{"id":46683,"date":"2026-05-11T10:10:21","date_gmt":"2026-05-11T02:10:21","guid":{"rendered":"https:\/\/idmakers.cn\/?p=46683"},"modified":"2026-05-11T10:10:21","modified_gmt":"2026-05-11T02:10:21","slug":"edge_ai-65","status":"publish","type":"post","link":"https:\/\/idmakers.cn\/index.php\/2026\/05\/11\/edge_ai-65\/","title":{"rendered":"\u8fb9\u7f18AI\u89c6\u89c9\u89e3\u51b3\u65b9\u6848\uff1a\u4ece\u5f02\u6784\u7b97\u529b\u67b6\u6784\u5230\u5de5\u4e1a\u7ea7\u4e1a\u52a1\u843d\u5730\u7684\u5de5\u7a0b\u5b9e\u8df5"},"content":{"rendered":"

\u5f15\u8a00\uff1a<\/strong><\/span>\u8fb9\u7f18AI\u89c6\u89c9\u89e3\u51b3\u65b9\u6848\u6b63\u5728\u4ece\u6982\u5ff5\u9a8c\u8bc1\u8d70\u5411\u89c4\u6a21\u5316\u90e8\u7f72\uff0c\u5176\u6838\u5fc3\u6311\u6218\u5728\u4e8e\u5982\u4f55\u5728\u6709\u9650\u529f\u8017\u4e0e\u4e25\u82db\u73af\u5883\u4e0b\u5e73\u8861\u7b97\u529b\u3001\u5e26\u5bbd\u4e0e\u5b9e\u65f6\u6027\u3002\u672c\u6587\u57fa\u4e8e\u4e00\u5957\u5178\u578b\u5de5\u4e1a\u7ea7\u5f02\u6784\u8ba1\u7b97\u5e73\u53f0\u2014\u2014\u642d\u8f7d\u56db\u683864\u4f4dARM\u9ad8\u6027\u80fd\u5904\u7406\u5668\u3001\u72ec\u7acbNPU\uff08\u53ef\u900964 TOPS\u6216108 TOPS INT8\uff09\u30018\/16GB LPDDR4X\u9ad8\u5e26\u5bbd\u5185\u5b58\u3001\u652f\u630116+\u8def\u9ad8\u6e05\u89c6\u9891\u786c\u4ef6\u7f16\u89e3\u7801\u53ca\u53ccHDMI 4K\u5f02\u663e\u2014\u2014\u4ece\u82af\u7247\u67b6\u6784\u51fa\u53d1\uff0c\u9010\u5c42\u62c6\u89e3\u5176\u7b97\u529b\u8f93\u51fa\u673a\u5236\uff0c\u5e76\u901a\u8fc7\u5b9e\u6d4b\u6570\u636e\u8bc4\u4f30\u5728\u9884\u6d4b\u6027\u7ef4\u62a4\u3001AI\u8d28\u68c0\u7b49\u573a\u666f\u4e2d\u7684\u63a8\u7406\u65f6\u5ef6\u3001\u91cf\u5316\u635f\u5931\u4e0e\u4e1a\u52a1\u8fde\u7eed\u6027\uff0c\u6700\u7ec8\u7ed9\u51fa\u9762\u5411\u5de5\u4e1a\u96c6\u6210\u7684\u67b6\u6784\u5efa\u8bae\u3002<\/p>\n

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

\u8ba1\u7b97\u5355\u5143\uff1a\u591a\u7ebf\u7a0b\u5e76\u53d1\u4e0e\u4e2d\u65ad\u54cd\u5e94<\/h3>\n

\u8be5\u5e73\u53f0\u91c7\u7528\u56db\u683864\u4f4dARM Cortex-A\u7cfb\u5217\u5904\u7406\u5668\uff0c\u4e3b\u9891\u53ef\u8fbe2.2GHz\u3002\u4e0e\u6d88\u8d39\u7ea7ARM\u5904\u7406\u5668\u4e0d\u540c\uff0c\u5de5\u4e1a\u7ea7\u7248\u672c\u901a\u8fc7\u589e\u5f3a\u578b\u4e2d\u65ad\u63a7\u5236\u5668\uff08GIC-500\uff09\u652f\u6301\u591a\u8fbe224\u4e2a\u786c\u4ef6\u4e2d\u65ad\u6e90\uff0c\u786e\u4fdd\u5b9e\u65f6\u4efb\u52a1\uff08\u5982EtherCAT\u901a\u4fe1\u3001\u4f20\u611f\u5668\u89e6\u53d1\uff09\u7684\u5fae\u79d2\u7ea7\u54cd\u5e94\u3002\u5728\u5178\u578b\u591a\u7ebf\u7a0b\u8d1f\u8f7d\u4e0b\uff0cL1\/L2\u7f13\u5b58\u547d\u4e2d\u7387\u4fdd\u6301\u572895%\u4ee5\u4e0a\uff0c\u6709\u6548\u51cf\u5c11\u4e86\u5185\u5b58\u8bbf\u95ee\u5ef6\u8fdf\u3002<\/p>\n

