{"id":1013010,"date":"2024-11-04T20:38:02","date_gmt":"2024-11-04T20:38:02","guid":{"rendered":"https:\/\/beta-new.inhand.com\/?p=6779"},"modified":"2026-05-28T05:42:50","modified_gmt":"2026-05-28T05:42:50","slug":"what-is-edge-ai","status":"publish","type":"post","link":"https:\/\/www.inhand.com\/ar\/support\/blogs\/what-is-edge-ai","title":{"rendered":"\u0645\u0627 \u0647\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629\u061f"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"1013010\" class=\"elementor elementor-1013010\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f5deb9f e-con-full anli_box e-flex e-con e-parent\" data-id=\"f5deb9f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6c1a9e e-con-full anli_box_l e-flex e-con e-child\" data-id=\"6c1a9e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-34437fe7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"34437fe7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0645\u0627 \u0647\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629\u061f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3775149e e-con-full e-flex e-con e-child\" data-id=\"3775149e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10a10b91 elementor-widget elementor-widget-heading\" data-id=\"10a10b91\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div 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elementor-widget-heading\" data-id=\"257fbef5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0645\u0639 \u0627\u0644\u0646\u0645\u0648 \u0627\u0644\u0633\u0631\u064a\u0639 \u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0627\u0632\u062f\u0627\u062f \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0639\u0642\u064a\u062f\u0627\u062a\u0647\u0627 \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638. \u064a\u0648\u0641\u0631 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0632\u0627\u064a\u0627\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0642\u0644\u064a\u0644 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u060c \u0648\u062a\u0639\u0632\u064a\u0632 \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0643\u0641\u0627\u0621\u0629.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0aee5c7 elementor-widget elementor-widget-image\" data-id=\"0aee5c7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"200\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/what-is-edge-ai_title.png\" class=\"attachment-large size-large wp-image-960141\" alt=\"\u0631\u0633\u0645 \u062a\u0648\u0636\u064a\u062d\u064a \u0644\u062a\u0642\u0646\u064a\u0629 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sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16ae73a elementor-widget elementor-widget-text-editor\" data-id=\"16ae73a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0645\u0639 \u0627\u0644\u0646\u0645\u0648 \u0627\u0644\u0633\u0631\u064a\u0639 \u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0627\u0632\u062f\u0627\u062f \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0639\u0642\u064a\u062f\u0627\u062a\u0647\u0627 \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638. \u0648\u062a\u0648\u0627\u062c\u0647 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0642\u064a\u0648\u062f\u064b\u0627 \u0645\u062b\u0644 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u060c \u0648\u0645\u062d\u062f\u0648\u062f\u064a\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a\u060c \u0648\u0645\u062e\u0627\u0648\u0641 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0623\u0645\u0631\u064b\u0627 \u0635\u0639\u0628\u064b\u0627. <strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0631\u0641\u064a<\/strong>\u062a\u064f\u0633\u0627\u0639\u062f \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629\u060c \u0627\u0644\u062a\u064a \u062a\u064f\u062a\u064a\u062d \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629\u060c \u0641\u064a \u062d\u0644\u0651 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a. \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u062f\u0648\u0646\u0629\u060c \u0633\u0646\u0633\u062a\u0643\u0634\u0641 \u0645\u0627\u0647\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 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width=\"1200\" height=\"708\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai.png\" class=\"attachment-large size-large wp-image-960138\" alt=\"\u0631\u0633\u0645 \u062a\u0648\u0636\u064a\u062d\u064a \u064a\u064f\u0638\u0647\u0631 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0631\u0641\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u0644\u064a\u064b\u0627 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u0629.\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai.png 1200w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai-300x177.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai-768x453.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai-18x12.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai-600x354.png 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f14c76 elementor-widget elementor-widget-heading\" data-id=\"7f14c76\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d740820 elementor-widget elementor-widget-text-editor\" data-id=\"d740820\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u062a\u0639\u062a\u0645\u062f \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629 \u0639\u0644\u0649 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u062c\u0639\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0641\u0639\u0627\u0644\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u0629. \u0625\u0644\u064a\u0643\u0645 \u0646\u0638\u0631\u0629 \u0639\u0644\u0649 \u0628\u0639\u0636 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3944b3 elementor-widget