{"id":39831,"date":"2026-03-05T13:53:03","date_gmt":"2026-03-05T05:53:03","guid":{"rendered":"https:\/\/idmakers.cn\/?p=39831"},"modified":"2026-03-05T16:05:46","modified_gmt":"2026-03-05T08:05:46","slug":"aibox-111","status":"publish","type":"post","link":"https:\/\/idmakers.cn\/index.php\/2026\/03\/05\/aibox-111\/","title":{"rendered":"\u6570\u636e\u9a71\u52a8\uff1a\u5b6a\u751f\u6a21\u578b\u4e0e\u786c\u4ef6\u7ea7\u4ea4\u4e92"},"content":{"rendered":"

\u5f15\u8a00\uff1a<\/strong>\u5de5\u4e1aAI\u5e94\u7528\u6b63\u4ece\u201c\u4e91\u7aef\u63a8\u7406\u201d\u5411\u201c\u8fb9\u7f18\u5b9e\u6548\u201d\u52a0\u901f\u8f6c\u5316\uff0c\u5176\u9a71\u52a8\u529b\u6839\u690d\u4e8e\u5bf9\u5b9e\u65f6\u6027\u3001\u6570\u636e\u5b89\u5168\u6027\u4e0e\u7f51\u7edc\u53ef\u9760\u6027\u7684\u4e25\u82db\u8981\u6c42\u3002\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0c\u7b97\u529b\u8bc4\u4f30\u7684\u6838\u5fc3\u4e0d\u518d\u662f\u7edd\u5bf9\u7684\u5cf0\u503c\u6027\u80fd\u6307\u6807\uff0c\u800c\u5e94\u805a\u7126\u4e8e\u5de5\u4e1a\u573a\u666f\u4e0b\u7684\u8ba1\u7b97\u5bc6\u5ea6\u3001\u591a\u8def\u5e76\u53d1\u7a33\u5b9a\u6027\u4e0e\u6beb\u79d2\u7ea7\u5b9e\u65f6\u54cd\u5e94\u5ef6\u8fdf\u3002\u8fb9\u7f18\u4fa7\u7b97\u529b\u91cd\u6784\u7684\u672c\u8d28\uff0c\u662f\u5728\u6709\u9650\u529f\u8017\u4e0e\u7a7a\u95f4\u7ea6\u675f\u4e0b\uff0c\u901a\u8fc7\u5f02\u6784\u8ba1\u7b97\u67b6\u6784\u4f18\u5316\u80fd\u6548\u6bd4\uff0c\u5b9e\u73b0\u611f\u77e5\u3001\u51b3\u7b56\u4e0e\u63a7\u5236\u7684\u95ed\u73af\u3002<\/span><\/p>\n

\u6280\u672f\u5206\u6790\uff1a\u5de5\u4e1a\u7ea7\u5f02\u6784\u67b6\u6784\u7684\u5de5\u7a0b\u5b9e\u73b0<\/h2>\n

ARM\u5904\u7406\u5668\u7684\u4efb\u52a1\u8c03\u5ea6\uff1a\u5e73\u8861\u901a\u4fe1\u3001\u8ba1\u7b97\u4e0e\u63a7\u5236<\/h4>\n

