{"id":5445,"date":"2025-05-31T15:49:19","date_gmt":"2025-05-31T08:49:19","guid":{"rendered":"https:\/\/giaiphapbienbac.com\/?p=5445"},"modified":"2025-05-31T15:49:19","modified_gmt":"2025-05-31T08:49:19","slug":"phan-mem-nhan-dang-hu-hong-container","status":"publish","type":"post","link":"https:\/\/giaiphapbienbac.com\/index.php\/2025\/05\/31\/phan-mem-nhan-dang-hu-hong-container\/","title":{"rendered":"Ph\u1ea7n m\u1ec1m nh\u1eadn d\u1ea1ng h\u01b0 h\u1ecfng container"},"content":{"rendered":"<h3 data-start=\"211\" data-end=\"274\"><strong data-start=\"215\" data-end=\"274\">Ph\u1ea7n m\u1ec1m nh\u1eadn d\u1ea1ng h\u01b0 h\u1ecfng container t\u1eeb h\u00ecnh \u1ea3nh camera<\/strong><\/h3>\n<p data-start=\"276\" data-end=\"653\">Ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n nh\u1eb1m t\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n v\u00e0 nh\u1eadn d\u1ea1ng c\u00e1c h\u01b0 h\u1ecfng tr\u00ean container th\u00f4ng qua \u1ea3nh ch\u1ee5p t\u1eeb h\u1ec7 th\u1ed1ng camera gi\u00e1m s\u00e1t t\u1ea1i b\u00e3i container, c\u1ea3ng bi\u1ec3n ho\u1eb7c kho h\u00e0ng. \u1ee8ng d\u1ee5ng s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 <strong data-start=\"482\" data-end=\"507\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/strong> v\u00e0 <strong data-start=\"511\" data-end=\"550\">th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (Computer Vision)<\/strong> \u0111\u1ec3 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c v\u1ecb tr\u00ed h\u01b0 h\u1ecfng nh\u01b0 m\u00f3p m\u00e9o, n\u1ee9t v\u1ee1, g\u1ec9 s\u00e9t, r\u00e1ch v\u1ecf, h\u01b0 b\u1ea3n l\u1ec1,\u2026<\/p>\n<h3 data-start=\"660\" data-end=\"685\"><strong data-start=\"667\" data-end=\"685\">M\u1ee5c ti\u00eau ch\u00ednh<\/strong><\/h3>\n<ul data-start=\"686\" data-end=\"890\">\n<li data-start=\"686\" data-end=\"740\">\n<p data-start=\"688\" data-end=\"740\">T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng container.<\/p>\n<\/li>\n<li data-start=\"741\" data-end=\"807\">\n<p data-start=\"743\" data-end=\"807\">Gi\u1ea3m th\u1eddi gian ki\u1ec3m tra v\u00e0 lo\u1ea1i b\u1ecf y\u1ebfu t\u1ed1 ch\u1ee7 quan t\u1eeb con ng\u01b0\u1eddi.<\/p>\n<\/li>\n<li data-start=\"808\" data-end=\"890\">\n<p data-start=\"810\" data-end=\"890\">C\u1ea3nh b\u00e1o s\u1edbm c\u00e1c container b\u1ecb h\u01b0 h\u1ecfng tr\u01b0\u1edbc khi \u0111\u01b0a v\u00e0o s\u1eed d\u1ee5ng ho\u1eb7c v\u1eadn chuy\u1ec3n.<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"897\" data-end=\"925\"><strong data-start=\"904\" data-end=\"925\">T\u00ednh n\u0103ng n\u1ed5i b\u1eadt<\/strong><\/h3>\n<ul data-start=\"926\" data-end=\"1665\">\n<li data-start=\"926\" data-end=\"1053\">\n<p data-start=\"928\" data-end=\"1053\"> <strong data-start=\"931\" data-end=\"967\">Ph\u00e2n t\u00edch \u1ea3nh t\u1eeb camera gi\u00e1m s\u00e1t<\/strong>: H\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng thu th\u1eadp \u1ea3nh t\u1eeb camera \u0111\u01b0\u1ee3c l\u1eafp \u0111\u1eb7t t\u1ea1i khu v\u1ef1c ki\u1ec3m tra container.<\/p>\n<\/li>\n<li data-start=\"1054\" data-end=\"1181\">\n<p data-start=\"1056\" data-end=\"1181\"> <strong data-start=\"1059\" data-end=\"1088\">Nh\u1eadn d\u1ea1ng h\u01b0 h\u1ecfng b\u1eb1ng AI<\/strong>: \u00c1p d\u1ee5ng m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u (Deep Learning) \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c lo\u1ea1i h\u01b0 h\u1ecfng v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao.<\/p>\n<\/li>\n<li data-start=\"1182\" data-end=\"1289\">\n<p data-start=\"1184\" data-end=\"1289\">\ufe0f <strong data-start=\"1188\" data-end=\"1223\">Hi\u1ec3n th\u1ecb tr\u1ef1c quan v\u00f9ng h\u01b0 h\u1ecfng<\/strong>: Giao di\u1ec7n th\u1ec3 hi\u1ec7n v\u00f9ng b\u1ecb h\u01b0 b\u1eb1ng khung m\u00e0u ho\u1eb7c nh\u00e3n c\u1ea3nh b\u00e1o.<\/p>\n<\/li>\n<li data-start=\"1290\" data-end=\"1426\">\n<p data-start=\"1292\" data-end=\"1426\"> <strong data-start=\"1295\" data-end=\"1323\">L\u01b0u tr\u1eef k\u1ebft qu\u1ea3 ki\u1ec3m tra<\/strong>: K\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c l\u01b0u k\u00e8m h\u00ecnh \u1ea3nh v\u00e0 metadata v\u00e0o c\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111\u1ec3 ph\u1ee5c v\u1ee5 th\u1ed1ng k\u00ea, truy v\u1ebft v\u00e0 b\u00e1o c\u00e1o.