elementor-widget-heading\" data-id=\"a3944b3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">1. \u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9afad1c elementor-widget elementor-widget-text-editor\" data-id=\"9afad1c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629 \u0642\u0648\u0629 \u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u064a \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u062a\u0645 \u062a\u062d\u0642\u064a\u0642\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0643\u0648\u0646\u0627\u062a \u0623\u062c\u0647\u0632\u0629 \u0645\u062a\u062e\u0635\u0635\u0629 \u0645\u0635\u0645\u0645\u0629 \u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/p><ul><li><strong>\u0627\u0644\u062f\u0648\u0627\u0626\u0631 \u0627\u0644\u0645\u062a\u0643\u0627\u0645\u0644\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (ASICs)<\/strong>\u0635\u064f\u0645\u0645\u062a \u0627\u0644\u062f\u0648\u0627\u0626\u0631 \u0627\u0644\u0645\u062a\u0643\u0627\u0645\u0644\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (ASICs) \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u062a\u0648\u0641\u0631 \u0623\u062f\u0627\u0621\u064b \u0639\u0627\u0644\u064a\u064b\u0627 \u0645\u0639 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0637\u0627\u0642\u0629 \u0623\u0642\u0644.<\/li><li><strong>\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs)<\/strong>\u062a\u0634\u062a\u0647\u0631 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0628\u0642\u062f\u0631\u062a\u0647\u0627 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0644\u062a\u0648\u0627\u0632\u064a\u060c \u0648\u0647\u064a \u0645\u0646\u0627\u0633\u0628\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u0647\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629.<\/li><li><strong>\u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0627\u0644\u0628\u0648\u0627\u0628\u0627\u062a \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629 (FPGAs)<\/strong>\u062a\u062a\u0645\u064a\u0632 \u0648\u062d\u062f\u0627\u062a FPGA \u0628\u0642\u062f\u0631\u0629 \u0639\u0627\u0644\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u064a\u0641\u060c \u0648\u064a\u0645\u0643\u0646 \u062a\u062e\u0635\u064a\u0635\u0647\u0627 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0630\u0627\u062a \u0642\u064a\u0645\u0629 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0631\u0641\u064a\u0629.<\/li><li><strong>\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (NPUs)<\/strong>\u0635\u064f\u0645\u0645\u062a \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (NPUs) \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0648\u0647\u064a \u062a\u062a\u0645\u064a\u0632 \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a\u0629.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1d33bc elementor-widget elementor-widget-heading\" data-id=\"a1d33bc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">2. \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0636\u063a\u0637\u0647<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3485c56 elementor-widget elementor-widget-text-editor\" data-id=\"3485c56\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u062a\u062a\u0645\u062a\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0628\u0642\u062f\u0631\u0629 \u062a\u062e\u0632\u064a\u0646 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u062d\u062f\u0648\u062f\u0629\u060c \u0644\u0630\u0627 \u064a\u062c\u0628 \u062a\u062d\u0633\u064a\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0643\u064a \u062a\u0639\u0645\u0644 \u0628\u0633\u0644\u0627\u0633\u0629:<\/p><ul><li><strong>\u0627\u0644\u062a\u0643\u0645\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a<\/strong>: \u064a\u062d\u0648\u0644 \u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0623\u0635\u063a\u0631 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u062d\u0633\u0627\u0628\u064a.<\/li><li><strong>\u062a\u0642\u0644\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/strong>: \u064a\u0632\u064a\u0644 \u0627\u0644\u0631\u0648\u0627\u0628\u0637 \u063a\u064a\u0631 \u0627\u0644\u0645\u0647\u0645\u0629 \u0641\u064a \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u062d\u062c\u0645\u0647\u0627 \u062f\u0648\u0646 \u0627\u0644\u062a\u0636\u062d\u064a\u0629 \u0628\u0627\u0644\u062f\u0642\u0629.<\/li><li><strong>\u062a\u0642\u0637\u064a\u0631 \u0627\u0644\u0645\u0639\u0631\u0641\u0629<\/strong>\u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0648\u0630\u062c \u0623\u0635\u063a\u0631 \u0644\u062a\u0643\u0631\u0627\u0631 \u0645\u062e\u0631\u062c\u0627\u062a \u0646\u0645\u0648\u0630\u062c \u0623\u0643\u0628\u0631\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0629.<\/li><li><strong>\u062a\u0632\u0627\u064a\u062f \u0639\u062f\u062f \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/strong>: \u064a\u0642\u0644\u0644 \u0645\u0646 \u0639\u062f\u062f \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e1aeed elementor-widget elementor-widget-heading\" data-id=\"3e1aeed\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">3. \u0628\u0646\u064a\u0629 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5659f28 elementor-widget elementor-widget-text-editor\" data-id=\"5659f28\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u062a\u062a\u0637\u0644\u0628 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632 \u0646\u0641\u0633\u0647 \u0628\u0646\u064a\u0629 \u0645\u062d\u062f\u062f\u0629 \u0645\u0635\u0645\u0645\u0629 \u0644\u0644\u0623\u062f\u0627\u0621 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a:<\/p><ul><li><strong>\u0628\u0646\u064a\u0629 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0627\u0644\u0645\u0648\u0632\u0639\u0629<\/strong>\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0645\u0644 \u0639\u0642\u062f \u0627\u0644\u062d\u0627\u0641\u0629 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644\u060c \u062d\u064a\u062b \u062a\u0642\u0648\u0645 \u0643\u0644 \u0645\u0646\u0647\u0627 \u0628\u062c\u0645\u0639 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0633\u0628 \u0627\u0644\u062d\u0627\u062c\u0629\u060c \u0648\u062e\u0627\u0635\u0629 \u0641\u064a \u0634\u0628\u0643\u0627\u062a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621.