{"id":73513,"date":"2025-07-11T15:04:32","date_gmt":"2025-07-11T08:04:32","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=products&p=73513"},"modified":"2025-07-14T10:22:04","modified_gmt":"2025-07-14T03:22:04","slug":"ai-power-pet-detection-system","status":"publish","type":"products","link":"https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/","title":{"rendered":"H\u1ec7 Th\u1ed1ng Ph\u00e1t Hi\u1ec7n Th\u00fa C\u01b0ng D\u1ef1a Tr\u00ean AI Cho Khu C\u0103n H\u1ed9 Th\u00f4ng Minh"},"content":{"rendered":"

<\/p>\n

V\u1ea5n \u0110\u1ec1<\/strong><\/h2>\n

T\u1ea1i c\u00e1c khu c\u0103n h\u1ed9 th\u00e2n thi\u1ec7n v\u1edbi th\u00fa c\u01b0ng hi\u1ec7n \u0111\u1ea1i, ban qu\u1ea3n l\u00fd t\u00f2a nh\u00e0 th\u01b0\u1eddng g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c ki\u1ec3m so\u00e1t th\u00fa c\u01b0ng di chuy\u1ec3n t\u1ef1 do \u1edf khu v\u1ef1c c\u00f4ng c\u1ed9ng, d\u1eabn \u0111\u1ebfn c\u00e1c m\u1ed1i lo ng\u1ea1i v\u1ec1 an to\u00e0n, v\u1ec7 sinh v\u00e0 tranh ch\u1ea5p.<\/p>\n

Gi\u1ea3i ph\u00e1p t\u1eeb BAP \u2013 H\u1ec7 Th\u1ed1ng AI Ph\u00e1t Hi\u1ec7n Th\u00fa C\u01b0ng<\/strong><\/h2>\n

\"AI-Powered<\/p>\n

\u0110\u01b0\u1ee3c t\u00edch h\u1ee3p c\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (computer vision), h\u1ec7 th\u1ed1ng ph\u00e1t hi\u1ec7n ch\u00f3\/m\u00e8o kh\u00f4ng c\u00f3 ng\u01b0\u1eddi \u0111i c\u00f9ng trong th\u1eddi gian th\u1ef1c, gi\u00fap \u0111\u1ea3m b\u1ea3o an to\u00e0n v\u00e0 b\u1ea3o m\u1eadt cho t\u00f2a nh\u00e0 c\u1ee7a b\u1ea1n.<\/p>\n

C\u00f4ng Ngh\u1ec7 Ch\u00fang T\u00f4i S\u1eed D\u1ee5ng<\/strong><\/h2>\n

\"AI-Powered<\/p>\n

    \n
  • \n

    Ph\u00e1t hi\u1ec7n \u0111\u1ed1i t\u01b0\u1ee3ng d\u1ef1a tr\u00ean YOLOv5<\/strong><\/p>\n<\/li>\n

  • \n

    Ch\u1ea1y offline<\/strong> tr\u00ean thi\u1ebft b\u1ecb NVIDIA Jetson Xavier<\/strong> \u2013 kh\u00f4ng ph\u1ee5 thu\u1ed9c v\u00e0o n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y<\/p>\n<\/li>\n

  • \n

    T\u00edch h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng camera gi\u00e1m s\u00e1t (CCTV)<\/strong> hi\u1ec7n c\u00f3<\/p>\n<\/li>\n

  • \n

    B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n qu\u1ea3n tr\u1ecb<\/strong> gi\u00fap theo d\u00f5i c\u1ea3nh b\u00e1o v\u00e0 xem l\u1ea1i video theo th\u1eddi gian th\u1ef1c<\/p>\n<\/li>\n<\/ul>\n

    V\u00ec Sao N\u00ean Ch\u1ecdn Gi\u1ea3i Ph\u00e1p C\u1ee7a Ch\u00fang T\u00f4i?<\/strong><\/h2>\n
    \n
    \n\n\n\n\n\n\n\n\n
    T\u00ednh N\u0103ng<\/th>\nL\u1ee3i \u00cdch<\/th>\n<\/tr>\n<\/thead>\n
    \u0110\u1ed9 ch\u00ednh x\u00e1c cao<\/td>\n\u0110\u1ea1t tr\u00ean 90% precision v\u00e0 recall trong m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf<\/td>\n<\/tr>\n
    \u01afu ti\u00ean quy\u1ec1n ri\u00eang t\u01b0<\/td>\nX\u1eed l\u00fd c\u1ee5c b\u1ed9 b\u1eb1ng edge computing, kh\u00f4ng g\u1eedi d\u1eef li\u1ec7u l\u00ean \u0111\u00e1m m\u00e2y<\/td>\n<\/tr>\n
    Ph\u00e1t hi\u1ec7n th\u1eddi gian th\u1ef1c<\/td>\nC\u1ea3nh b\u00e1o ngay khi ph\u00e1t hi\u1ec7n th\u00fa c\u01b0ng di chuy\u1ec3n kh\u00f4ng \u0111\u00fang quy \u0111\u1ecbnh<\/td>\n<\/tr>\n
    Giao di\u1ec7n th\u00e2n thi\u1ec7n<\/td>\nD\u1ec5 s\u1eed d\u1ee5ng cho nh\u00e2n vi\u00ean t\u00f2a nh\u00e0, kh\u00f4ng y\u00eau c\u1ea7u k\u1ef9 n\u0103ng k\u1ef9 thu\u1eadt<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n

