u062a\u0631\u0627\u0643\u0643.<\/p><\/div><\/details>\n\n<details><summary>\u0647\u0644 \u064a\u062a\u0637\u0644\u0628 PLACA.AI \u0643\u0627\u0645\u064a\u0631\u0627\u062a LPR \u0645\u062a\u062e\u0635\u0635\u0629\u061f<\/summary><div class=\"ans\"><p>\u0631\u0642\u0645 PLACA.AI \u064a\u0639\u0645\u0644 \u0645\u0639 \u0623\u064a \u0643\u0627\u0645\u064a\u0631\u0627 IP \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 RTSP \u0623\u0648 ONVIF \u0628\u062f\u0642\u0629 720 \u0628\u0643\u0633\u0644 \u0623\u0648 \u0623\u0639\u0644\u0649. \u064a\u0645\u0643\u0646\u0643 \u062a\u0648\u0635\u064a\u0644 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0641\u0648\u0631. \u062a\u0642\u062f\u0645 PLACA.AI \u0623\u064a\u0636\u064b\u0627 \u0643\u0627\u0645\u064a\u0631\u0627\u062a GuardCam \u0648GateCam \u0648LineCam \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0647\u0630\u0627 \u0627\u0644\u063a\u0631\u0636 \u0648\u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u0634\u0645\u0633\u064a\u0629 \u06484G LTE \u0648\u062e\u0627\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u0623\u0633\u0644\u0627\u0643 \u0644\u062a\u062d\u0642\u064a\u0642 \u0623\u0642\u0635\u0649 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0645\u0631\u0648\u0646\u0629.<\/p><\/div><\/details>\n\n<details><summary>\u0645\u0627\u0630\u0627 \u064a\u062d\u062f\u062b \u0644\u0628\u064a\u0627\u0646\u0627\u062a\u064a \u0625\u0630\u0627 \u0642\u0645\u062a \u0628\u0625\u0644\u063a\u0627\u0621 PLACA.AI\u061f<\/summary><div class=\"ans\"><p>\u064a\u062a\u0645 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0633\u0627\u0628\u0643 \u0644\u0645\u062f\u0629 30 \u064a\u0648\u0645\u064b\u0627 \u0628\u0639\u062f \u0627\u0644\u0625\u0644\u063a\u0627\u0621\u060c \u0648\u064a\u0645\u0643\u0646\u0643 \u062e\u0644\u0627\u0644\u0647\u0627 \u062a\u0635\u062f\u064a\u0631 \u062c\u0645\u064a\u0639 \u0627\u0644\u0633\u062c\u0644\u0627\u062a. \u0648\u0628\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0641\u062a\u0631\u0629\u060c \u064a\u062a\u0645 \u062d\u0630\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0646\u0647\u0627\u0626\u064a\u064b\u0627. PLACA.AI \u0644\u0627 \u062a\u0642\u0648\u0645 \u0628\u0628\u064a\u0639 \u0623\u0648 \u0645\u0634\u0627\u0631\u0643\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0633\u064a\u0627\u0631\u062a\u0643 \u0645\u0639 \u0623\u0637\u0631\u0627\u0641 \u062b\u0627\u0644\u062b\u0629.<\/p><\/div><\/details>\n\n<div class=\"cta\">\n<h2>\u0647\u0644 \u0623\u0646\u062a \u0645\u0633\u062a\u0639\u062f \u0644\u0646\u0634\u0631 \u062a\u0642\u0646\u064a\u0629 LPR\u061f<\/h2>\n<p>\u064a\u0642\u062f\u0645 PLACA.AI \u0646\u0633\u062e\u0629 \u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0628\u0643\u0627\u0645\u064a\u0631\u0627 \u0648\u0627\u062d\u062f\u0629\u060c \u0648\u0639\u062f\u062f \u063a\u064a\u0631 \u0645\u062d\u062f\u0648\u062f \u0645\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0636\u0648\u0626\u064a \u0644\u0644\u0648\u062d\u0627\u062a\u060c \u0648\u0644\u0627 \u064a\u0644\u0632\u0645 \u0648\u062c\u0648\u062f \u0628\u0637\u0627\u0642\u0629 \u0627\u0626\u062a\u0645\u0627\u0646.<\/p>\n<a href=\"\/demo-form\">\u0627\u0628\u062f\u0623 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629<\/a>\n<a class=\"out\" href=\"\/full-pricing\">\u0639\u0631\u0636 \u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/a>\n<\/div>\n\n<\/div>\n\n\n<style>.comp-bar{background:#f4f8ff;border:1px solid #c5d8f0;border-radius:10px;padding:18px 24px;margin:24px 0;display:flex;align-items:center;justify-content:space-between;flex-wrap:wrap;gap:12px}.comp-bar p{margin:0;color:#444;font-size:.95em}.comp-bar a{background:#0066cc;color:#fff;padding:9px 18px;border-radius:6px;text-decoration:none;font-weight:700;white-space:nowrap;font-size:.9em}@media(max-width:700px){.lpr-guide h2{font-size:1.25em;padding-left:10px}.lpr-guide .stat-row{grid-template-columns:repeat(2,1fr)}.lpr-guide table{display:block;overflow-x:auto;-webkit-overflow-scrolling:touch}.lpr-guide table td,.lpr-guide table th{white-space:nowrap;font-size:.88em}.lpr-guide .cta{padding:24px 