<\/li><li><strong>\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0628\u064a\u0646 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0648\u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629<\/strong>\u0628\u064a\u0646\u0645\u0627 \u064a\u062a\u0645 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0628\u0639\u0636 \u0627\u0644\u0645\u0647\u0627\u0645 \u0645\u062d\u0644\u064a\u064b\u0627\u060c \u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0645\u0647\u0627\u0645 \u0623\u062e\u0631\u0649 - \u0645\u062b\u0644 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0643\u0628\u064a\u0631\u0629 - \u0641\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u060c \u0645\u0645\u0627 \u064a\u062d\u0642\u0642 \u062a\u0648\u0627\u0632\u0646\u064b\u0627 \u0628\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/li><li><strong>\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062d\u0627\u0641\u0629 \u0627\u0644\u0645\u062a\u0631\u0627\u0628\u0637\u0629<\/strong>\u064a\u0645\u0643\u0646 \u0644\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0628\u0627\u0634\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u062f\u0639\u0645 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0645\u062b\u0644 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0648\u0627\u0644\u0645\u0635\u0627\u0646\u0639 \u0627\u0644\u0630\u0643\u064a\u0629.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6544584 elementor-widget elementor-widget-heading\" data-id=\"6544584\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">4. \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a (RTOS)<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6776c27 elementor-widget elementor-widget-text-editor\" data-id=\"6776c27\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0631\u0641\u064a \u0625\u0644\u0649 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0641\u0648\u0631\u064a\u0629\u060c \u0648\u0644\u0647\u0630\u0627 \u0627\u0644\u0633\u0628\u0628 \u062a\u0639\u062a\u0628\u0631 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0644\u0644\u0648\u0642\u062a:<\/p><ul><li><strong>\u0623\u0646\u0638\u0645\u0629 \u062a\u0634\u063a\u064a\u0644 \u062e\u0641\u064a\u0641\u0629 \u0627\u0644\u0648\u0632\u0646<\/strong>\u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0623\u0646\u0638\u0645\u0629 \u0645\u062b\u0644 FreeRTOS \u0648 VxWorks \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0648\u0642\u0627\u062a \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0633\u0631\u064a\u0639\u0629 \u062d\u062a\u0649 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u0637\u0627\u0642\u0629.<\/li><li><strong>\u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0648\u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629<\/strong>: \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 \u062d\u0627\u0648\u064a\u0627\u062a Docker \u0648\u0627\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u062a\u062c\u0639\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0643\u062b\u0631 \u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u0646\u0642\u0644\u060c \u0648\u062a\u0628\u0633\u0637 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d665cc elementor-widget elementor-widget-heading\" data-id=\"9d665cc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">5. \u0627\u0644\u0623\u0645\u0646 \u0641\u064a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5da124f elementor-widget elementor-widget-text-editor\" data-id=\"5da124f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0646\u0638\u0631\u0627\u064b \u0644\u0623\u0646 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u062a\u062a\u0641\u0627\u0639\u0644 \u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u0627\u062f\u064a\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0623\u0645\u0631\u0627\u0646 \u0628\u0627\u0644\u063a\u0627 \u0627\u0644\u0623\u0647\u0645\u064a\u0629:<\/p><ul><li><strong>\u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>\u064a\u062d\u0645\u064a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0648\u0627\u0644\u0646\u0642\u0644.<\/li><li><strong>\u0646\u0638\u0627\u0645 \u062a\u062b\u0628\u064a\u062a \u0622\u0645\u0646<\/strong>\u064a\u0636\u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u062e\u064a\u0627\u0631 \u0639\u062f\u0645 \u0627\u0644\u0633\u0645\u0627\u062d \u0628\u062a\u0634\u063a\u064a\u0644 \u0633\u0648\u0649 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062b\u0627\u0628\u062a\u0629 \u0648\u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632.<\/li><li><strong>\u0645\u0635\u0627\u062f\u0642\u0629 \u0627\u0644\u062c\u0647\u0627\u0632 \u0648\u062a\u0641\u0648\u064a\u0636\u0647<\/strong>: \u064a\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0648\u064a\u0645\u0646\u0639 \u0627\u0644\u0648\u0635\u0648\u0644 \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u062d \u0628\u0647.