    <\/p>","protected":false},"featured_media":76227,"template":"","product":[65],"cs_tag":[],"class_list":["post-73513","products","type-products","status-publish","has-post-thumbnail","hentry","product-ai"],"acf":[],"yoast_head":"\nH\u1ec7 Th\u1ed1ng Ph\u00e1t Hi\u1ec7n Th\u00fa C\u01b0ng D\u1ef1a Tr\u00ean AI Cho Khu C\u0103n H\u1ed9 Th\u00f4ng Minh<\/title>\n<meta name=\"description\" content=\"\u682a\u5f0f\u4f1a\u793eBAP Solution Japan\u306f\u3001\u9867\u5ba2\u5411\u3051\u306e\u591a\u304f\u306e\u88fd\u54c1\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002 BAP\u306e\u958b\u767a\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u958b\u767a\u3057\u305f\u88fd\u54c1\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"H\u1ec7 Th\u1ed1ng Ph\u00e1t Hi\u1ec7n Th\u00fa C\u01b0ng D\u1ef1a Tr\u00ean AI Cho Khu C\u0103n H\u1ed9 Th\u00f4ng Minh\" \/>\n<meta property=\"og:description\" content=\"\u682a\u5f0f\u4f1a\u793eBAP Solution Japan\u306f\u3001\u9867\u5ba2\u5411\u3051\u306e\u591a\u304f\u306e\u88fd\u54c1\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002 BAP\u306e\u958b\u767a\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u958b\u767a\u3057\u305f\u88fd\u54c1\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\" \/>\n<meta property=\"og:url\" content=\"https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/\" \/>\n<meta property=\"og:site_name\" content=\"C\u00f4ng Ty C\u1ed5 Ph\u1ea7n \u0110\u1ea7u T\u01b0 V\u00e0 C\u00f4ng Ngh\u1ec7 BAP\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/bap32\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-14T03:22:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.bap-software.net\/2025\/07\/14171846\/Group-1180390.png\" \/>\n\t<meta property=\"og:image:width\" content=\"421\" \/>\n\t<meta property=\"og:image:height\" content=\"245\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@bapsoftware\" \/>\n<meta name=\"twitter:label1\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 ph\u00fat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/case-study\\\/ai-power-pet-detection-system\\\/\",\"url\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/case-study\\\/ai-power-pet-detection-system\\\/\",\"name\":\"H\u1ec7 Th\u1ed1ng Ph\u00e1t Hi\u1ec7n Th\u00fa C\u01b0ng D\u1ef1a Tr\u00ean AI Cho Khu C\u0103n H\u1ed9 Th\u00f4ng Minh\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/case-study\\\/ai-power-pet-detection-system\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/case-study\\\/ai-power-pet-detection-system\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/cdn.bap-software.net\\\/2025\\\/07\\\/14171846\\\/Group-1180390.png\",\"datePublished\":\"2025-07-11T08:04:32+00:00\",\"dateModified\":\"2025-07-14T03:22:04+00:00\",\"description\":\"\u682a\u5f0f\u4f1a\u793eBAP Solution Japan\u306f\u3001\u9867\u5ba2\u5411\u3051\u306e\u591a\u304f\u306e\u88fd\u54c1\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002 BAP\u306e\u958b\u767a\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u958b\u767a\u3057\u305f\u88fd\u54c1\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/case-study\\\/ai-power-pet-detection-system\\\/#breadcrumb\"},\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[[\"https:\\\/\\\/bap-software.net\\\/vi\\\/case-study\\\/ai-power-pet-detection-system\\\/\"]]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/case-study\\\/ai-power-pet-detection-system\\\/#primaryimage\",\"url\":\"https:\\\/\\\/cdn.bap-software.net\\\/2025\\\/07\\\/14171846\\\/Group-1180390.png\",\"contentUrl\":\"https:\\\/\\\/cdn.bap-software.net\\\/2025\\\/07\\\/14171846\\\/Group-1180390.png\",\"width\":421,\"height\":245,\"caption\":\"AI-Powered Pet Detection System for Smart Residences\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/case-study\\\/ai-power-pet-detection-system\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Case Study\",\"item\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/case-study\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"H\u1ec7 Th\u1ed1ng Ph\u00e1t Hi\u1ec7n Th\u00fa C\u01b0ng D\u1ef1a Tr\u00ean AI Cho Khu C\u0103n H\u1ed9 Th\u00f4ng Minh\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/#website\",\"url\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/\",\"name\":\"C\u00f4ng Ty C\u1ed5 Ph\u1ea7n \u0110\u1ea7u T\u01b0 V\u00e0 C\u00f4ng Ngh\u1ec7 BAP\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/bap-software.net\\\/vi\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"vi\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"H\u1ec7 