{"id":1785,"date":"2026-01-15T21:02:16","date_gmt":"2026-01-15T12:02:16","guid":{"rendered":"https:\/\/solenvision.ai\/?page_id=1785"},"modified":"2026-01-19T14:18:50","modified_gmt":"2026-01-19T05:18:50","slug":"%eb%a9%80%ed%8b%b0%eb%aa%a8%eb%8b%ac-%ec%9d%b8%ed%85%94%eb%a6%ac%ec%a0%84%ec%8a%a4","status":"publish","type":"page","link":"https:\/\/solenvision.ai\/vi\/%eb%a9%80%ed%8b%b0%eb%aa%a8%eb%8b%ac-%ec%9d%b8%ed%85%94%eb%a6%ac%ec%a0%84%ec%8a%a4\/","title":{"rendered":"Tr\u00ed tu\u1ec7 \u0110a ph\u01b0\u01a1ng th\u1ee9c"},"content":{"rendered":"
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\n\t\t\t\t\t\t\t\t\t\n\n\n \n \n \uba40\ud2f0\ubaa8\ub2ec \uc778\ud154\ub9ac\uc804\uc2a4 – SolenVision AI<\/title>\n <link rel=\"preconnect\" href=\"https:\/\/fonts.googleapis.com\">\n <link rel=\"preconnect\" href=\"https:\/\/fonts.gstatic.com\" crossorigin>\n <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Cormorant+Garamond:wght@400;500;600&family=Inter:wght@300;400;500;600&family=Noto+Sans+KR:wght@300;400;500;700&display=swap\" rel=\"stylesheet\">\n <style>\n * {\n margin: 0;\n padding: 0;\n box-sizing: border-box;\n }\n\n body {\n font-family: 'Noto Sans KR', sans-serif;\n background-color: #0f172a;\n color: #e2e8f0;\n line-height: 1.8;\n }\n\n .multimodal-section {\n max-width: 1100px;\n margin: 0 auto;\n padding: 80px 40px;\n }\n\n \/* \ud5e4\ub354 *\/\n .mm-header {\n text-align: center;\n margin-bottom: 60px;\n }\n\n .mm-label {\n font-family: 'Inter', sans-serif;\n font-size: 0.85rem;\n font-weight: 500;\n color: #f97316;\n letter-spacing: 3px;\n text-transform: uppercase;\n margin-bottom: 15px;\n }\n\n .mm-title {\n font-family: 'Cormorant Garamond', serif;\n font-size: 2.8rem;\n font-weight: 500;\n color: #f8fafc;\n margin-bottom: 15px;\n }\n\n .mm-subtitle {\n font-size: 1.05rem;\n color: #94a3b8;\n font-weight: 300;\n }\n\n \/* \uc778\ud2b8\ub85c *\/\n .mm-intro {\n max-width: 900px;\n margin: 0 auto 70px;\n text-align: center;\n }\n\n .mm-intro p {\n font-size: 1.05rem;\n color: #cbd5e1;\n line-height: 2;\n margin-bottom: 20px;\n }\n\n .mm-intro strong {\n color: #fbbf24;\n font-weight: 500;\n }\n\n \/* \uba54\uc778 \uc774\ubbf8\uc9c0 *\/\n .mm-image {\n max-width: 450px;\n margin: 0 auto 70px;\n border-radius: 16px;\n overflow: hidden;\n box-shadow: 0 20px 50px rgba(0, 0, 0, 0.3);\n border: 1px solid rgba(249, 115, 22, 0.2);\n }\n\n .mm-image img {\n width: 100%;\n height: auto;\n display: block;\n }\n\n \/* \uc139\uc158 \ud0c0\uc774\ud2c0 *\/\n .section-title {\n font-family: 'Cormorant Garamond', serif;\n font-size: 1.8rem;\n font-weight: 500;\n color: #f8fafc;\n margin-bottom: 30px;\n padding-bottom: 15px;\n border-bottom: 1px solid rgba(249, 115, 22, 0.3);\n }\n\n \/* \uac1c\uc694 \uc139\uc158 *\/\n .overview-section {\n margin-bottom: 70px;\n }\n\n .overview-intro {\n font-size: 1rem;\n color: #cbd5e1;\n margin-bottom: 30px;\n line-height: 1.9;\n }\n\n .overview-grid {\n display: grid;\n grid-template-columns: repeat(4, 1fr);\n