\"\u5de5\u4e1a\u8fb9\u7f18\u8ba1\u7b97\u6574\u673a\u5de5\u4e1a\u8fb9\u7f18\u8ba1\u7b97\u6574\u673a\"<\/p>\n

AI\u77e9\u9635\uff1a\u72ec\u7acbNPU\u7684\u53cc\u6863\u4f4d\u914d\u7f6e<\/h3>\n

NPU\u91c7\u7528\u5b58\u7b97\u4e00\u4f53\u67b6\u6784\uff0c\u4ee5INT8\u7cbe\u5ea6\u63d0\u4f9b64 TOPS\u6216108 TOPS\u4e24\u6863\u53ef\u9009\u3002\u901a\u8fc7\u786c\u4ef6\u91cf\u5316\uff08Quantization-Aware Training\uff09\u5de5\u5177\u94fe\uff0c\u53ef\u5c06FP32\u6a21\u578b\u8f6c\u6362\u6210INT8\u8868\u793a\uff0c\u540c\u65f6\u5c06\u6743\u91cd\u9759\u6001\u538b\u7f29\u81f3\u539f\u5927\u5c0f\u76841\/4\u3002\u5b9e\u6d4b\u8868\u660e\uff0cResNet-50\u572864 TOPS\u6a21\u5f0f\u4e0b\u7684\u63a8\u7406\u541e\u5410\u91cf\u8fbe4280 FPS\uff0c\u800c108 TOPS\u6a21\u5f0f\u4e0b\u8fbe7220 FPS\uff0c\u91cf\u5316\u635f\u5931\uff08Top-1\u7cbe\u5ea6\u4e0b\u964d\uff09\u63a7\u5236\u57280.3%\u4ee5\u5185\u3002NPU\u901a\u8fc7\u4e13\u7528AXI\u603b\u7ebf\u4e0e\u5185\u5b58\u76f4\u8fde\uff0c\u907f\u514d\u4e86CPU\u62f7\u8d1d\uff0c\u5178\u578b\u6a21\u578b\u52a0\u8f7d\u65f6\u5ef6\u4f4e\u4e8e15ms\u3002<\/p>\n

\u5b58\u50a8\u5e26\u5bbd\uff1aLPDDR4X\u5bf9\u5927\u6a21\u578b\u52a0\u8f7d\u7684\u652f\u6491<\/h3>\n

\u914d\u7f6e8GB\/16GB LPDDR4X\uff0c\u5cf0\u503c\u5e26\u5bbd\u8fbe68GB\/s\u3002\u5bf9\u4e8e\u6743\u91cd\u8d85\u8fc7500MB\u7684YOLOv5x-7.0\u6a21\u578b\uff0c\u4eceFlash\u52a0\u8f7d\u81f3NPU\u663e\u5b58\u7684\u65f6\u95f4\u4ec5\u4e3a210ms\uff0c\u8fdc\u4f4e\u4e8eDDR4\u7684340ms\u3002\u9ad8\u5e26\u5bbd\u4fdd\u8bc1\u591a\u6a21\u578b\u5e76\u884c\u5207\u6362\u65f6\u65e0\u663e\u5f0f\u6296\u52a8\u3002<\/p>\n

\u591a\u5a92\u4f53\u80fd\u529b\uff1a16+\u8def\u89c6\u9891\u786c\u89e3\u7801\u4e0e\u53cc4K\u5f02\u663e<\/h3>\n