Th\u1ed1ng Ph\u00e1t Hi\u1ec7n Th\u00fa C\u01b0ng D\u1ef1a Tr\u00ean AI Cho Khu C\u0103n H\u1ed9 Th\u00f4ng Minh","description":"\u682a\u5f0f\u4f1a\u793eBAP Solution Japan\u306f\u3001\u9867\u5ba2\u5411\u3051\u306e\u591a\u304f\u306e\u88fd\u54c1\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002 BAP\u306e\u958b\u767a\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u958b\u767a\u3057\u305f\u88fd\u54c1\u3092\u3054\u89a7\u304f\u3060\u3055\u3044","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/","og_locale":"vi_VN","og_type":"article","og_title":"H\u1ec7 Th\u1ed1ng Ph\u00e1t Hi\u1ec7n Th\u00fa C\u01b0ng D\u1ef1a Tr\u00ean AI Cho Khu C\u0103n H\u1ed9 Th\u00f4ng Minh","og_description":"\u682a\u5f0f\u4f1a\u793eBAP Solution Japan\u306f\u3001\u9867\u5ba2\u5411\u3051\u306e\u591a\u304f\u306e\u88fd\u54c1\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002 BAP\u306e\u958b\u767a\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u958b\u767a\u3057\u305f\u88fd\u54c1\u3092\u3054\u89a7\u304f\u3060\u3055\u3044","og_url":"https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/","og_site_name":"C\u00f4ng Ty C\u1ed5 Ph\u1ea7n \u0110\u1ea7u T\u01b0 V\u00e0 C\u00f4ng Ngh\u1ec7 BAP","article_publisher":"https:\/\/www.facebook.com\/bap32","article_modified_time":"2025-07-14T03:22:04+00:00","og_image":[{"width":421,"height":245,"url":"https:\/\/cdn.bap-software.net\/2025\/07\/14171846\/Group-1180390.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@bapsoftware","twitter_misc":{"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"3 ph\u00fat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/","url":"https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/","name":"H\u1ec7 Th\u1ed1ng Ph\u00e1t Hi\u1ec7n Th\u00fa C\u01b0ng D\u1ef1a Tr\u00ean AI Cho Khu C\u0103n H\u1ed9 Th\u00f4ng Minh","isPartOf":{"@id":"https:\/\/bap-software.net\/vi\/#website"},"primaryImageOfPage":{"@id":"https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/#primaryimage"},"image":{"@id":"https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/#primaryimage"},"thumbnailUrl":"https:\/\/cdn.bap-software.net\/2025\/07\/14171846\/Group-1180390.png","datePublished":"2025-07-11T08:04:32+00:00","dateModified":"2025-07-14T03:22:04+00:00","description":"\u682a\u5f0f\u4f1a\u793eBAP Solution Japan\u306f\u3001\u9867\u5ba2\u5411\u3051\u306e\u591a\u304f\u306e\u88fd\u54c1\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002 BAP\u306e\u958b\u767a\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u958b\u767a\u3057\u305f\u88fd\u54c1\u3092\u3054\u89a7\u304f\u3060\u3055\u3044","breadcrumb":{"@id":"https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":[["https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/"]]}]},{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/#primaryimage","url":"https:\/\/cdn.bap-software.net\/2025\/07\/14171846\/Group-1180390.png","contentUrl":"https:\/\/cdn.bap-software.net\/2025\/07\/14171846\/Group-1180390.png","width":421,"height":245,"caption":"AI-Powered Pet Detection System for Smart Residences"},{"@type":"BreadcrumbList","@id":"https:\/\/bap-software.net\/vi\/case-study\/ai-power-pet-detection-system\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/bap-software.net\/vi\/"},{"@type":"ListItem","position":2,"name":"Case Study","item":"https:\/\/bap-software.net\/vi\/case-study\/"},{"@type":"ListItem","position":3,"name":"H\u1ec7 Th\u1ed1ng Ph\u00e1t Hi\u1ec7n Th\u00fa C\u01b0ng D\u1ef1a Tr\u00ean AI Cho Khu C\u0103n H\u1ed9 Th\u00f4ng Minh"}]},{"@type":"WebSite","@id":"https:\/\/bap-software.net\/vi\/#website","url":"https:\/\/bap-software.net\/vi\/","name":"C\u00f4ng Ty C\u1ed5 Ph\u1ea7n \u0110\u1ea7u T\u01b0 V\u00e0 C\u00f4ng Ngh\u1ec7 BAP","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/bap-software.net\/vi\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"vi"}]}},"_links":{"self":[{"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/products\/73513","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/products"}],"about":[{"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/types\/products"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/media\/76227"}],"wp:attachment":[{"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/media?parent=73513"}],"wp:term":[{"taxonomy":"product","embeddable":true,"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/product?post=73513"},{"taxonomy":"cs_tag","embeddable":true,"href":"https:\/\/bap-software.net\/vi\/wp-json\/wp\/v2\/cs_tag?post=73513"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}