{"id":12542,"date":"2026-02-12T15:22:25","date_gmt":"2026-02-12T07:22:25","guid":{"rendered":"https:\/\/www.emplustech.com\/%e7%95%b6%e8%a6%96%e8%a6%ba%e8%aa%9e%e8%a8%80%e6%a8%a1%e5%9e%8b%e8%b5%b0%e5%90%91%e9%82%8a%e7%b7%a3%e7%ab%af%ef%bc%8cai-%e7%b5%82%e6%96%bc%e7%9c%9f%e6%ad%a3%e5%85%b7%e5%82%99%e5%af%a6%e6%88%b0\/"},"modified":"2026-10-06T11:13:23","modified_gmt":"2026-10-06T03:13:23","slug":"when-vision-language-models-move-to-the-edge-ai-finally-becomes-operational","status":"publish","type":"post","link":"https:\/\/www.emplustech.com\/zh\/when-vision-language-models-move-to-the-edge-ai-finally-becomes-operational\/","title":{"rendered":"\u7576\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\u8d70\u5411\u908a\u7de3\u7aef\uff0cAI \u7d42\u65bc\u771f\u6b63\u5177\u5099\u5be6\u6230\u71df\u904b\u80fd\u529b"},"content":{"rendered":"<p>\u5927\u591a\u6578\u95dc\u65bc AI 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src=\"https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/Post41_VLM-400x147.jpg\" alt=\"\" width=\"591\" height=\"217\" srcset=\"https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/Post41_VLM-400x147.jpg 400w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/Post41_VLM-1300x479.jpg 1300w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/Post41_VLM-768x283.jpg 768w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/Post41_VLM-1536x566.jpg 1536w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/Post41_VLM-430x158.jpg 430w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/Post41_VLM-700x258.jpg 700w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/Post41_VLM-150x55.jpg 150w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/Post41_VLM.jpg 1773w\" sizes=\"auto, (max-width: 591px) 100vw, 591px\" 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VLM<\/strong><\/h2>\n<p>VLM \u901a\u5e38\u8b93\u4eba\u806f\u60f3\u5230\u9f90\u5927\u7684\u96f2\u7aef AI \u6a21\u578b\u3002\u4f46\u5728\u73fe\u5be6\u4e16\u754c\u7684\u5de5\u696d\u5834\u666f\u4e2d\uff0c\u96f2\u7aef\u5e36\u4f86\u7684\u5f80\u5f80\u662f\u963b\u7919\u800c\u975e\u50f9\u503c\u3002<\/p>\n<p>\u5e38\u898b\u7684\u9650\u5236\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u5ef6\u9072\u6703\u803d\u8aa4\u95dc\u4e4e\u5b89\u5168\u81f3\u95dc\u91cd\u8981\u7684\u6c7a\u7b56<\/li>\n<li>\u6301\u7e8c\u4e32\u6d41\u5f71\u7247\u6240\u7522\u751f\u7684\u983b\u5bec\u6210\u672c<\/li>\n<li>\u6578\u64da\u4e3b\u6b0a\u8207\u96b1\u79c1\u7591\u616e<\/li>\n<li>\u9023\u7dda\u4e0d\u7a69\u5b9a\u6642\u7684\u71df\u904b\u98a8\u96aa<\/li>\n<\/ul>\n<p>\u5c0d\u65bc\u5916\u89c0\u6aa2\u6e2c\u3001\u60c5\u5883\u611f\u77e5\u6216\u73fe\u5834\u8a3a\u65b7\u7b49\u61c9\u7528\u800c\u8a00\uff0c<strong>\u7b49\u5f85\u96f2\u7aef\u56de\u61c9\u7d55\u975e\u53ef\u884c\u4e4b\u9078<\/strong>\u3002<\/p>\n<p>\u9019\u5c31\u662f\u70ba\u4ec0\u9ebc\u7576 VLM \u90e8\u7f72\u5728<strong>\u908a\u7de3\u7aef<\/strong>\u6642\uff0c\u80fd\u767c\u63ee\u9060\u5927\u65bc\u4ee5\u5f80\u7684\u5f71\u97ff\u529b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>\u908a\u7de3 AI \u5c07 VLM \u8f49\u5316\u70ba\u53ef\u57f7\u884c\u7684\u60c5\u5831<\/strong><\/h2>\n<p>\u5728\u908a\u7de3 AI \u5e73\u53f0\u4e0a\u904b\u884c VLM\uff0c\u5c07 AI \u5f9e\u55ae\u7d14\u7684\u300c\u5206\u6790\u300d\u63a8\u5411\u4e86\u300c\u57f7\u884c\u300d\u3002<\/p>\n<p>\u5728\u908a\u7de3\u7aef\uff0cVLM 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AI \u5f9e\u55ae\u7d14\u7684\u300c\u76e3\u63a7\u5de5\u5177\u300d\u8f49\u5316\u70ba\u300c<strong>\u6c7a\u7b56\u652f\u6301\u7cfb\u7d71<\/strong>\u300d\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-11791 aligncenter\" src=\"https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/VLM-400x206.png\" alt=\"\" width=\"749\" height=\"386\" srcset=\"https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/VLM-400x206.png 400w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/VLM-1300x670.png 1300w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/VLM-768x396.png 768w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/VLM-430x222.png 430w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/VLM-700x361.png 700w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/VLM-150x77.png 150w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/VLM.png 1305w\" sizes=\"auto, (max-width: 749px) 100vw, 749px\" \/><\/p>\n<h2><\/h2>\n<h2><strong>\u908a\u7de3\u7aef VLM \u767c\u63ee\u95dc\u9375\u4f5c\u7528\u7684\u5be6\u969b\u71df\u904b\u5834\u666f<\/strong><\/h2>\n<p>\u5728\u5be6\u969b\u90e8\u7f72\u4e2d\uff0c\u57fa\u65bc\u908a\u7de3\u7aef\u7684 VLM \u5176\u50f9\u503c\u5c07\u8b8a\u5f97\u986f\u800c\u6613\u898b\uff1a<\/p>\n<p><strong>\u88fd\u9020\u8207\u81ea\u52d5\u5316<\/strong><\/p>\n<ul>\n<li>\u5916\u89c0\u6aa2\u6e2c\u7cfb\u7d71\u4e0d\u50c5\u80fd\u6a19\u8a18\u7455\u75b5\uff0c\u66f4\u80fd\u89e3\u91cb\u7455\u75b5\u7522\u751f\u7684\u539f\u56e0<\/li>\n<li>\u900f\u904e\u60c5\u5883\u63a8\u7406\uff0c\u5be6\u73fe\u66f4\u5feb\u901f\u7684\u6839\u672c\u539f\u56e0\u5206\u6790<\/li>\n<li>\u6e1b\u5c11\u5c0d\u73fe\u5834\u9ad8\u5ea6\u5c08\u696d AI 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VLM \u5728\u908a\u7de3\u7aef\u5207\u5be6\u53ef\u7528<\/strong><\/h2>\n<p>\u5728\u96f2\u7aef\u4e4b\u5916\u90e8\u7f72 VLM\uff0c\u4e0d\u50c5\u50c5\u9700\u8981\u4e00\u500b\u5f37\u5927\u7684\u6a21\u578b\u3002\u5b83\u66f4\u9700\u8981\u4e00\u500b\u5c08\u70ba\u73fe\u5be6\u4e16\u754c\u5404\u7a2e\u9650\u5236\u800c\u8a2d\u8a08\u7684\u5e73\u53f0\u3002<\/p>\n<p>\u95dc\u9375\u9700\u6c42\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u5728\u6709\u9650\u7684\u529f\u8017\u8207\u6563\u71b1\u9810\u7b97\u5167\uff0c\u512a\u5316 AI \u6548\u80fd\u8868\u73fe<\/li>\n<li>\u652f\u63f4 AI \u52a0\u901f\u5668\u8207\u7570\u8cea\u904b\u7b97<\/li>\n<li>\u70ba AI \u5de5\u4f5c\u8ca0\u8f09\u63d0\u4f9b\u5b89\u5168\u555f\u52d5\u8207\u57fa\u65bc\u786c\u9ad4\u7684\u4fe1\u4efb\u6839<\/li>\n<li>\u5177\u5099\u6eff\u8db3\u5168\u5929\u5019\uff0824\/7\uff09\u904b\u4f5c\u7684\u5de5\u696d\u7d1a\u53ef\u9760\u6027<\/li>\n<\/ul>\n<p>\u9019\u6b63\u662f\u5c08\u70ba\u7279\u5b9a\u7528\u9014\u6253\u9020\u7684\u908a\u7de3 AI \u5e73\u53f0\uff0c\u5176\u8868\u73fe\u512a\u65bc\u901a\u7528\u904b\u7b97\u786c\u9ad4\u7684\u5730\u65b9\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>\u5f9e AI \u80fd\u529b\u9081\u5411 AI \u90e8\u7f72<\/strong><\/h2>\n<p>\u6574\u500b\u7522\u696d\u6b63\u5728\u8de8\u8d8a\u300cAI \u80fd\u505a\u4ec0\u9ebc\u300d\u7684\u63d0\u554f\u968e\u6bb5\uff0c\u9081\u5411\u601d\u8003\u300cAI \u61c9\u8a72\u5728\u54ea\u88e1\u904b\u884c\u300d\u3002VLM \u4ee3\u8868\u4e86 AI \u80fd\u529b\u7684\u91cd\u5927\u8e8d\u9032\uff0c\u800c\u908a\u7de3 AI \u5247\u6c7a\u5b9a\u4e86\u9019\u9805\u80fd\u529b\u80fd\u5426\u88ab\u5b89\u5168\u3001\u53ef\u9760\u4e14\u5927\u898f\u6a21\u5730\u90e8\u7f72\u3002\u5169\u8005\u7d50\u5408\uff0c\u5171\u540c\u69cb\u6210\u4e86\u4e0d\u50c5\u5f37\u5927\u3001\u66f4\u5177\u5be6\u6230\u71df\u904b\u80fd\u529b\u7684\u667a\u6167\u7cfb\u7d71\u57fa\u77f3\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-11792 aligncenter\" src=\"https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/ALL.874_S-400x198.png\" alt=\"\" width=\"485\" height=\"240\" srcset=\"https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/ALL.874_S-400x198.png 400w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/ALL.874_S-768x380.png 768w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/ALL.874_S-430x213.png 430w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/ALL.874_S-700x347.png 700w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/ALL.874_S-150x74.png 150w, https:\/\/www.emplustech.com\/wp-content\/uploads\/2026\/02\/ALL.874_S.png 1139w\" sizes=\"auto, (max-width: 485px) 100vw, 485px\" \/><\/p>\n<p>\u5728 Emplus\uff0c\u6211\u5011\u7684 <strong>Edge AI Box <\/strong>\u65e8\u5728\u586b\u88dc\u9019\u4e00\u9d3b\u6e9d\u2014\u2014\u5c07\u8996\u89ba\u8a9e\u8a00\u667a\u6167\u76f4\u63a5\u5e36\u5165\u61c9\u7528\u73fe\u5834\u3002\u900f\u904e\u5728\u908a\u7de3\u7aef\u5be6\u73fe\u512a\u5316\u7684 AI \u63a8\u7406\u3001\u5373\u6642\u8996\u89ba\u5206\u6790\u8207\u591a\u6a21\u614b\u7406\u89e3\uff0c\u5b83\u80fd\u5354\u52a9\u4f01\u696d\u5c07 AI \u5275\u65b0\u8f49\u5316\u70ba\u53ef\u843d\u5730\u90e8\u7f72\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u56e0\u70ba\u5728\u5de5\u696d\u74b0\u5883\u4e2d\uff0c\u667a\u6167\u53ea\u6709\u5728<strong>\u73fe\u5834\u3001\u5373\u6642\u4e14\u6beb\u7121\u59a5\u5354\u5730\u904b\u4f5c\u6642\uff0c\u624d\u5177\u6709\u771f\u6b63\u7684\u50f9\u503c<\/strong>\u3002<\/p>\n<p><a href=\"https:\/\/www.emplustech.com\/zh\/products\/edge-ai-box\/\">\u63a2\u7d22\u7522\u54c1\u2026<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5927\u591a\u6578\u95dc\u65bc AI 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