{"id":47722,"date":"2026-05-18T14:04:08","date_gmt":"2026-05-18T06:04:08","guid":{"rendered":"https:\/\/idmakers.cn\/?p=47722"},"modified":"2026-05-18T14:04:08","modified_gmt":"2026-05-18T06:04:08","slug":"edge_ai-74","status":"publish","type":"post","link":"https:\/\/idmakers.cn\/index.php\/2026\/05\/18\/edge_ai-74\/","title":{"rendered":"AI\u8fb9\u7f18\u8ba1\u7b97\u76d2\u5b50\u591a\u89c6\u9891\u8054\u52a8\u5b9a\u4f4d\u529f\u80fd\u6df1\u5ea6\u89e3\u6790\uff1a\u8de8\u89c6\u89d2\u8ffd\u8e2a\u4e0e\u5b9e\u65f6\u5b9a\u4f4d\u6280\u672f"},"content":{"rendered":"

\u5f15\u8a00\uff1a<\/strong><\/span>\u5728\u590d\u6742\u5de5\u4e1a\u73b0\u573a\uff0c\u5355\u4e00\u6444\u50cf\u5934\u7684\u89c6\u91ce\u5c40\u9650\u5f80\u5f80\u5bfc\u81f4\u4eba\u5458\u8f68\u8ff9\u8ffd\u8e2a\u51fa\u73b0\u76f2\u533a\uff0c\u5c24\u5176\u5728\u91cd\u5927\u5371\u9669\u6e90\u3001\u8de8\u533a\u57df\u4f5c\u4e1a\u7b49\u573a\u666f\u4e2d\uff0c\u5b89\u5168\u7ba1\u7406\u4eba\u5458\u96be\u4ee5\u5b9e\u65f6\u638c\u63e1\u4eba\u5458\u4f4d\u7f6e\u4e0e\u6d3b\u52a8\u8f68\u8ff9\u3002\u591a\u89c6\u9891\u8054\u52a8\u5b9a\u4f4d\u529f\u80fd\u901a\u8fc7\u6574\u5408\u591a\u8def\u6444\u50cf\u5934\u753b\u9762\uff0c\u5229\u7528\u8de8\u89c6\u89d2\u76ee\u6807\u5173\u8054\u4e0e\u7a7a\u95f4\u6620\u5c04\u6280\u672f\uff0c\u5b9e\u73b0\u4eba\u5458\u7684\u5b9e\u65f6\u5b9a\u4f4d\u4e0e\u5386\u53f2\u8f68\u8ff9\u8fd8\u539f\u3002\u672c\u6587\u5c06\u4ece\u68c0\u6d4b\u673a\u5236\u3001AI\u7b97\u6cd5\u903b\u8f91\u3001\u8fb9\u7f18\u7aef\u90e8\u7f72\u6d41\u7a0b\u53ca\u5178\u578b\u5e94\u7528\u573a\u666f\u56db\u4e2a\u7ef4\u5ea6\uff0c\u7cfb\u7edf\u89e3\u6790\u8fd9\u4e00\u529f\u80fd\u5982\u4f55\u4e3a\u5de5\u4e1a\u5b89\u5168\u751f\u4ea7\u63d0\u4f9b\u7cbe\u51c6\u7684\u65f6\u7a7a\u611f\u77e5\u80fd\u529b\u3002<\/p>\n

\u4e00\u3001\u68c0\u6d4b\u5bf9\u8c61\u4e0e\u7279\u5f81\u8bc6\u522b\u673a\u5236<\/h2>\n

1.1 \u591a\u89c6\u89d2\u76ee\u6807\u5173\u8054\u7684\u89c6\u89c9\u7279\u5f81\u89e3\u6790<\/h3>\n