gap: 20px;\n margin-top: 10px;\n margin-bottom: 30px;\n }\n\n .overview-card {\n padding: 25px 20px;\n background: linear-gradient(135deg, rgba(30, 41, 59, 0.6) 0%, rgba(15, 23, 42, 0.8) 100%);\n border: 1px solid rgba(249, 115, 22, 0.2);\n border-radius: 12px;\n text-align: center;\n transition: all 0.3s ease;\n }\n\n .overview-card:hover {\n border-color: rgba(249, 115, 22, 0.5);\n transform: translateY(-3px);\n }\n\n .overview-icon {\n width: 50px;\n height: 50px;\n margin: 0 auto 15px;\n background: linear-gradient(135deg, rgba(249, 115, 22, 0.2) 0%, rgba(251, 191, 36, 0.1) 100%);\n border-radius: 12px;\n display: flex;\n align-items: center;\n justify-content: center;\n }\n\n .overview-icon svg {\n width: 24px;\n height: 24px;\n stroke: #f97316;\n fill: none;\n stroke-width: 2;\n }\n\n .overview-card h4 {\n font-size: 1rem;\n font-weight: 500;\n color: #fbbf24;\n margin-bottom: 10px;\n }\n\n .overview-card p {\n font-size: 0.85rem;\n color: #94a3b8;\n line-height: 1.6;\n }\n\n .overview-desc {\n font-size: 1rem;\n color: #cbd5e1;\n line-height: 1.9;\n text-align: center;\n max-width: 800px;\n margin: 0 auto;\n }\n\n \/* \uae30\ub2a5 \uc139\uc158 *\/\n .features-section {\n margin-bottom: 70px;\n }\n\n .feature-list {\n display: flex;\n flex-direction: column;\n gap: 20px;\n }\n\n .feature-item {\n padding: 30px;\n background: linear-gradient(135deg, rgba(30, 41, 59, 0.5) 0%, rgba(15, 23, 42, 0.7) 100%);\n border-left: 3px solid #f97316;\n border-radius: 0 12px 12px 0;\n transition: all 0.3s ease;\n }\n\n .feature-item:hover {\n background: linear-gradient(135deg, rgba(30, 41, 59, 0.7) 0%, rgba(15, 23, 42, 0.9) 100%);\n transform: translateX(5px);\n }\n\n .feature-item h4 {\n font-size: 1.1rem;\n font-weight: 500;\n color: #fbbf24;\n margin-bottom: 10px;\n }\n\n .feature-item p {\n font-size: 0.95rem;\n color: #cbd5e1;\n line-height: 1.8;\n }\n\n \/* \uc801\uc6a9 \ubd84\uc57c *\/\n .usecases-section {\n margin-bottom: 40px;\n }\n\n .usecase-grid {\n display: grid;\n grid-template-columns: repeat(2, 1fr);\n gap: 20px;\n }\n\n .usecase-card {\n padding: 25px 30px;\n background: linear-gradient(135deg, rgba(249, 115, 22, 0.08) 0%, rgba(251, 191, 36, 0.05) 100%);\n border: 1px solid rgba(249, 115, 22, 0.15);\n border-radius: 12px;\n display: flex;\n align-items: center;\n gap: 15px;\n transition: all 0.3s ease;\n }\n\n .usecase-card:hover {\n border-color: rgba(249, 115, 22, 0.4);\n transform: translateY(-2px);\n }\n\n .usecase-icon {\n width: 40px;\n height: 40px;\n background: rgba(249, 115, 22, 0.2);\n border-radius: 10px;\n display: flex;\n align-items: center;\n justify-content: center;\n flex-shrink: 0;\n }\n\n .usecase-icon svg {\n width: 20px;\n height: 20px;\n stroke: #fbbf24;\n fill: none;\n stroke-width: 2;\n }\n\n .usecase-card p {\n font-size: 0.95rem;\n color: #e2e8f0;\n font-weight: 400;\n }\n\n \/* \ubc18\uc751\ud615 *\/\n @media (max-width: 900px) {\n .overview-grid {\n grid-template-columns: repeat(2, 1fr);\n }\n\n .usecase-grid {\n grid-template-columns: 1fr;\n }\n }\n\n @media (max-width: 600px) {\n .multimodal-section {\n padding: 60px 20px;\n }\n\n .mm-title {\n font-size: 2.2rem;\n }\n\n .overview-grid {\n grid-template-columns: 1fr;\n }\n\n .section-title {\n font-size: 1.5rem;\n }\n }\n <\/style>\n<\/head>\n<body>\n <section class=\"multimodal-section\">\n <!