\u96c6\u6210\u591a\u683c\u5f0fVPU\uff0c\u652f\u6301H.265\/H.264 1080P@30fps 16\u8def\u5e76\u53d1\u89e3\u7801\uff0c\u62164K@60fps 4\u8def\u540c\u65f6\u89e3\u7801\u3002\u53ccHDMI 2.0\u8f93\u51fa\u53ef\u5b9e\u73b0\u72ec\u7acb\u663e\u793a\uff1a\u4e00\u8def\u76f4\u9a71\u5de5\u4e1aHMI\uff08\u53ef\u89e6\u63a7\uff09\uff0c\u53e6\u4e00\u8def\u9a71\u52a83D\u6570\u5b57\u5b6a\u751f\u770b\u677f\u6216\u6570\u636e\u53ef\u89c6\u5316\u5927\u5c4f\uff0c\u5747\u652f\u63014K@60fps\u3002\u8be5\u8bbe\u8ba1\u907f\u514d\u4e86GPU\u5f00\u9500\uff0c\u5c06\u591a\u5a92\u4f53\u5904\u7406\u4e0eAI\u63a8\u7406\u89e3\u8026\u3002<\/p>\n

\u6df1\u5ea6\u8bc4\u6d4b\uff1a\u9488\u5bf9\u91cd\u5ea6AI\u573a\u666f\u7684\u6027\u80fd\u9a8c\u8bc1<\/h2>\n

\u9884\u6d4b\u6027\u7ef4\u62a4\uff1a\u632f\u52a8\u4fe1\u53f7\u5f02\u5e38\u68c0\u6d4b<\/h3>\n

\u573a\u666f\u63cf\u8ff0<\/strong>\uff1a\u5728\u65cb\u8f6c\u673a\u68b0\u4e0a\u90e8\u7f72\u52a0\u901f\u5ea6\u4f20\u611f\u5668\uff0c\u91c7\u96c61024\u70b9\/\u5468\u671f\u632f\u52a8\u6ce2\u5f62\uff0c\u901a\u8fc7\u8fb9\u7f18\u7aefCNN\u6a21\u578b\uff081D-CNN\uff0c12\u5c42\uff0c510K\u53c2\u6570\uff09\u8fdb\u884c\u6545\u969c\u5206\u7c7b\uff08\u6b63\u5e38\u3001\u8f74\u627f\u78e8\u635f\u3001\u4e0d\u5bf9\u4e2d\uff09\u3002
\n\u6d4b\u8bd5\u914d\u7f6e<\/strong>\uff1a64 TOPS NPU\uff0c8GB LPDDR4X\uff0c\u6a21\u578b\u91cf\u5316\u81f3INT8\u3002
\n\u7ed3\u679c<\/strong>\uff1a
\n– \u5355\u5e27\u63a8\u7406\u65f6\u5ef6\uff1a2.7ms\uff08\u542b\u9884\u5904\u7406\uff09
\n– \u541e\u5410\u91cf\uff1a3700 \u5e27\/\u79d2\uff08\u6279\u5904\u740616\uff09
\n– \u8fde\u7eed\u8fd0\u884c72\u5c0f\u65f6\u540e\uff0cNPU\u6e29\u5ea6\u7a33\u5b9a\u572858\u00b0C\uff08\u73af\u588325\u00b0C\uff09\uff0c\u65e0\u964d\u9891
\n– \u4e0eFP32\u57fa\u7ebf\u76f8\u6bd4\uff0c\u5206\u7c7b\u51c6\u786e\u7387\u753198.2%\u964d\u81f397.9%\uff0c\u91cf\u5316\u635f\u59310.3%\u5728\u5de5\u4e1a\u5bb9\u5fcd\u8303\u56f4\u5185
\n\u5206\u6790<\/strong>\uff1a\u4f4e\u63a8\u7406\u65f6\u5ef6\u4fdd\u8bc1\u6545\u969c\u9884\u8b66\u53ef\u5728\u632f\u52a8\u4fe1\u53f7\u7684\u4e00\u4e2a\u5b8c\u6574\u5468\u671f\u5185\u5b8c\u6210\uff0c\u6ee1\u8db3\u22651kHz\u91c7\u6837\u7387\u4e0b\u7684\u5b9e\u65f6\u6027\u8981\u6c42\u3002<\/p>\n

AI\u89c6\u89c9\u8d28\u68c0\uff1a16\u8def\u9ad8\u6e05\u89c6\u9891\u5e76\u53d1\u5206\u6790<\/h3>\n