\u8be5\u529f\u80fd\u7684\u6838\u5fc3\u68c0\u6d4b\u5bf9\u8c61\u662f\u4f5c\u4e1a\u4eba\u5458\uff0c\u4f46\u4e0e\u4f20\u7edf\u5355\u6444\u50cf\u5934\u4eba\u5458\u68c0\u6d4b\u4e0d\u540c\uff0c\u591a\u89c6\u9891\u8054\u52a8\u5b9a\u4f4d\u9700\u8981\u89e3\u51b3\u8de8\u6444\u50cf\u5934\u573a\u666f\u4e0b\u7684\u76ee\u6807\u8eab\u4efd\u4e00\u81f4\u6027\u96be\u9898\u3002\u9996\u5148\uff0c\u7cfb\u7edf\u5bf9\u6bcf\u4e2a\u6444\u50cf\u5934\u753b\u9762\u4e2d\u7684\u4eba\u5458\u8fdb\u884c\u89c6\u89c9\u7279\u5f81\u63d0\u53d6\uff0c\u5305\u62ec\u4eba\u4f53\u5916\u89c2\u7279\u5f81\uff08\u5982\u670d\u88c5\u989c\u8272\u3001\u8f6e\u5ed3\u3001\u4f53\u578b\u7b49\uff09\u548c\u8fd0\u52a8\u7279\u5f81\uff08\u5982\u6b65\u6001\u3001\u901f\u5ea6\u3001\u65b9\u5411\uff09\u3002\u8fd9\u4e9b\u7279\u5f81\u88ab\u8f6c\u5316\u4e3a\u9ad8\u7ef4\u5411\u91cf\uff0c\u7528\u4e8e\u540e\u7eed\u8de8\u6444\u50cf\u5934\u7684\u7279\u5f81\u5339\u914d\u3002\u540c\u65f6\uff0c\u6444\u50cf\u5934\u5b89\u88c5\u4f4d\u7f6e\u4e0e\u573a\u666f\u7684\u7269\u7406\u7a7a\u95f4\u4fe1\u606f\uff08\u5982\u89c6\u89d2\u91cd\u53e0\u533a\u57df\u3001\u76f8\u5bf9\u4f4d\u7f6e\u5173\u7cfb\uff09\u88ab\u9884\u5148\u6807\u5b9a\uff0c\u4e3a\u7a7a\u95f4\u5b9a\u4f4d\u63d0\u4f9b\u57fa\u51c6\u3002\u5728\u77f3\u5316\u3001\u7535\u529b\u7b49\u573a\u666f\u4e2d\uff0c\u4eba\u5458\u901a\u5e38\u7a7f\u7740\u7edf\u4e00\u5de5\u670d\uff0c\u4f46\u4e0d\u540c\u5c97\u4f4d\u53ef\u80fd\u5b58\u5728\u989c\u8272\u6216\u53cd\u5149\u6761\u5dee\u5f02\uff0c\u8fd9\u4e9b\u7279\u5f81\u6709\u52a9\u4e8e\u5728\u591a\u4e2a\u89c6\u89d2\u4e0b\u9501\u5b9a\u540c\u4e00\u76ee\u6807\u3002<\/p>\n

1.2 \u76ee\u6807\u8ddf\u8e2a\u4e2d\u7684\u884c\u4e3a\u6a21\u5f0f\u4e0e\u73af\u5883\u5e72\u6270<\/h3>\n