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b05553 elementor-widget elementor-widget-heading\" data-id=\"3b05553\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">6. \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u064a\u0629 \u0648\u0627\u0644\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d40db57 elementor-widget elementor-widget-text-editor\" data-id=\"d40db57\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u062a\u0639\u062a\u0645\u062f \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629\u060c \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0646 \u0628\u0639\u062f\u060c \u0628\u0634\u0643\u0644 \u0645\u062a\u0643\u0631\u0631 \u0639\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0644\u0627\u0633\u0644\u0643\u064a\u0629\u060c \u0644\u0630\u0627 \u0641\u0625\u0646 \u0627\u0644\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/p><ul><li><strong>\u0634\u0628\u0643\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u0637\u0627\u0642\u0629 (LPWAN)<\/strong>\u062a\u062f\u0639\u0645 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0645\u062b\u0644 LoRa \u0648 NB-IoT \u0627\u0644\u0625\u0631\u0633\u0627\u0644 \u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u0637\u0627\u0642\u0629 \u0639\u0628\u0631 \u0645\u0633\u0627\u0641\u0627\u062a \u0637\u0648\u064a\u0644\u0629.<\/li><li><strong>\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633<\/strong>\u064a\u0648\u0641\u0631 \u0627\u062a\u0635\u0627\u0644\u0627\u064b \u0639\u0627\u0644\u064a \u0627\u0644\u0633\u0631\u0639\u0629 \u0648\u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u062a\u0623\u062e\u064a\u0631 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0629 \u0645\u062b\u0644 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0639\u0646 \u0628\u0639\u062f.<\/li><li><strong>\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u062d\u0627\u0641\u0629<\/strong>\u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u064a MQTT \u0648 CoAP \u0644\u0646\u0642\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0633\u0631\u0639\u0629 \u0648\u0643\u0641\u0627\u0621\u0629 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062d\u0627\u0641\u0629.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b00e58 elementor-widget elementor-widget-heading\" data-id=\"4b00e58\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">7. \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u062c\u0627\u0646\u0633\u0629<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4729454 elementor-widget elementor-widget-text-editor\" data-id=\"4729454\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a\u060c \u0645\u062b\u0644 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u0648\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0648\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (NPU) \u0648\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0628\u0648\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0646\u0637\u0642\u064a\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0628\u0631\u0645\u062c\u0629 (FPGA)\u060c \u0643\u0644 \u0645\u0646\u0647\u0627 \u0645\u064f\u0635\u0645\u0645 \u0644\u0645\u0647\u0627\u0645 \u0645\u062d\u062f\u062f\u0629. \u064a\u064f\u0637\u0644\u0642 \u0639\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0633\u0645 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u062c\u0627\u0646\u0633\u0629\u060c \u0648\u0647\u0648 \u064a\u064f\u0639\u0638\u0651\u0645 \u0642\u062f\u0631\u0627\u062a \u0643\u0644 \u0646\u0648\u0639 \u0645\u0646 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a.<\/p><ul><li><strong>\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u0647\u0627\u0645<\/strong>\u064a\u0642\u0648\u0645 \u0628\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0645\u0647\u0627\u0645 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0627\u0644\u062c \u0627\u0644\u0623\u0646\u0633\u0628 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0642\u062f \u064a\u062a\u0645 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU)\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u062a\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU).<\/li><li><strong>\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u064a\u0629<\/strong>\u064a\u0645\u0643\u0646 \u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062d\u0627\u0641\u0629 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0639\u0645\u0644 \u0645\u0639\u064b\u0627 \u0639\u0628\u0631 \u0627\u0644\u0634\u0628\u0643\u0629\u060c \u0648\u062a\u0646\u0641\u064a\u0630 \u0645\u0647\u0627\u0645 \u0645\u062e\u062a\u0644\u0641\u0629 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f \u0644\u062a\u0633\u0631\u064a\u0639 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de1215d elementor-widget elementor-widget-heading\" data-id=\"de1215d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">8. \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d89b38d elementor-widget elementor-widget-text-editor\" data-id=\"d89b38d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0628\u064a\u0646\u0645\u0627 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0639\u0627\u062f\u0629\u064b \u0644\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0641\u0625\u0646 \u0628\u0639\u0636 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u062a\u0633\u0645\u062d \u0628\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062d\u0644\u064a\u064b\u0627\u060c \u0648\u062a\u0643\u064a\u064a\u0641 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0645\u0639 \u0628\u064a\u0626\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629:<\/p><ul><li><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0648\u062d\u062f<\/strong>: \u062a\u0642\u0648\u0645 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062d\u0627\u0641\u0629 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0628\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0634\u0643\u0644 \u062a\u0639\u0627\u0648\u0646\u064a \u062f\u0648\u0646 \u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062d\u0645\u064a \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629.