\u56db\u683864\u4f4d ARM \u9ad8\u6027\u80fd\u5904\u7406\u5668\u5728\u5de5\u4e1a\u8fb9\u7f18\u4fa7\u626e\u6f14\u7740\u901a\u7528\u8ba1\u7b97\u4e0e\u4efb\u52a1\u8c03\u5ea6\u7684\u6838\u5fc3\u89d2\u8272\u3002\u5728\u5904\u7406\u5de5\u4e1a\u901a\u4fe1\u534f\u8bae\uff08\u5982 OPC UA\u3001MQTT\uff09\u65f6\uff0c\u5176\u591a\u6838\u67b6\u6784\u5141\u8bb8\u5c06\u534f\u8bae\u6808\u5904\u7406\u3001\u6570\u636e\u89e3\u6790\u4e0eAI\u63a8\u7406\u4efb\u52a1\u8fdb\u884c\u7ebf\u7a0b\u7ea7\u9694\u79bb\u4e0e\u8d1f\u8f7d\u5747\u8861\u3002\u76f8\u8f83\u4e8e\u5355\u4e00\u4efb\u52a1\u9971\u548c\uff0c\u8fd9\u79cd\u8c03\u5ea6\u7b56\u7565\u80fd\u591f\u6709\u6548\u51cf\u5c11\u4e2d\u65ad\u5ef6\u8fdf\uff0c\u4fdd\u8bc1\u5728\u89c6\u9891\u6d41\u6301\u7eed\u63a5\u5165\u3001\u6a21\u578b\u63a8\u7406\u4e0e\u7cfb\u7edf\u63a7\u5236\u6307\u4ee4\u4e0b\u53d1\u7b49\u591a\u4efb\u52a1\u5e76\u53d1\u573a\u666f\u4e0b\u7684\u7cfb\u7edf\u786e\u5b9a\u6027\u3002\u5176\u4ef7\u503c\u5728\u4e8e\u4e3a\u4e0a\u5c42\u5e94\u7528\u63d0\u4f9b\u4e86\u7a33\u5b9a\u7684\u5b9e\u65f6\u8ba1\u7b97\u57fa\u5ea7\uff0c\u907f\u514d\u56e0\u901a\u7528\u8ba1\u7b97\u8d44\u6e90\u4e89\u62a2\u5bfc\u81f4\u7684AI\u63a8\u7406\u6d41\u6c34\u7ebf\u963b\u585e\u3002<\/p>\n

NPU\u63a8\u7406\u77e9\u9635\u7684\u6570\u5b66\u903b\u8f91\uff1a\u91cf\u5316\u52a0\u901f\u4e0e\u5e76\u53d1\u652f\u6491<\/h4>\n

\u72ec\u7acb\u7684NPU\u5355\u5143\u63d0\u4f9b\u4e8664 TOPS \/ 108 TOPS (INT8) \u7684\u53cc\u6863\u4f4d\u53ef\u914d\u7f6e\u7b97\u529b\u3002\u8be5\u7b97\u529b\u77e9\u9635\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5176\u9488\u5bf9\u5377\u79ef\u3001\u77e9\u9635\u4e58\u52a0\u7b49\u6df1\u5ea6\u5b66\u4e60\u7b97\u5b50\u7684\u786c\u4ef6\u7ea7\u4f18\u5316\u3002\u5728INT8\u91cf\u5316\u7cbe\u5ea6\u4e0b\uff0c\u8be5\u7b97\u529b\u80fd\u591f\u652f\u649116\u8def\u4ee5\u4e0a\u9ad8\u6e05\u89c6\u9891\u6d41\u7684\u5e76\u53d1\u5206\u6790\u3002\u5176\u5185\u90e8\u6570\u636e\u901a\u8def\u4e0e\u8ba1\u7b97\u5355\u5143\u7ecf\u8fc7\u4e13\u95e8\u8bbe\u8ba1\uff0c\u786e\u4fdd\u591a\u8def\u89c6\u9891\u6570\u636e\u7ecfVPU\u89e3\u7801\u540e\uff0c\u80fd\u4ee5\u9ad8\u541e\u5410\u3001\u4f4e\u5ef6\u8fdf\u7684\u65b9\u5f0f\u9988\u5165NPU\u8fdb\u884c\u5e76\u884c\u63a8\u7406\uff0c\u6709\u6548\u907f\u514d\u4e86\u56e0\u5171\u4eab\u603b\u7ebf\u5e26\u5bbd\u4e0d\u8db3\u800c\u5bfc\u81f4\u7684\u6570\u636e\u62e5\u585e\u3002\u8fd9\u79cd\u4e13\u7528\u52a0\u901f\u67b6\u6784\u5c06CPU\u4ece\u7e41\u91cd\u7684AI\u8ba1\u7b97\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u662f\u5b9e\u73b0\u9ad8\u5e76\u53d1\u5b9e\u65f6\u5206\u6790\u7684\u6280\u672f\u57fa\u77f3\u3002<\/p>\n

\u9ad8\u5e26\u5bbd\u5b58\u50a8\u7684\u4ef7\u503c\uff1a\u4fdd\u969c\u6a21\u578b\u52a0\u8f7d\u4e0e\u6570\u636e\u541e\u5410\u7684\u5b58\u7b97\u4e00\u81f4\u6027<\/h4>\n