\u7531\u4e8e\u73b0\u573a\u73af\u5883\u590d\u6742\uff0c\u5149\u7167\u53d8\u5316\u3001\u906e\u6321\u3001\u4eba\u5458\u5bc6\u96c6\u7b49\u56e0\u7d20\u4f1a\u5bfc\u81f4\u5355\u6444\u50cf\u5934\u76ee\u6807\u4e22\u5931\u6216\u8eab\u4efd\u5207\u6362\u3002\u591a\u89c6\u9891\u8054\u52a8\u5b9a\u4f4d\u901a\u8fc7\u8de8\u89c6\u89d2\u7684\u4e92\u8865\u6027\u6765\u514b\u670d\u5e72\u6270\uff1a\u5f53\u4e00\u4e2a\u6444\u50cf\u5934\u4e2d\u7684\u76ee\u6807\u56e0\u906e\u6321\u6682\u65f6\u6d88\u5931\u65f6\uff0c\u76f8\u90bb\u6444\u50cf\u5934\u53ef\u7ee7\u7eed\u8ffd\u8e2a\uff0c\u5e76\u901a\u8fc7\u65f6\u95f4-\u7a7a\u95f4\u4e00\u81f4\u6027\u6a21\u578b\u9884\u6d4b\u76ee\u6807\u4f4d\u7f6e\u3002\u884c\u4e3a\u6a21\u5f0f\u8bc6\u522b\u4e5f\u88ab\u878d\u5165\u8ddf\u8e2a\u903b\u8f91\uff0c\u4f8b\u5982\u4eba\u5458\u6b63\u5e38\u884c\u8d70\u3001\u505c\u7559\u3001\u6298\u8fd4\u7b49\u8fd0\u52a8\u6a21\u5f0f\uff0c\u53ef\u8f85\u52a9\u5224\u65ad\u8f68\u8ff9\u7684\u5408\u7406\u6027\uff0c\u907f\u514d\u56e0\u77ed\u6682\u906e\u6321\u5bfc\u81f4\u7684\u8bef\u5224\u3002\u6b64\u5916\uff0c\u7cfb\u7edf\u4f1a\u5229\u7528\u52a8\u6001\u80cc\u666f\u5efa\u6a21\u8fc7\u6ee4\u56fa\u5b9a\u7269\u4f53\uff08\u5982\u8bbe\u5907\u3001\u652f\u67f1\uff09\u7684\u5e72\u6270\uff0c\u4ec5\u5173\u6ce8\u79fb\u52a8\u4eba\u5458\u3002<\/p>\n

\"AI\u8fb9\u7f18\u8ba1\u7b97\u76d2\u5b50\u591a\u89c6\u9891\u8054\u52a8\u5b9a\u4f4d\u529f\u80fd\u5ba3\u4f20\u56fe\"<\/p>\n

\u4e8c\u3001AI\u68c0\u6d4b\u7b97\u6cd5\u4e0e\u63a8\u7406\u673a\u5236<\/h2>\n

2.1 \u8de8\u6444\u50cf\u5934\u76ee\u6807\u5173\u8054\u4e0e\u7a7a\u95f4\u6620\u5c04\u6280\u672f<\/h3>\n

\u8be5\u529f\u80fd\u91c7\u7528\u591a\u76ee\u6807\u8ddf\u8e2a\uff08MOT\uff09\u4e0e\u8de8\u6444\u50cf\u5934\u91cd\u8bc6\u522b\uff08ReID\uff09\u76f8\u7ed3\u5408\u7684\u7b97\u6cd5\u67b6\u6784\u3002\u9996\u5148\uff0c\u5728\u6bcf\u4e2a\u6444\u50cf\u5934\u5185\uff0c\u901a\u8fc7\u76ee\u6807\u68c0\u6d4b\u6a21\u578b\uff08\u5982\u57fa\u4e8eYOLO\u7684\u8f7b\u91cf\u5316\u7f51\u7edc\uff09\u5b9e\u65f6\u5b9a\u4f4d\u4eba\u5458\u8fb9\u754c\u6846\uff0c\u5e76\u901a\u8fc7\u5361\u5c14\u66fc\u6ee4\u6ce2\u5668\u4e0e\u5308\u7259\u5229\u5339\u914d\u7b97\u6cd5\u5b9e\u73b0\u5e27\u95f4\u8ddf\u8e2a\uff0c\u751f\u6210\u5c40\u90e8\u8f68\u8ff9\u3002\u968f\u540e\uff0c\u5f53\u5c40\u90e8\u8f68\u8ff9\u5230\u8fbe\u6444\u50cf\u5934\u8fb9\u7f18\u6216\u8fdb\u5165\u91cd\u53e0\u533a\u57df\u65f6\uff0cReID\u6a21\u5757\u63d0\u53d6\u76ee\u6807\u7684\u5916\u89c2\u7279\u5f81\u4e0e\u8fd0\u52a8\u7279\u5f81\uff0c\u4e0e\u76f8\u90bb\u6444\u50cf\u5934\u4e2d\u51fa\u73b0\u7684\u5019\u9009\u8f68\u8ff9\u8fdb\u884c\u76f8\u4f3c\u5ea6\u8ba1\u7b97\u3002\u5f53\u5339\u914d\u5f97\u5206\u8d85\u8fc7\u9884\u8bbe\u9608\u503c\u4e14\u7a7a\u95f4\u4f4d\u7f6e\u7b26\u5408\u903b\u8f91\uff08\u5982\u8fde\u7eed\u8de8\u8d8a\u7269\u7406\u8fb9\u754c\uff09\u65f6\uff0c\u7cfb\u7edf\u5c06\u4e0d\u540c\u6444\u50cf\u5934\u7684\u5c40\u90e8\u8f68\u8ff9\u62fc\u63a5\u4e3a\u5b8c\u6574\u7684\u5168\u5c40\u8f68\u8ff9\uff0c\u5e76\u5229\u7528\u6807\u5b9a\u7684\u7a7a\u95f4\u5750\u6807\u6620\u5c04\u5173\u7cfb\uff0c\u8ba1\u7b97\u4eba\u5458\u5728\u4e8c\u7ef4\u5e73\u9762\u5750\u6807\u7cfb\u4e2d\u7684\u5b9e\u65f6\u4f4d\u7f6e\u3002\u8be5\u8fc7\u7a0b\u4f9d\u8d56\u8fb9\u7f18\u76d2\u5b50\u7684NPU\u5e76\u884c\u5904\u7406\u591a\u8def\u89c6\u9891\u6d41\uff0c\u4fdd\u8bc1\u6beb\u79d2\u7ea7\u54cd\u5e94\u3002<\/p>\n