<\/li><li><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u062f\u0631\u064a\u062c\u064a<\/strong>\u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062a\u062f\u0631\u064a\u062c\u064a\u0627\u064b \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0644\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0629\u060c \u0648\u0647\u0648 \u0623\u0645\u0631 \u0645\u0641\u064a\u062f \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ff06d8 elementor-widget elementor-widget-heading\" data-id=\"1ff06d8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e0b4776 elementor-widget elementor-widget-image\" data-id=\"e0b4776\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1200\" height=\"708\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai-applications.png\" class=\"attachment-large size-large wp-image-960140\" alt=\"\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0631\u0641\u064a \u0639\u0628\u0631 \u0623\u062c\u0647\u0632\u0629 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai-applications.png 1200w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai-applications-300x177.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai-applications-768x453.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai-applications-18x12.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai-applications-600x354.png 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dca1edb elementor-widget elementor-widget-text-editor\" data-id=\"dca1edb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u062a\u062a\u0645\u062a\u0639 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0623\u0642\u0631\u0628 \u0625\u0644\u0649 \u0645\u0635\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/p><ul><li><strong>\u0627\u0644\u062a\u0635\u0646\u064a\u0639 \u0627\u0644\u0630\u0643\u064a<\/strong>\u0641\u064a \u0627\u0644\u0645\u0635\u0627\u0646\u0639 \u0627\u0644\u0645\u0624\u062a\u0645\u062a\u0629\u060c \u062a\u0639\u0645\u0644 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062e\u0637\u0648\u0637 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0646\u062a\u062c. \u0641\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646\u0647\u0627 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0639\u0644\u0649 \u062e\u0637 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0648\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u0639\u062f\u064a\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0625\u0646\u062a\u0627\u062c \u0645\u062a\u0633\u0642.<\/li><li><strong>\u0627\u0644\u0646\u0642\u0644 \u0627\u0644\u0630\u0643\u064a<\/strong>\u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0646\u0642\u0644\u060c \u064a\u062d\u0644\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0637\u0648\u0631 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a\u060c \u0648\u0627\u0644\u062d\u062f \u0645\u0646 \u0627\u0644\u0627\u0632\u062f\u062d\u0627\u0645\u060c \u0648\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0637\u0631\u0642. \u0648\u0641\u064a \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a\u060c \u062a\u064f\u0645\u0643\u0651\u0646 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elementor-widget-text-editor\" data-id=\"21c5daa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u062a\u0648\u0641\u0631 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644\u0647\u0627 \u0645\u0646\u0627\u0633\u0628\u0629 \u062a\u0645\u0627\u0645\u064b\u0627 \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629:<\/p><ul><li><strong>\u0632\u0645\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0645\u0646\u062e\u0641\u0636<\/strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632 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data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">\u0627\u0644\u062e\u0644\u0627\u0635\u0629: \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cb5b5b elementor-widget elementor-widget-text-editor\" data-id=\"1cb5b5b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u064f\u062d\u062f\u062b \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629 \u062a\u062d\u0648\u0644\u0627\u064b \u062c\u0630\u0631\u064a\u0627\u064b \u0641\u064a \u0643\u064a\u0641\u064a\u0629 \u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0625\u0630 \u064a\u064f\u0642\u0631\u0651\u0628 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0646 \u0645\u0635\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u064a\u064f\u0642\u0644\u0644 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u060c \u0648\u064a\u064f\u0645\u0643\u0651\u0646 \u0645\u0646 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a. \u0645\u0646 \u0623\u0631\u0636\u064a\u0627\u062a \u0627\u0644\u0645\u0635\u0627\u0646\u0639 \u0625\u0644\u0649 \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629\u060c \u064a\u064f\u0633\u0627\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0639\u0644\u0649 \u0623\u0646 \u062a\u0635\u0628\u062d \u0623\u0643\u062b\u0631 \u0630\u0643\u0627\u0621\u064b \u0648\u062a\u0631\u0627\u0628\u0637\u0627\u064b. \u0648\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0634\u0631\u0643\u0627\u062a \u0645\u062b\u0644 InHand Networks \u0641\u064a \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u060c \u0633\u064a\u0644\u0639\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629 \u062f\u0648\u0631\u0627\u064b \u0623\u0643\u0628\u0631 \u0641\u064a \u062a\u0634\u0643\u064a\u0644 \u0637\u0631\u064a\u0642\u0629 \u0639\u0645\u0644 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1e87d53 e-con-full e-flex e-con e-child\" data-id=\"1e87d53\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4af95ba elementor-widget elementor-widget-shortcode\" data-id=\"4af95ba\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15d3e6f0 elementor-widget elementor-widget-heading\" data-id=\"15d3e6f0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a74113 e-con-full e-flex e-con e-child\" data-id=\"2a74113\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2f8b19dc elementor-widget__width-inherit elementor-widget