<\/p>\n<\/li>\n<li data-start=\"1427\" data-end=\"1552\">\n<p data-start=\"1429\" data-end=\"1552\"> <strong data-start=\"1432\" data-end=\"1475\">C\u1ea3nh b\u00e1o container kh\u00f4ng \u0111\u1ea1t ti\u00eau chu\u1ea9n<\/strong>: T\u1ef1 \u0111\u1ed9ng g\u1eafn nh\u00e3n ho\u1eb7c g\u1eedi c\u1ea3nh b\u00e1o n\u1ebfu ph\u00e1t hi\u1ec7n h\u01b0 h\u1ecfng v\u01b0\u1ee3t m\u1ee9c cho ph\u00e9p.<\/p>\n<\/li>\n<li data-start=\"1553\" data-end=\"1665\">\n<p data-start=\"1555\" data-end=\"1665\"> <strong data-start=\"1558\" data-end=\"1594\">T\u00edch h\u1ee3p b\u00e1o c\u00e1o v\u00e0 xu\u1ea5t d\u1eef li\u1ec7u<\/strong>: H\u1ed7 tr\u1ee3 xu\u1ea5t b\u00e1o c\u00e1o PDF\/Excel, t\u00edch h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd hi\u1ec7n c\u00f3.<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"1672\" data-end=\"1699\"><strong data-start=\"1679\" data-end=\"1699\">\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf<\/strong><\/h3>\n<ul data-start=\"1700\" data-end=\"1847\">\n<li data-start=\"1700\" data-end=\"1745\">\n<p data-start=\"1702\" data-end=\"1745\">C\u00e1c b\u00e3i container, depot, ICD, kho h\u00e0ng,&#8230;<\/p>\n<\/li>\n<li data-start=\"1746\" data-end=\"1793\">\n<p data-start=\"1748\" data-end=\"1793\">C\u00e1c c\u1ea3ng bi\u1ec3n trong kh\u00e2u giao nh\u1eadn container.<\/p>\n<\/li>\n<li data-start=\"1794\" data-end=\"1847\">\n<p data-start=\"1796\" data-end=\"1847\">Doanh nghi\u1ec7p logistics, v\u1eadn t\u1ea3i qu\u1ed1c t\u1ebf v\u00e0 n\u1ed9i \u0111\u1ecba.<\/p>\n<\/li>\n<\/ul>\n<p>Demo ph\u00e1t hi\u1ec7n h\u01b0 h\u1ecfng container: <a href=\"http:\/\/viewpro.vn:5678\/\">viewpro.vn:5678<\/a><\/p>\n<p>Demo nh\u1eadn d\u1ea1ng s\u1ed1 container: <a href=\"http:\/\/viewpro.vn:10237\/demo\">viewpro.vn:10237\/demo<\/a><\/p>\n<p>Demo nh\u1eadn d\u1ea1ng bi\u1ec3n s\u1ed1 xe, lo\u1ea1i xe: <a href=\"http:\/\/viewpro.vn:10239\/demo\">viewpro.vn:10239\/demo<\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ph\u1ea7n m\u1ec1m nh\u1eadn d\u1ea1ng h\u01b0 h\u1ecfng container t\u1eeb h\u00ecnh \u1ea3nh camera Ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n nh\u1eb1m t\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n v\u00e0 nh\u1eadn d\u1ea1ng c\u00e1c h\u01b0 h\u1ecfng tr\u00ean container th\u00f4ng qua \u1ea3nh ch\u1ee5p t\u1eeb h\u1ec7 th\u1ed1ng camera gi\u00e1m s\u00e1t t\u1ea1i b\u00e3i container, c\u1ea3ng bi\u1ec3n ho\u1eb7c kho h\u00e0ng. \u1ee8ng d\u1ee5ng s\u1eed<a href=\"https:\/\/giaiphapbienbac.com\/index.php\/2025\/05\/31\/phan-mem-nhan-dang-hu-hong-container\/\" class=\"read-more\">\u0110\u1ecdc ti\u1ebfp<\/a><\/p>\n","protected":false},"author":3,"featured_media":5446,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[3,4,9],"tags":[184,143],"_links":{"self":[{"href":"https:\/\/giaiphapbienbac.com\/index.php\/wp-json\/wp\/v2\/posts\/5445"}],"collection":[{"href":"https:\/\/giaiphapbienbac.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/giaiphapbienbac.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/giaiphapbienbac.com\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/giaiphapbienbac.com\/index.php\/wp-json\/wp\/v2\/comments?post=5445"}],"version-history":[{"count":1,"href":"https:\/\/giaiphapbienbac.com\/index.php\/wp-json\/wp\/v2\/posts\/5445\/revisions"}],"predecessor-version":[{"id":5447,"href":"https:\/\/giaiphapbienbac.com\/index.php\/wp-json\/wp\/v2\/posts\/5445\/revisions\/5447"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/giaiphapbienbac.com\/index.php\/wp-json\/wp\/v2\/media\/5446"}],"wp:attachment":[{"href":"https:\/\/giaiphapbienbac.com\/index.php\/wp-json\/wp\/v2\/media?parent=5445"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/giaiphapbienbac.com\/index.php\/wp-json\/wp\/v2\/categories?post=5445"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/giaiphapbienbac.com\/index.php\/wp-json\/wp\/v2\/tags?post=5445"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}