2.2 \u5b9a\u4f4d\u7cbe\u5ea6\u4e0e\u62a5\u8b66\u8054\u52a8\u89c4\u5219<\/h3>\n

\u5b9a\u4f4d\u7ed3\u679c\u4ee5\u7ed3\u6784\u5316\u6570\u636e\uff08\u5982\u65f6\u95f4\u6233\u3001\u5750\u6807\u3001\u4eba\u5458ID\uff09\u5f62\u5f0f\u8f93\u51fa\u3002\u62a5\u8b66\u5224\u5b9a\u89c4\u5219\u5206\u4e3a\u4e24\u7c7b\uff1a\u4e00\u662f\u5f02\u5e38\u884c\u4e3a\u8054\u52a8\uff0c\u4f8b\u5982\u5f53\u68c0\u6d4b\u5230\u4eba\u5458\u8fdb\u5165\u5371\u9669\u533a\u57df\uff08\u5982\u9ad8\u5371\u8bbe\u5907\u65c1\uff09\u4e14\u505c\u7559\u65f6\u95f4\u8d85\u8fc7\u8bbe\u5b9a\u503c\uff0c\u7cfb\u7edf\u89e6\u53d1\u533a\u57df\u5165\u4fb5\u62a5\u8b66\uff0c\u5e76\u81ea\u52a8\u8c03\u53d6\u5173\u8054\u6444\u50cf\u5934\u753b\u9762\uff0c\u5728\u7535\u5b50\u5730\u56fe\u4e0a\u6807\u5b9a\u4f4d\u7f6e\uff1b\u4e8c\u662f\u8f68\u8ff9\u5f02\u5e38\u9884\u8b66\uff0c\u5982\u4eba\u5458\u957f\u65f6\u95f4\u9759\u6b62\uff08\u7591\u4f3c\u8dcc\u5012\uff09\u6216\u7a81\u7136\u9ad8\u901f\u79fb\u52a8\uff08\u5954\u8dd1\uff09\uff0c\u7cfb\u7edf\u53ef\u7ed3\u5408\u591a\u4e2a\u6444\u50cf\u5934\u7684\u89c2\u5bdf\u7ed3\u679c\u7efc\u5408\u5224\u65ad\uff0c\u51cf\u5c11\u8bef\u62a5\u3002\u62a5\u8b66\u4fe1\u606f\u901a\u8fc7MQTT\u6216HTTP\u534f\u8bae\u4e0a\u62a5\u81f3\u4e2d\u5fc3\u5e73\u53f0\uff0c\u540c\u65f6\u53ef\u9a71\u52a8\u73b0\u573a\u58f0\u5149\u62a5\u8b66\u5668\u53d1\u51fa\u8b66\u793a\uff0c\u5e76\u5c06\u62a5\u8b66\u89e6\u53d1\u524d\u540e5\u79d2\u7684\u89c6\u9891\u7247\u6bb5\u4e0e\u5b9a\u4f4d\u8f68\u8ff9\u4e00\u5e76\u4fdd\u5b58\uff0c\u4fbf\u4e8e\u4e8b\u540e\u8ffd\u6eaf\u3002<\/p>\n