elementor-widget-shortcode\" data-id=\"2f8b19dc\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">    <div class=\"product-cards-outer-container-top\">\n        <div class=\"product-cards-carousel-wrapper\" id=\"carousel-6a2887ae1fe23\">\n            <div class=\"product-cards-carousel\">\n\n<div class=\"product-cards-track\">\n        <a href=\"\/ar\/products\/cloud-service\/device-live\/\" class=\"product-card-item\">\n                    <div class=\"product-card-image\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/05\/DEVICELIVE-1.png\">\n            <\/div>\n                <h3 class=\"product-card-title\">\u062f\u064a\u0641\u0627\u064a\u0633 \u0644\u0627\u064a\u0641<\/h3>\n        <p class=\"product-card-desc\">\u0645\u0646\u0635\u0629 \u0625\u062f\u0627\u0631\u0629 \u0623\u062c\u0647\u0632\u0629 \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621<\/p>\n                    <p class=\"product-card-category\">\u062e\u062f\u0645\u0629 \u0633\u062d\u0627\u0628\u064a\u0629<\/p>\n        \n                    <div class=\"product-card-button\">\u064a\u062a\u0639\u0644\u0645 \u0623\u0643\u062b\u0631 <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/08\/\u7bad\u5934\u7eff\u8272.svg\" alt=\"\" style=\"width:1em;height:1em;margin-left:0.5em;vertical-align:middle;\"><\/div>\n            <\/a>\n        <a href=\"\/ar\/all-products\/?target=ai-edge-computers\" class=\"product-card-item\">\n                    <div class=\"product-card-image\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/01\/EC5350.png\">\n            <\/div>\n                <h3 class=\"product-card-title\">\u062d\u0627\u0633\u0648\u0628 \u0637\u0631\u0641\u064a \u064a\u0639\u0645\u0644 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h3>\n        <p class=\"product-card-desc\">1-157 TOPS \u062d\u0627\u0633\u0648\u0628 \u0637\u0631\u0641\u064a \u0635\u0646\u0627\u0639\u064a \u064a\u0639\u0645\u0644 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/p>\n        \n                    <div class=\"product-card-button\">\u064a\u062a\u0639\u0644\u0645 \u0623\u0643\u062b\u0631 <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/08\/\u7bad\u5934\u7eff\u8272.svg\" alt=\"\" style=\"width:1em;height:1em;margin-left:0.5em;vertical-align:middle;\"><\/div>\n            <\/a>\n    <\/div>\n            <\/div>\n\n            <div class=\"carousel-footer-controls\">\n                <div class=\"carousel-progress-container\">\n                    <div class=\"carousel-progress-bar-thumb\"><\/div>\n                <\/div>\n                <div class=\"carousel-nav-buttons\">\n                    <button class=\"carousel-nav-btn prev\" aria-label=\"\u0633\u0627\u0628\u0642\">\n                        <svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><polyline points=\"15 18 9 12 15 6\"><\/polyline><\/svg>\n                    <\/button>\n                    <button class=\"carousel-nav-btn next\" aria-label=\"\u0627\u0644\u062a\u0627\u0644\u064a\">\n                        <svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n                    <\/button>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n    <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a14c13b e-con-full anli_l_st e-flex e-con e-child\" data-id=\"a14c13b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:90,&quot;sticky_effects_offset&quot;:100,&quot;sticky_anchor_link_offset&quot;:100,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\t\t<div class=\"elementor-element elementor-element-1da7e082 e-con-full e-flex e-con e-child\" data-id=\"1da7e082\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69473ed elementor-widget elementor-widget-heading\" data-id=\"69473ed\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0627\u0642\u0631\u0623 \u0627\u0644\u0645\u0632\u064a\u062f <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-108ac635 elementor-widget elementor-widget-shortcode\" data-id=\"108ac635\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">    <style>\n        \/* --- \u8fd9\u91cc\u7684\u53c2\u6570\u5168\u90e8\u4fdd\u7559\u4f60\u7684\u4fee\u6539 --- *\/\n        .vpro-wrapper {\n            width: 100%;\n            max-width: 25rem;\n            height: 38.5rem;\n            overflow-y: auto;\n            overflow-x: hidden;\n            \/* 1. \u589e\u52a0\u5e95\u90e8\u5185\u8fb9\u8ddd\uff0c\u5236\u9020\u865a\u7a7a\u611f *\/\n            padding: 0.3125rem 0.3125rem 0rem 0.3125rem;\n            scrollbar-width: thin;\n            box-sizing: border-box;\n        }\n\n        .vpro-wrapper::-webkit-scrollbar { width: 0.25rem; }\n        .vpro-wrapper::-webkit-scrollbar-thumb { background: #ccc; border-radius: 0.625rem; }\n\n        .vpro-item {\n            width: 100%;\n            height: 21rem;\n            margin-bottom: 1rem;\n            background: #fff;\n            border: 0.0625rem solid #D7D7D7;\n            border-radius: 0.5rem;\n            display: flex;\n            flex-direction: column;\n            flex-shrink: 0;\n            overflow: hidden;\n            box-sizing: border-box;\n            transition: all 0.3s ease;\n        }\n\n        .vpro-item:hover {\n            box-shadow: 0 0.5rem 1.25rem rgba(0,0,0,0.08);\n            transform: translateY(-0.125rem);\n        }\n\n        .vpro-img-box {\n            width: 100%;\n            height: 14rem; \/* \u4fdd\u7559\u4f60\u6539\u7684 10rem *\/\n            overflow: hidden;\n            background: #f5f5f5;\n            flex-shrink: 0;\n        }\n\n        .vpro-img-box img {\n            width: 100%;\n            height: 100%;\n            object-fit: cover;\n            object-position: center;\n            display: block;\n        }\n\n        .vpro-content {\n            padding: 0.5rem 0.5rem 0.8rem 1.25rem;\n            flex-grow: 