\u91c7\u75288GB\/16GB LPDDR4X\u9ad8\u5e26\u5bbd\u5185\u5b58\uff0c\u5176\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u63d0\u5347\u4e86\u6570\u636e\u541e\u5410\u7387\u4e0e\u964d\u4f4e\u4e86\u8bbf\u95ee\u5ef6\u8fdf\u3002\u5728\u5de5\u4e1aAI\u573a\u666f\u4e2d\uff0c\u8fd9\u76f4\u63a5\u4f53\u73b0\u5728\u4e24\u4e2a\u65b9\u9762\uff1a\u5176\u4e00\uff0c\u52a0\u901f\u5927\u578b\u89c6\u89c9\u6a21\u578b\u6743\u91cd\u4ece\u5b58\u50a8\u4ecb\u8d28\u5230\u8ba1\u7b97\u5355\u5143\u7684\u52a0\u8f7d\u901f\u5ea6\uff0c\u51cf\u5c11\u6a21\u578b\u5207\u6362\u6216\u521d\u59cb\u5316\u5e26\u6765\u7684\u5ef6\u8fdf\uff1b\u5176\u4e8c\uff0c\u5728\u89c6\u9891\u6d41\u5e76\u53d1\u5904\u7406\u65f6\uff0c\u9ad8\u5e26\u5bbd\u786e\u4fdd\u4e86\u539f\u59cb\u5e27\u6570\u636e\u3001\u4e2d\u95f4\u7279\u5f81\u56fe\u4ee5\u53ca\u63a8\u7406\u7ed3\u679c\u5728CPU\u3001NPU\u3001VPU\u4e4b\u95f4\u7684\u9ad8\u901f\u4ea4\u6362\uff0c\u7ef4\u6301\u4e86\u201c\u5b58\u7b97\u4e00\u81f4\u6027\u201d\u3002\u91cf\u5316\u5206\u6790\u8868\u660e\uff0c\u76f8\u8f83\u4e8e\u4f4e\u5e26\u5bbd\u5185\u5b58\u65b9\u6848\uff0cLPDDR4X\u80fd\u591f\u5c06\u7aef\u5230\u7aef\u63a8\u7406\u65f6\u5ef6\u964d\u4f4e15%-30%\uff0c\u8fd9\u5bf9\u4e8e\u8981\u6c42\u6beb\u79d2\u7ea7\u54cd\u5e94\u7684\u95ed\u73af\u63a7\u5236\u7cfb\u7edf\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

\"\u6709\u9650\u8d44\u6e90\u4e0b\u7684\u9ad8\u6548\u8fd0\u884c\"<\/p>\n

\u6df1\u5ea6\u8bc4\u6d4b\uff1a\u9488\u5bf9\u91cd\u5ea6 AI \u573a\u666f\u7684\u6027\u80fd\u9a8c\u8bc1<\/h2>\n

\u5e76\u53d1\u89e3\u7801\u6027\u80fd\uff1aVPU\u786c\u89e3\u7801\u5355\u5143\u7684\u5206\u6d41\u6548\u5e94<\/h4>\n

16+\u8def\u9ad8\u6e05\u89c6\u9891\u786c\u7f16\u89e3\u7801\u80fd\u529b\u662f\u8fbe\u6210\u9ad8\u5e76\u53d1\u7684\u5148\u51b3\u6761\u4ef6\u3002\u96c6\u6210\u7684\u786c\u89e3\u7801\u5355\u5143\uff08VPU\uff09\u80fd\u591f\u5168\u6743\u8d1f\u8d23H.264\/H.265\u7b49\u683c\u5f0f\u7684\u89c6\u9891\u6d41\u89e3\u7801\uff0c\u5c06\u539f\u59cb\u7684\u7801\u6d41\u6570\u636e\u76f4\u63a5\u8f6c\u6362\u4e3a\u53ef\u4f9bNPU\u5904\u7406\u7684\u5f20\u91cf\u683c\u5f0f\uff0c\u6574\u4e2a\u8fc7\u7a0b\u4e0d\u5360\u7528CPU\u6838\u5fc3\u8d44\u6e90\u3002\u5b9e\u6d4b\u8868\u660e\uff0c\u572816\u8def1080p@30fps\u89c6\u9891\u6d41\u5e76\u53d1\u63a5\u5165\u7684\u573a\u666f\u4e0b\uff0cCPU\u8d1f\u8f7d\u7387\u53ef\u7ef4\u6301\u572820%\u4ee5\u4e0b\uff0c\u786e\u4fdd\u6709\u5145\u8db3\u7684\u8ba1\u7b97\u4f59\u91cf\u5904\u7406\u534f\u8bae\u901a\u4fe1\u3001\u4e1a\u52a1\u903b\u8f91\u4e0e\u7cfb\u7edf\u8c03\u5ea6\u4efb\u52a1\uff0c\u4ece\u800c\u4fdd\u969c\u4e86\u7cfb\u7edf\u5728\u957f\u671f\u9ad8\u8d1f\u8f7d\u4e0b\u7684\u7a33\u5b9a\u6027\u3002<\/p>\n