\u4e09\u3001\u8fb9\u7f18\u7aef\u90e8\u7f72\u4e0e\u5b9e\u65f6\u8bc6\u522b\u6d41\u7a0b<\/h2>\n

3.1 \u591a\u8def\u89c6\u9891\u63a5\u5165\u4e0e\u540c\u6b65\u89e3\u7801<\/h3>\n

\u5728\u8fb9\u7f18\u90e8\u7f72\u65f6\uff0cAI\u8fb9\u7f18\u8ba1\u7b97\u76d2\u5b50\u901a\u8fc7\u4ea4\u6362\u673a\u63a5\u5165\u591a\u4e2a\u7f51\u7edc\u6444\u50cf\u5934\uff08\u901a\u5e38\u652f\u63018\u8def\u4ee5\u4e0a\u9ad8\u6e05\u89c6\u9891\uff09\uff0c\u8fd9\u4e9b\u6444\u50cf\u5934\u7684\u5b89\u88c5\u4f4d\u7f6e\u9700\u8986\u76d6\u6574\u4e2a\u76d1\u63a7\u533a\u57df\uff0c\u5e76\u4fdd\u8bc1\u76f8\u90bb\u6444\u50cf\u5934\u4e4b\u95f4\u6709\u9002\u5f53\u91cd\u53e0\u89c6\u91ce\u3002\u8bbe\u5907\u5185\u7f6e\u7684\u9ad8\u6027\u80fd\u5904\u7406\u5668\u5bf9\u5404\u8def\u89c6\u9891\u6d41\u8fdb\u884c\u5b9e\u65f6\u89e3\u7801\uff0c\u5c06H.264\/H.265\u538b\u7f29\u5e27\u8f6c\u6362\u4e3a\u672a\u538b\u7f29\u7684YUV\u6570\u636e\uff0c\u968f\u540e\u5206\u53d1\u81f3NPU\u8fdb\u884c\u63a8\u7406\u3002\u4e3a\u4e86\u786e\u4fdd\u8de8\u6444\u50cf\u5934\u65f6\u95f4\u6233\u4e00\u81f4\uff0c\u7cfb\u7edf\u901a\u8fc7NTP\u534f\u8bae\u5bf9\u8fb9\u7f18\u76d2\u5b50\u4e0e\u6444\u50cf\u5934\u8fdb\u884c\u65f6\u95f4\u540c\u6b65\uff0c\u6d88\u9664\u4e0d\u540c\u89c6\u9891\u6d41\u4e4b\u95f4\u7684\u65f6\u95f4\u504f\u5dee\uff0c\u8fd9\u662f\u540e\u7eed\u8f68\u8ff9\u62fc\u63a5\u7684\u7a7a\u95f4-\u65f6\u95f4\u5339\u914d\u57fa\u7840\u3002<\/p>\n

3.2 \u8fb9\u7f18\u63a8\u7406\u4e0e\u62a5\u8b66\u8054\u52a8\u4e0a\u62a5<\/h3>\n

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\u56db\u3001\u5178\u578b\u5de5\u4e1a\u5e94\u7528\u573a\u666f\u4e0e\u5de5\u7a0b\u4ef7\u503c<\/h2>\n

4.1 \u6838\u5fc3\u5e94\u7528\u9886\u57df<\/h3>\n

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4.2 \u5de5\u7a0b\u4ef7\u503c\u4e0e\u5b89\u5168\u6548\u76ca<\/h3>\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

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