1;\n            display: flex;\n            align-items: center;\n        }\n\n        .vpro-title {\n            font-size: 1.25rem; \/* \u4fdd\u7559\u4f60\u6539\u7684 1.5rem *\/\n            font-weight: 500;\n            line-height: 1.4;\n            color: #000;\n            display: -webkit-box;\n            -webkit-line-clamp: 3; \/* \u4fdd\u7559\u4f60\u6539\u7684 3 \u884c *\/\n            -webkit-box-orient: vertical;\n            overflow: hidden;\n            text-decoration: none;\n        }\n\n        .vpro-title a {\n            text-decoration: none;\n            color: inherit;\n        }\n\n        \/* 2. \u589e\u52a0\u4e00\u4e2a\u7269\u7406\u5360\u4f4d\u7b26\uff0c\u786e\u4fdd\u6eda\u52a8\u5230\u5e95\u90e8\u6709\u4f59\u91cf *\/\n        .vpro-bottom-spacer {\n            height: 4rem;\n            width: 100%;\n            flex-shrink: 0;\n        }\n    <\/style>\n\n    <div class=\"vpro-wrapper\">\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/ar\/cases\/iwos-sensors-directly-communicate-with-scada\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1780\" height=\"660\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-SCADA-banner.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-SCADA-banner.jpg 1780w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-SCADA-banner-300x111.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-SCADA-banner-768x285.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-SCADA-banner-1536x570.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-SCADA-banner-18x7.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-SCADA-banner-600x222.jpg 600w\" sizes=\"(max-width: 1780px) 100vw, 1780px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/ar\/cases\/iwos-sensors-directly-communicate-with-scada\">\u062a\u062a\u0635\u0644 \u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a IWOS \u0645\u0628\u0627\u0634\u0631\u0629 \u0628\u0646\u0638\u0627\u0645 SCADA<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/ar\/cases\/iwos-sensors-directly-communicate-with-iwos-platform\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1780\" height=\"660\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-IWOS-platform-banner.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-IWOS-platform-banner.jpg 1780w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-IWOS-platform-banner-300x111.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-IWOS-platform-banner-768x285.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-IWOS-platform-banner-1536x570.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-IWOS-platform-banner-18x7.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-sensors-directly-communicate-with-IWOS-platform-banner-600x222.jpg 600w\" sizes=\"(max-width: 1780px) 100vw, 1780px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/ar\/cases\/iwos-sensors-directly-communicate-with-iwos-platform\">IWOS Sensors Directly Communicate With IWOS Platform<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/ar\/cases\/iwos-platform-software-integrated-with-scada\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1780\" height=\"660\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-platform-software-integrated-with-SCADA-banner.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-platform-software-integrated-with-SCADA-banner.jpg 1780w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-platform-software-integrated-with-SCADA-banner-300x111.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-platform-software-integrated-with-SCADA-banner-768x285.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-platform-software-integrated-with-SCADA-banner-1536x570.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-platform-software-integrated-with-SCADA-banner-18x7.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/IWOS-platform-software-integrated-with-SCADA-banner-600x222.jpg 600w\" sizes=\"(max-width: 1780px) 100vw, 1780px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/ar\/cases\/iwos-platform-software-integrated-with-scada\">\u0628\u0631\u0646\u0627\u0645\u062c \u0645\u0646\u0635\u0629 IWOS \u0645\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0646\u0638\u0627\u0645 SCADA<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/ar\/support\/blogs\/x86-based-computer-vs-arm-based-computer\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"449\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/x86-based-Computer-vs-ARM-based-Computer.png\" class=\"attachment-full size-full wp-post-image\" alt=\"\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u062d\u0627\u0633\u0648\u0628 \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c x86 \u0648\u062d\u0627\u0633\u0648\u0628 \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c ARM\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/x86-based-Computer-vs-ARM-based-Computer.png 800w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/x86-based-Computer-vs-ARM-based-Computer-300x168.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/x86-based-Computer-vs-ARM-based-Computer-768x431.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/x86-based-Computer-vs-ARM-based-Computer-18x10.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/x86-based-Computer-vs-ARM-based-Computer-600x337.png 600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/ar\/support\/blogs\/x86-based-computer-vs-arm-based-computer\">\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0627\u062a x86 \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0627\u062a ARM: \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/ar\/cases\/revolutionizing-public-safety-communication-with-5g-fwa-solution\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1360\" height=\"540\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/revolutionizing-public-safety-communication-with-5g-fwa-solution-banner.png\" class=\"attachment-full size-full wp-post-image\" alt=\"revolutionizing-public-safety-communication-with-5g-fwa-solution-banner\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/revolutionizing-public-safety-communication-with-5g-fwa-solution-banner.png 1360w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/revolutionizing-public-safety-communication-with-5g-fwa-solution-banner-300x119.