\u573a\u666f\u63cf\u8ff0<\/strong>\uff1a\u67d0\u7535\u5b50\u5143\u5668\u4ef6\u4ea7\u7ebf\u9700\u5bf916\u4e2a\u5de5\u4f4d\u540c\u65f6\u8fdb\u884c\u5916\u89c2\u68c0\u6d4b\uff0c\u6bcf\u5de5\u4f4d1080P@30fps\uff0c\u91c7\u7528YOLOv5s\uff087.9M\u53c2\u6570\uff0cINT8\uff09\u8fdb\u884c\u7f3a\u9677\u8bc6\u522b\u3002
\n\u6d4b\u8bd5\u914d\u7f6e<\/strong>\uff1a108 TOPS NPU\uff0c16GB LPDDR4X\uff0c\u5168\u91cf\u89c6\u9891\u786c\u89e3\u7801\u3002
\n\u7ed3\u679c<\/strong>\uff1a
\n– \u6574\u4f53\u63a8\u7406\u541e\u5410\u91cf\uff1a16\u8def\u00d768 FPS = 1088 FPS
\n– \u7aef\u5230\u7aef\u7ba1\u7ebf\u5ef6\u8fdf\uff08\u89e3\u7801\u2192\u63a8\u7406\u2192\u7ed3\u679c\u56de\u4f20\uff09\uff1a22ms
\n– \u5355\u8def\u5e73\u5747\u529f\u8017\uff08\u542b\u89e3\u7801\uff09\uff1a9.8W\uff08NPU 5.2W\uff0cCPU 2.3W\uff0cVPU 2.3W\uff09
\n– \u4e22\u5e27\u7387\uff1a0%\uff08\u8fde\u7eed\u8fd0\u884c24\u5c0f\u65f6\uff09
\n\u5206\u6790<\/strong>\uff1aVPU\u4e0eNPU\u6d41\u6c34\u7ebf\u4f5c\u4e1a\uff0cCPU\u4ec5\u505a\u4efb\u52a1\u8c03\u5ea6\uff0c\u4f7f\u5f9716\u8def\u5e76\u53d1\u65e0\u8d44\u6e90\u4e89\u62a2\u300222ms\u5ef6\u8fdf\u8fdc\u4f4e\u4e8e\u4ea7\u7ebf\u8282\u62cd\uff08\u5178\u578b\u226550ms\uff09\uff0c\u5197\u4f59\u91cf\u5145\u8db3\u3002<\/p>\n

\u53cc4K\u5f02\u663e\u4e0eHMI\u4ea4\u4e92\u54cd\u5e94<\/h3>\n

\u573a\u666f\u63cf\u8ff0<\/strong>\uff1a\u4e3b\u5c4f\u8fd0\u884c\u57fa\u4e8eQt\u7684HMI\uff08\u5b9e\u65f6\u663e\u793a\u8bbe\u5907\u72b6\u6001\uff09\uff0c\u526f\u5c4f\u5c55\u793a3D\u4ea7\u7ebf\u6a21\u578b\u5e76\u5b9e\u65f6\u66f4\u65b0\u7f3a\u9677\u4f4d\u7f6e\u3002\u4e3b\u5c4f\u5e27\u7387\u8981\u6c4260fps\uff0c\u526f\u5c4f30fps\u3002
\n\u6d4b\u8bd5\u914d\u7f6e<\/strong>\uff1a\u53ccHDMI 4K@60fps\uff0c\u72ec\u7acb\u663e\u793a\u5185\u5b58\u5206\u914d\uff08\u4e3b\u5c4f512MB\uff0c\u526f\u5c4f256MB\uff09\u3002
\n\u7ed3\u679c<\/strong>\uff1a
\n– \u4e3b\u5c4f\u6e32\u67d3\u5e27\u7387\uff1a58~60fps
\n– \u526f\u5c4f3D\u6a21\u578b\u66f4\u65b0\u5ef6\u8fdf\uff1a<33ms\uff08\u5355\u5e27\uff09
\n– \u7cfb\u7edf\u6574\u4f53CPU\u5229\u7528\u7387\uff1a31%\uff08\u542bHMI\u3001\u901a\u4fe1\u3001NPU\u9a71\u52a8\uff09
\n\u5206\u6790<\/strong>\uff1a\u72ec\u7acb\u663e\u793a\u63a7\u5236\u5668\u907f\u514d\u5e27\u5408\u6210\u51b2\u7a81\uff0c\u53ef\u540c\u65f6\u6267\u884c\u6e32\u67d3\u4e0eAI\u63a8\u7406\uff0c\u5b9e\u73b0\u201c\u6240\u89c1\u5373\u6240\u5f97\u201d\u7684\u5b9e\u65f6\u76d1\u63a7\u4f53\u9a8c\u3002<\/p>\n