-- \ud5e4\ub354 -->\n <header class=\"mm-header\">\n <p class=\"mm-label\">Technology<\/p>\n <h1 class=\"mm-title\">Tr\u00ed tu\u1ec7 \u0110a ph\u01b0\u01a1ng th\u1ee9c<\/h1>\n <p class=\"mm-subtitle\">AI d\u1ef1a tr\u00ean LLM & VLM \u0111\u1ec3 hi\u1ec3u b\u1ed1i c\u1ea3nh m\u1ed9t c\u00e1ch to\u00e0n di\u1ec7n<\/p>\n <\/header>\n\n <!-- \uc778\ud2b8\ub85c -->\n <div class=\"mm-intro\">\n <p class=\"translation-block\">Multimodal Intelligence s\u1eed d\u1ee5ng <strong>LLM<\/strong> v\u00e0 <strong>VLM<\/strong> \u0111\u1ec3 k\u1ebft h\u1ee3p h\u00ecnh \u1ea3nh, ng\u00f4n ng\u1eef, \n d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn v\u00e0 th\u00f4ng tin b\u1ed1i c\u1ea3nh, gi\u00fap AI hi\u1ec3u <strong>\"\u0111i\u1ec1u g\u00ec \u0111ang x\u1ea3y ra ngay l\u00fac n\u00e0y.\"<\/strong><\/p>\n <p>\n D\u1eef li\u1ec7u t\u1eeb th\u1ecb gi\u00e1c r\u00f4-b\u1ed1t, CCTV, nh\u1eadt k\u00fd ra v\u00e0o, b\u00e1o c\u00e1o v\u0103n b\u1ea3n, th\u1eddi gian v\u00e0 v\u1ecb tr\u00ed \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p th\u00f4ng qua LLM v\u00e0 VLM, \n gi\u00fap AI v\u01b0\u1ee3t qua m\u1ee9c ph\u00e1t hi\u1ec7n \u0111\u01a1n l\u1ebb \u0111\u1ec3 \u0111\u1ea1t t\u1edbi ph\u00e2n t\u00edch theo b\u1ed1i c\u1ea3nh v\u00e0 hi\u1ec3u bi\u1ebft t\u00ecnh hu\u1ed1ng.\n <\/p>\n <\/div>\n\n <!-- \uba54\uc778 \uc774\ubbf8\uc9c0 -->\n <div class=\"mm-image\">\n <img decoding=\"async\" src=\"http:\/\/solenvision.ai\/wp-content\/uploads\/2026\/01\/multi-scaled.png\" alt=\"\uba40\ud2f0\ubaa8\ub2ec \uc778\ud154\ub9ac\uc804\uc2a4\">\n <\/div>\n\n <!-- \ud575\uc2ec \uac1c\uc694 -->\n <div class=\"overview-section\">\n <h2 class=\"section-title\">T\u1ed5ng quan<\/h2>\n <p class=\"overview-intro\">L\u1ea5y c\u00f4ng ngh\u1ec7 LLM v\u00e0 VLM l\u00e0m trung t\u00e2m, Multimodal Intelligence t\u00edch h\u1ee3p:<\/p>\n \n <div class=\"overview-grid\">\n <div class=\"overview-card\">\n <div class=\"overview-icon\">\n <svg viewbox=\"0 0 24 24\"><path d=\"M23 19a2 2 0 0 1-2 2H3a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h4l2-3h6l2 3h4a2 2 0 0 1 2 2z\"\/><circle cx=\"12\" cy=\"13\" r=\"4\"\/><\/svg>\n <\/div>\n <h4>H\u00ecnh \u1ea3nh<\/h4>\n <p>Camera, th\u1ecb gi\u00e1c r\u00f4-b\u1ed1t, CCTV<\/p>\n <\/div>\n <div class=\"overview-card\">\n <div class=\"overview-icon\">\n <svg viewbox=\"0 0 24 24\"><path d=\"M14 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V8z\"\/><polyline points=\"14 2 14 8 20 8\"\/><line x1=\"16\" y1=\"13\" x2=\"8\" y2=\"13\"\/><line x1=\"16\" y1=\"17\" x2=\"8\" y2=\"17\"\/><\/svg>\n <\/div>\n <h4>Ng\u00f4n ng\u1eef<\/h4>\n <p>V\u0103n b\u1ea3n, b\u00e1o c\u00e1o, t\u00e0i li\u1ec7u<\/p>\n <\/div>\n <div class=\"overview-card\">\n <div class=\"overview-icon\">\n <svg viewbox=\"0 0 24 24\"><path d=\"M22 12h-4l-3 9L9 3l-3 9H2\"\/><\/svg>\n <\/div>\n <h4>C\u1ea3m bi\u1ebfn<\/h4>\n <p>Nh\u1eadt k\u00fd ra v\u00e0o, d\u1eef li\u1ec7u s\u1ef1 ki\u1ec7n<\/p>\n <\/div>\n <div class=\"overview-card\">\n <div class=\"overview-icon\">\n <svg viewbox=\"0 0 24 24\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><polyline points=\"12 6 12 12 16 14\"\/><\/svg>\n <\/div>\n <h4>Ng\u1eef c\u1ea3nh<\/h4>\n <p>Th\u1eddi gian, v\u1ecb tr\u00ed, m\u00f4i tr\u01b0\u1eddng<\/p>\n <\/div>\n <\/div>\n\n <p class=\"overview-desc\" style=\"display: block; max-width: 800px; margin-left: auto; margin-right: auto; text-align: center;\">\n AI k\u1ebft n\u1ed1i t\u1ea5t c\u1ea3 th\u00e0nh m\u1ed9t lu\u1ed3ng th\u1ed1ng nh\u1ea5t \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch theo ng\u1eef c\u1ea3nh v\u00e0 ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh.\n <\/p>\n <\/div>\n\n <!-- \uc8fc\uc694 \uae30\ub2a5 -->\n <div class=\"features-section\">\n <h2 class=\"section-title\">T\u00ednh n\u0103ng ch\u00ednh<\/h2>\n <div class=\"feature-list\">\n <div class=\"feature-item\">\n <h4>T\u00edch h\u1ee3p d\u1eef li\u1ec7u h\u1ee3p nh\u1ea5t<\/h4>\n <p>K\u1ebft h\u1ee3p h\u00ecnh \u1ea3nh, v\u0103n b\u1ea3n, c\u1ea3m bi\u1ebfn, nh\u1eadt k\u00fd v\u00e0 ng\u1eef c\u1ea3nh trong m\u1ed9t pipeline AI d\u1ef1a tr\u00ean LLM v\u00e0 VLM<\/p>\n <\/div>\n <div class=\"feature-item\">\n <h4>Nh\u1eadn th\u1ee9c b\u1ed1i c\u1ea3nh<\/h4>\n <p>Hi\u1ec3u to\u00e0n b\u1ed9 t\u00ecnh hu\u1ed1ng thay v\u00ec c\u00e1c s\u1ef1 ki\u1ec7n ri\u00eang l\u1ebb<\/p>\n <\/div>\n <div class=\"feature-item\">\n <h4>Suy lu\u1eadn d\u1ef1a tr\u00ean \u00fd ngh\u0129a<\/h4>\n <p>Gi\u1ea3i th\u00edch t\u00edn hi\u1ec7u h\u00ecnh \u1ea3nh v\u00e0 ng\u00f4n ng\u1eef \u0111\u1ec3 r\u00fat ra \u00fd ngh\u0129a v\u00e0 cho ph\u00e9p h\u00e0nh \u0111\u1ed9ng ph\u00f9 h\u1ee3p<\/p>\n <\/div>\n <div class=\"feature-item\">\n <h4>M\u1edf r\u1ed9ng tr\u00ean to\u00e0n h\u1ec7 sinh th\u00e1i Trace<\/h4>\n <p>\u00c1p d\u1ee5ng cho Trace ACE, Trace Watch, r\u00f4-b\u1ed1t v\u00e0 n\u1ec1n t\u1ea3ng gi\u00e1m s\u00e1t<\/p>\n <\/div>\n <\/div>\n <\/div>\n\n <!-- \uc801\uc6a9 \ubd84\uc57c -->\n <div class=\"usecases-section\">\n <h2 class=\"section-title\">L\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng<\/h2>\n <div class=\"usecase-grid\">\n <div class=\"usecase-card\">\n <div class=\"usecase-icon\">\n <svg viewbox=\"0 0 24 24\"><rect x=\"2\" y=\"3\" width=\"20\" height=\"14\" rx=\"2\" ry=\"2\"\/><line x1=\"8\" y1=\"21\" x2=\"16\" y2=\"21\"\/><line x1=\"12\" y1=\"17\" x2=\"12\" y2=\"21\"\/><\/svg>\n <\/div>\n <p>N\u1ec1n t\u1ea3ng gi\u00e1m s\u00e1t v\u00e0 an ninh th\u00f4ng minh<\/p>\n <\/div>\n <div class=\"usecase-card\">\n <div class=\"usecase-icon\">\n <svg viewbox=\"0 0 24 24\"><path d=\"M12 2a5 5 0 0 1 5 5v3a5 5 0 0 1-10 0V7a5 5 0 0 1 5-5z\"\/><path d=\"M19 10v2a7 7 0 0 1-14 