\u5927\u6a21\u578b\u4e0e AI Agent \u9002\u914d\uff1a\u8fb9\u7f18\u8f7b\u91cf\u5316\u4e0e\u9884\u52a0\u8f7d\u7b56\u7565<\/h4>\n

\u5728\u8fb9\u7f18\u7aef\u6709\u9650\u7684\u5185\u5b58\u7a7a\u95f4\u5185\u8fd0\u884c\u5de5\u4e1aAI Agent\uff0c\u9700\u89e3\u51b3\u6a21\u578b\u4f53\u79ef\u4e0e\u6027\u80fd\u7684\u5e73\u8861\u95ee\u9898\u3002\u57fa\u4e8e\u4e0a\u8ff0\u9ad8\u5e26\u5bbd\u5185\u5b58\u67b6\u6784\uff0c\u53ef\u5b9e\u65bd\u6a21\u578b\u9884\u52a0\u8f7d\u4e0e\u52a8\u6001\u8c03\u5ea6\u7b56\u7565\uff1a\u5c06\u9ad8\u9891\u4f7f\u7528\u7684\u8f7b\u91cf\u5316\u68c0\u6d4b\u6a21\u578b\uff08\u5982YOLO\u7cfb\u5217\u91cf\u5316\u7248\uff09\u5e38\u9a7b\u5185\u5b58\uff1b\u5bf9\u4e8e\u66f4\u5927\u89c4\u6a21\u7684\u5206\u7c7b\u6216\u5206\u5272\u6a21\u578b\uff0c\u5219\u5229\u7528\u5feb\u901f\u5b58\u50a8IO\u8fdb\u884c\u6309\u9700\u52a0\u8f7d\u3002NPU\u5bf9INT8\u91cf\u5316\u7684\u826f\u597d\u652f\u6301\uff0c\u4f7f\u5f97\u5728\u53ef\u63a5\u53d7\u7684\u7cbe\u5ea6\u635f\u5931\u5185\uff08\u901a\u5e38<1%\uff09\uff0c\u6a21\u578b\u4f53\u79ef\u4e0e\u8ba1\u7b97\u91cf\u5f97\u4ee5\u5927\u5e45\u538b\u7f29\uff0c\u4ece\u800c\u572864\/108 TOPS\u7b97\u529b\u4e0b\u5b9e\u73b0\u591a\u4e2aAI Agent\u7684\u5e76\u884c\u6216\u5feb\u901f\u5207\u6362\u6267\u884c\u3002<\/p>\n

\u8fb9\u7f18\u4fa7\u6e32\u67d3\u4e0e\u5c55\u793a\uff1a\u53cc HDMI 4K \u5f02\u663e\u4e0e\u56fe\u5f62\u5904\u7406\u7a33\u5b9a\u6027<\/h4>\n

\u53ccHDMI 4K\u5f02\u663e\u8f93\u51fa\u80fd\u529b\uff0c\u4f7f\u5f97\u5355\u53f0\u8bbe\u5907\u53ef\u540c\u65f6\u9a71\u52a8\u73b0\u573aHMI\u89e6\u6478\u5c4f\u4e0e\u8fdc\u7a0b3D\u6570\u5b57\u5b6a\u751f\u770b\u677f\u3002\u96c6\u6210\u7684GPU\/\u663e\u793a\u5355\u5143\u80fd\u591f\u72ec\u7acb\u8d1f\u8d23\u56fe\u5f62\u6e32\u67d3\u4efb\u52a1\uff0c\u4f8b\u5982\u5c06AI\u5206\u6790\u7ed3\u679c\uff08\u5982 bounding box\u3001\u544a\u8b66\u4fe1\u606f\uff09\u53e0\u52a0\u5230\u5b9e\u65f6\u89c6\u9891\u6d41\u4e0a\uff0c\u6216\u5728\u53e6\u4e00\u5c4f\u4e0a\u6d41\u7545\u6e32\u67d3\u57fa\u4e8eWebGL\u76843D\u5de5\u5382\u6a21\u578b\u3002\u8fd9\u79cd\u76f4\u9a71\u80fd\u529b\u907f\u514d\u4e86\u989d\u5916\u7684\u56fe\u5f62\u5904\u7406\u8bbe\u5907\uff0c\u7b80\u5316\u4e86\u7cfb\u7edf\u67b6\u6784\u3002\u5728\u6301\u7eed\u8f93\u51fa4K\u5206\u8fa8\u7387\u7684\u9ad8\u4fdd\u771f\u5de5\u4e1a\u56fe\u5f62\u754c\u9762\u65f6\uff0c\u5e27\u7387\u53ef\u7a33\u5b9a\u572860fps\uff0c\u786e\u4fdd\u4e86\u76d1\u63a7\u4e0e\u8fd0\u7ef4\u4eba\u5458\u7684\u4ea4\u4e92\u4f53\u9a8c\u4e0e\u51b3\u7b56\u6548\u7387\u3002<\/p>\n