16px}.lpr-guide .cta a{display:block;margin:6px auto;max-width:220px}.lpr-guide .toc{padding:14px 16px}}\n@media(max-width:480px){.lpr-guide .stat-row{grid-template-columns:1fr 1fr}.lpr-guide h2{font-size:1.15em}}<\/style>\n<div class=\"comp-bar\"><p>\u0634\u0627\u0647\u062f \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0644\u0643\u0644 \u0645\u064a\u0632\u0629 \u0639\u0644\u0649 \u062d\u062f\u0629 <a href=\"https:\/\/www.placa.ai\/lpr-comparison\/\">PLACA.AI \u0645\u0642\u0627\u0628\u0644 \u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0642\u0637\u064a\u0639<\/a>\u0648PikMyKid \u0648Verkada \u0648Rekor Scout \u0648\u0627\u0644\u0645\u0632\u064a\u062f.<\/p><a href=\"\/lpr-comparison\">\u0639\u0631\u0636 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629<\/a><\/div>\n\n\n<!-- placa-blog-contact-cta:start -->\n<style>\n.placa-blog-contact-cta{margin:42px 0 0;padding:28px 24px;border:1px solid #dfe7f0;border-radius:8px;background:#f6f9fc;box-shadow:0 10px 28px rgba(16,32,51,.08)}\n.placa-blog-contact-cta__eyebrow{margin:0 0 8px;color:#0f6a8b;font-size:13px;font-weight:800;letter-spacing:.04em;text-transform:uppercase}\n.placa-blog-contact-cta h2{margin:0 0 10px;color:#102033;font-size:28px;line-height:1.2}\n.placa-blog-contact-cta p{margin:0 0 18px;color:#405064;font-size:17px;line-height:1.65}\n.placa-blog-contact-cta__button{display:inline-flex;align-items:center;justify-content:center;min-height:46px;padding:11px 18px;border-radius:6px;background:#0f6a8b;color:#fff!important;text-decoration:none;font-weight:800;border:1px solid #0f6a8b}\n.placa-blog-contact-cta__button:hover{background:#102033;border-color:#102033;color:#fff!important}\n@media(max-width:760px){.placa-blog-contact-cta{padding:22px 18px}.placa-blog-contact-cta h2{font-size:24px}}\n<\/style>\n<section class=\"placa-blog-contact-cta\" aria-labelledby=\"placa-blog-contact-title\">\n  <p class=\"placa-blog-contact-cta__eyebrow\">\u062a\u062d\u062f\u062b \u0625\u0644\u0649 PLACA.AI<\/p>\n  <h2 id=\"placa-blog-contact-title\">\u0647\u0644 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0627\u062e\u062a\u064a\u0627\u0631 \u0633\u064a\u0631 \u0639\u0645\u0644 LPR \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u061f<\/h2>\n  <p>\u0623\u0631\u0633\u0644 \u0633\u0624\u0627\u0644\u0643 \u0639\u0646 \u0627\u0644\u0645\u0645\u062a\u0644\u0643\u0627\u062a \u0623\u0648 \u0645\u0648\u0627\u0642\u0641 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0623\u0648 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u062a\u0635\u0627\u0644 PLACA.AI. \u064a\u0645\u0643\u0646 \u0644\u0644\u062f\u0643\u062a\u0648\u0631 \u0635\u0647\u064a\u0628 \u0644\u0628\u0627\u0628\u064a\u062f\u064a \u0648\u0627\u0644\u0641\u0631\u064a\u0642 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0631\u0633\u0645 \u062e\u0631\u064a\u0637\u0629 \u0644\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0648\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0648\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0635\u062d\u064a\u062d\u0629.<\/p>\n  <a class=\"placa-blog-contact-cta__button\" href=\"https:\/\/www.placa.ai\/contact-information\/\">\u0641\u062a\u062d \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u062a\u0635\u0627\u0644<\/a>\n<\/section>\n<!-- placa-blog-contact-cta:end -->\n","protected":false},"excerpt":{"rendered":"<p>\u0625\u062c\u0627\u0628\u0629 \u0633\u0631\u064a\u0639\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u0648\u062d\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 (LPR) \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u062a\u0642\u0646\u064a\u0629 \u0643\u0627\u0645\u064a\u0631\u0627 \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0642\u0631\u0623 \u0644\u0648\u062d\u0627\u062a \u062a\u0631\u062e\u064a\u0635 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a\u060c \u0648\u062a\u0637\u0627\u0628\u0642\u0647\u0627 \u0645\u0639 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u062a\u0637\u0644\u0642 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u0629 &#8211; 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