0v-2\"\/><line x1=\"12\" y1=\"19\" x2=\"12\" y2=\"22\"\/><\/svg>\n <\/div>\n <p>Nh\u1eadn th\u1ee9c hi\u1ec7n tr\u01b0\u1eddng v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a b\u1eb1ng r\u00f4-b\u1ed1t<\/p>\n <\/div>\n <div class=\"usecase-card\">\n <div class=\"usecase-icon\">\n <svg viewbox=\"0 0 24 24\"><path d=\"M3 9l9-7 9 7v11a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2z\"\/><polyline points=\"9 22 9 12 15 12 15 22\"\/><\/svg>\n <\/div>\n <p>V\u1eadn h\u00e0nh t\u00f2a nh\u00e0 v\u00e0 \u0111\u00f4 th\u1ecb th\u00f4ng minh<\/p>\n <\/div>\n <div class=\"usecase-card\">\n <div class=\"usecase-icon\">\n <svg viewbox=\"0 0 24 24\"><circle cx=\"12\" cy=\"12\" r=\"3\"\/><path d=\"M19.4 15a1.65 1.65 0 0 0 .33 1.82l.06.06a2 2 0 0 1 0 2.83 2 2 0 0 1-2.83 0l-.06-.06a1.65 1.65 0 0 0-1.82-.33 1.65 1.65 0 0 0-1 1.51V21a2 2 0 0 1-2 2 2 2 0 0 1-2-2v-.09A1.65 1.65 0 0 0 9 19.4a1.65 1.65 0 0 0-1.82.33l-.06.06a2 2 0 0 1-2.83 0 2 2 0 0 1 0-2.83l.06-.06a1.65 1.65 0 0 0 .33-1.82 1.65 1.65 0 0 0-1.51-1H3a2 2 0 0 1-2-2 2 2 0 0 1 2-2h.09A1.65 1.65 0 0 0 4.6 9a1.65 1.65 0 0 0-.33-1.82l-.06-.06a2 2 0 0 1 0-2.83 2 2 0 0 1 2.83 0l.06.06a1.65 1.65 0 0 0 1.82.33H9a1.65 1.65 0 0 0 1-1.51V3a2 2 0 0 1 2-2 2 2 0 0 1 2 2v.09a1.65 1.65 0 0 0 1 1.51 1.65 1.65 0 0 0 1.82-.33l.06-.06a2 2 0 0 1 2.83 0 2 2 0 0 1 0 2.83l-.06.06a1.65 1.65 0 0 0-.33 1.82V9a1.65 1.65 0 0 0 1.51 1H21a2 2 0 0 1 2 2 2 2 0 0 1-2 2h-.09a1.65 1.65 0 0 0-1.51 1z\"\/><\/svg>\n <\/div>\n <p>Ph\u00e2n t\u00edch t\u00ecnh hu\u1ed1ng v\u00e0 h\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh b\u1eb1ng AI<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n<\/body>\n<\/html>\n\t\t\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>","protected":false},"excerpt":{"rendered":"<p>\uba40\ud2f0\ubaa8\ub2ec \uc778\ud154\ub9ac\uc804\uc2a4 – SolenVision AI Technology \uba40\ud2f0\ubaa8\ub2ec \uc778\ud154\ub9ac\uc804\uc2a4 LLM \u00b7 VLM \uae30\ubc18, \ubaa8\ub4e0 \uc815\ubcf4\ub97c \ud558\ub098\uc758 \ub9e5\ub77d\uc73c\ub85c \uc774\ud574\ud558\ub294 AI \uae30\uc220 \uba40\ud2f0\ubaa8\ub2ec \uc778\ud154\ub9ac\uc804\uc2a4\ub294 LLM(Large […]<\/p>","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1785","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/solenvision.ai\/vi\/wp-json\/wp\/v2\/pages\/1785","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/solenvision.ai\/vi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/solenvision.ai\/vi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/solenvision.ai\/vi\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/solenvision.ai\/vi\/wp-json\/wp\/v2\/comments?post=1785"}],"version-history":[{"count":20,"href":"https:\/\/solenvision.ai\/vi\/wp-json\/wp\/v2\/pages\/1785\/revisions"}],"predecessor-version":[{"id":2008,"href":"https:\/\/solenvision.ai\/vi\/wp-json\/wp\/v2\/pages\/1785\/revisions\/2008"}],"wp:attachment":[{"href":"https:\/\/solenvision.ai\/vi\/wp-json\/wp\/v2\/media?parent=1785"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}