\u6570\u636e\u901a\u8def\u4f18\u5316\uff1a\u7aef\u5230\u7aef\u4f4e\u5ef6\u8fdf\u5b9e\u73b0<\/h4>\n

\u4ece\u201c\u89c6\u9891\u91c7\u96c6\u201d\u5230\u201c\u63a8\u7406\u51b3\u7b56\u201d\u518d\u5230\u201c\u63a7\u5236\u8f93\u51fa\u201d\u7684\u7aef\u5230\u7aef\u5ef6\u8fdf\uff0c\u662f\u8861\u91cf\u5de5\u4e1aAI\u76d2\u5b50\u6027\u80fd\u7684\u5173\u952e\u3002\u82af\u7247\u5185\u90e8\u7684\u9ad8\u901f\u4e92\u8054\u603b\u7ebf\uff08\u5982NOC\uff09\u5c06VPU\u3001NPU\u3001CPU\u3001GPU\u53ca\u5916\u90e8I\/O\uff08\u5982GPIO\uff09\u7d27\u5bc6\u8fde\u63a5\uff0c\u5b9e\u73b0\u4e86\u6570\u636e\u6d41\u7684\u201c\u6700\u77ed\u8def\u5f84\u201d\u4f20\u8f93\u3002\u4ee5\u5b89\u5168\u5149\u5e55\u89e6\u53d1\u62cd\u7167\u68c0\u6d4b\u4e3a\u4f8b\uff1a\u89e6\u53d1\u4fe1\u53f7\u901a\u8fc7GPIO\u8f93\u5165\uff0cCPU\u5373\u65f6\u54cd\u5e94\u5e76\u8c03\u5ea6VPU\u6293\u62cd\uff0c\u56fe\u50cf\u6570\u636e\u901a\u8fc7\u5185\u90e8\u603b\u7ebf\u76f4\u901aNPU\u63a8\u7406\uff0c\u7ed3\u679c\u518d\u7531CPU\u901a\u8fc7GPIO\u6216\u7f51\u7edc\u63a5\u53e3\u53d1\u51fa\u63a7\u5236\u4fe1\u53f7\u3002\u6574\u4e2a\u6d41\u7a0b\u53ef\u4f18\u5316\u81f3\u5341\u6beb\u79d2\u7ea7\uff0c\u6ee1\u8db3\u4e86\u9ad8\u901f\u4ea7\u7ebf\u5bf9\u5b9e\u65f6\u95ed\u73af\u63a7\u5236\u7684\u8981\u6c42\u3002<\/p>\n

\"AI\u89c6\u89c9\u8bc6\u522b\"<\/p>\n

\u5e94\u7528\u573a\u666f\uff1a\u57fa\u4e8e\u7b97\u529b\u67b6\u6784\u7684\u4e1a\u52a1\u8fde\u7eed\u6027<\/h2>\n

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 <\/p>\n

\n

\"\u5de5\u4e1aAI\u89c6\u89c9\u8bc6\u522b\u76d2\u5b50\"<\/p>\n

\n

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\n

\u7acb\u5373\u54a8\u8be2<\/a><\/p>\n

\u66f4\u591a\u65b9\u6848\u2026<\/a><\/strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u66f4\u591a\u4ea7\u54c1\u2026<\/strong><\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n

 <\/p>\n

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