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/revolutionizing-public-safety-communication-with-5g-fwa-solution-banner-768x305.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/revolutionizing-public-safety-communication-with-5g-fwa-solution-banner-18x7.png 18w, 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src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/06\/InHand-Networks-launches-its-own-solar-PV-system-2-new-feng.png\" class=\"attachment-full size-full wp-post-image\" alt=\"Installation of InHand Networks solar PV system featuring the award-winning IG502 industrial router\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/06\/InHand-Networks-launches-its-own-solar-PV-system-2-new-feng.png 1024w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/06\/InHand-Networks-launches-its-own-solar-PV-system-2-new-feng-300x169.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/06\/InHand-Networks-launches-its-own-solar-PV-system-2-new-feng-768x432.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/06\/InHand-Networks-launches-its-own-solar-PV-system-2-new-feng-18x10.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/06\/InHand-Networks-launches-its-own-solar-PV-system-2-new-feng-600x338.png 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/ar\/company\/news\/inhand-networks-solar-pv-system\">InHand Networks Launches Its Own Solar PV System<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n        \n        <div class=\"vpro-bottom-spacer\"><\/div>\n    <\/div>\n    \n<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>What Is Edge AI? Blogs Key Takeaways With the rapid growth of the Internet of Things (IoT) and Artificial Intelligence (AI), the demand for data processing and the complexity involved have increased significantly. This approach has several benefits, including reduced latency, enhanced data privacy, and greater efficiency. With the rapid growth of the Internet of [&hellip;]<\/p>","protected":false},"author":1,"featured_media":960138,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[817],"tags":[],"case_tag":[],"class_list":["post-1013010","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogs"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.6 (Yoast SEO v26.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Edge AI Technology &amp; Applications: Explore Benefits<\/title>\n<meta name=\"description\" content=\"Learn what Edge AI is: processing AI locally on devices for low latency. Discover applications in smart manufacturing &amp; autonomous driving, plus key hardware like FPGAs.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.inhand.com\/ar\/support\/blogs\/what-is-edge-ai\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Is Edge AI?\" \/>\n<meta property=\"og:description\" content=\"With the rapid growth of the Internet of Things (IoT) and Artificial Intelligence (AI), the demand for data processing and the complexity involved have inc...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.inhand.com\/ar\/support\/blogs\/what-is-edge-ai\" \/>\n<meta property=\"og:site_name\" content=\"InHand Networks\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-04T20:38:02+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-28T05:42:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"708\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"What Is Edge AI?\" \/>\n<meta name=\"twitter:description\" content=\"With the rapid growth of the Internet of Things (IoT) and Artificial Intelligence (AI), the demand for data processing and the complexity involved have inc...\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 \u062f\u0642\u0627\u0626\u0642\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.inhand.com\/ar\/support\/blogs\/what-is-edge-ai#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.inhand.com\/ar\/support\/blogs\/what-is-edge-ai\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/www.inhand.com\/ar\/#\/schema\/person\/f28b5f5eb652f2ac06a75a465b789734\"},\"headline\":\"What Is Edge AI?\",\"datePublished\":\"2024-11-04T20:38:02+00:00\",\"dateModified\":\"2026-05-28T05:42:50+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.inhand.com\/ar\/support\/blogs\/what-is-edge-ai\"},\"wordCount\":1196,\"publisher\":{\"@id\":\"https:\/\/www.inhand.com\/ar\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.inhand.com\/ar\/support\/blogs\/what-is-edge-ai#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai.png\",\"articleSection\":[\"blog\"],\"inLanguage\":\"ar\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.inhand.com\/ar\/support\/blogs\/what-is-edge-ai\",\"url\":\"https:\/\/www.inhand.com\/ar\/support\/blogs\/what-is-edge-ai\",\"name\":\"Edge AI Technology & Applications: Explore Benefits\",\"isPartOf\":{\"@id\":\"https:\/\/www.inhand.com\/ar\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.inhand.com\/ar\/support\/blogs\/what-is-edge-ai#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.inhand.com\/ar\/support\/blogs\/what-is-edge-ai#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/edge-ai.png\",\"datePublished\":\"2024-11-04T20:38:02+00:00\",\"dateModified\":\"2026-05-28T05:42:50+00:00\",\"description\":\"Learn what Edge AI is: processing AI locally on devices for low latency. 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