\u6781\u7aef\u73af\u5883\u7a33\u5b9a\u6027\u6d4b\u8bd5<\/h3>\n

\u6e29\u5ea6<\/strong>\uff1a\u5728-20\u00b0C\u81f3+75\u00b0C\u6e29\u7bb1\u4e2d\u8fd0\u884c48\u5c0f\u65f6\uff0c\u7cfb\u7edf\u572875\u00b0C\u65f6NPU\u964d\u9891\u81f385%\u6700\u5927\u9891\u7387\uff0c\u4f46\u63a8\u7406\u541e\u5410\u91cf\u4ecd\u4fdd\u630192%\u4ee5\u4e0a\uff0c\u65e0\u5b95\u673a\u3002
\n\u632f\u52a8<\/strong>\uff1a\u968f\u673a\u632f\u52a8\uff085~500Hz\uff0c2.0Grms\uff09\u4e0b\uff0cSSD\u8bfb\u5199\u65e0\u9519\u8bef\uff0cNPU\u63a8\u7406\u65f6\u5ef6\u6296\u52a8<5%\u3002<\/p>\n

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

\u5de5\u4e1a\u8bbe\u5907\u9884\u6d4b\u6027\u7ef4\u62a4<\/h3>\n

\u57fa\u4e8e\u4e0a\u8ff0\u5e73\u53f0\uff0c\u53ef\u5728\u5355\u4e00\u8fb9\u7f18\u8282\u70b9\u4e0a\u5b9e\u73b0\u5bf9\u6570\u5341\u53f0\u65cb\u8f6c\u673a\u68b0\u7684\u632f\u52a8\u6570\u636e\u91c7\u96c6\u3001AI\u63a8\u7406\u4e0e\u672c\u5730\u544a\u8b66\u3002\u5373\u4f7f\u4e91\u7aef\u65ad\u8fde\uff0c\u672c\u5730\u4ecd\u53ef\u57fa\u4e8e\u5386\u53f2\u6a21\u578b\u72ec\u7acb\u8fd0\u884c\uff0c\u6a21\u578b\u53ef\u901a\u8fc7U\u76d8\u6216OTA\u589e\u91cf\u66f4\u65b0\u3002\u4e1a\u52a1\u8fde\u7eed\u6027\u7531\u672c\u5730\u5b58\u50a8\u4e0e\u5b9e\u65f6\u63a8\u7406\u4fdd\u969c\u3002<\/p>\n

\u4ea7\u7ebfAI\u8d28\u68c0\u4e0e\u667a\u80fd\u5206\u62e3<\/h3>\n

16\u8def\u89c6\u9891\u786c\u89e3\u7801\u80fd\u529b\u4f7f\u4e00\u4e2a\u8fb9\u7f18\u8282\u70b9\u5373\u53ef\u8986\u76d6\u6574\u6761\u4ea7\u7ebf\u7684\u89c6\u89c9\u68c0\u6d4b\u70b9\u3002\u53ccHDMI\u5f02\u663e\u5141\u8bb8\u64cd\u4f5c\u5458\u540c\u65f6\u67e5\u770b\u68c0\u6d4b\u7ed3\u679c\u548c3D\u7f3a\u9677\u5206\u5e03\uff0c\u800c\u65e0\u9700\u989d\u5916PC\u3002\u7ed3\u5408PLC\u534f\u8bae\uff08\u5982Profinet\uff09\uff0c\u53ef\u5c06\u7f3a\u9677\u5750\u6807\u76f4\u63a5\u4e0b\u53d1\u7ed9\u673a\u68b0\u624b\uff0c\u5b9e\u73b0\u95ed\u73af\u5206\u62e3\u3002<\/p>\n

\u667a\u80fd\u5de1\u68c0\u673a\u5668\u4eba<\/h3>\n

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\u4ece\u201c\u5546\u7528\u7ea7\u201d\u5230\u201c\u5de5\u4e1a\u7ea7\u201d\u7684\u5de5\u7a0b\u533a\u522b<\/h3>\n

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\n– \u5bbd\u6e29\u8bbe\u8ba1<\/strong>\uff1a-20\u00b0C\u81f3+75\u00b0C\uff0c\u7535\u5bb9\u5747\u9009\u7528\u5de5\u4e1a\u7ea7-55\u00b0C~+125\u00b0C\u3002
\n– \u7535\u6e90\u6ce2\u52a8\u5bb9\u5fcd<\/strong>\uff1aDC 9~36V\u8f93\u5165\uff0c\u652f\u6301\u6389\u7535\u4fdd\u62a4\uff0cUPS\u63a5\u53e3\u53ef\u9009\u3002
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\u7ed3\u8bba<\/h2>\n

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\n

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

\n

\u5de5\u4e1a\u7ea7AI\u89c6\u89c9\u8fb9\u7f18\u8ba1\u7b97\u76d2\u5b50<\/a><\/h2>\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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