{"id":16228,"date":"2025-08-07T16:34:23","date_gmt":"2025-08-07T08:34:23","guid":{"rendered":"https:\/\/aicats.wiki\/?p=16228"},"modified":"2025-08-07T16:34:23","modified_gmt":"2025-08-07T08:34:23","slug":"%e9%82%8a%e7%b7%a3%e8%a8%88%e7%ae%97%e5%9c%a8ai%e6%87%89%e7%94%a8%e4%b8%ad%e7%9a%845%e5%a4%a7%e5%84%aa%e5%8b%a2%e8%88%87%e5%b8%b8%e8%a6%8b%e8%aa%a4%e5%8d%80%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/aicats.wiki\/tw\/2025\/08\/07\/16228.html","title":{"rendered":"\u908a\u7de3\u8a08\u7b97\u5728AI\u61c9\u7528\u76845\u5927\u512a\u52e2\u8207\u5e38\u898b\u8aa4\u5340\u89e3\u6790"},"content":{"rendered":"

\u908a\u7de3\u8a08\u7b97<\/a><\/strong>\u5728AI<\/a>\u6642\u4ee3\u626e\u6f14\u63a8\u52d5\u6578\u64da\u5373\u6642\u8655\u7406\u3001\u964d\u4f4e\u7db2\u7d61\u58d3\u529b\u3001\u5f37\u5316\u96b1\u79c1\u8207\u5b89\u5168\u7684\u95dc\u9375\u89d2\u8272\u3002\u672c\u6587\u65b0\u805e\u5f0f\u89e3\u6790\u5176\u4e94\u5927\u6838\u5fc3\u512a\u52e2\u2014\u5ef6\u9072\u6975\u4f4e\u3001\u96b1\u79c1\u63d0\u5347\u3001\u8cc7\u6e90\u6700\u5927\u5316\u3001\u983b\u5bec\u512a\u5316\u3001\u812b\u7db2\u904b\u884c\u80fd\u529b<\/strong>\uff0c\u4e26\u91dd\u5c0d\u5e38\u898b\u8aa4\u5340\u7d66\u4e88\u89e3\u7b54\u3002\u5167\u5bb9\u66f4\u6574\u7406\u591a\u6b3e\u4ee3\u8868\u5e73\u53f0\u53ca\u5be6\u52d9\u6848\u4f8b\uff0c\u5354\u52a9\u958b\u767c\u8005\u8207\u4f01\u696d\u5f9e\u6b63\u78ba\u8996\u89d2\u628a\u63e1\u908a\u7de3AI\u6d6a\u6f6e\uff0c\u907f\u514d\u64f4\u6563\u6210\u672c\u8207\u8cc7\u5b89\u8aa4\u89e3\uff0c\u628a\u63e1\u65b0\u4e16\u4ee3\u6578\u4f4d\u7af6\u722d\u529b\u3002<\/p>\n\n\n\n

\"\u908a\u7de3\u8a08\u7b97\u5728AI\u61c9\u7528\u76845\u5927\u512a\u52e2\u8207\u5e38\u898b\u8aa4\u5340\u89e3\u6790\"<\/figure>\n\n\n\n

\u908a\u7de3\u8a08\u7b97\u5728AI\u61c9\u7528\u76845\u5927\u512a\u52e2\u8207\u5e38\u898b\u8aa4\u5340\u89e3\u6790<\/strong><\/h2>\n\n\n\n

2024\u5e746\u6708\uff0c\u4eba\u5de5\u667a\u6167\uff08AI\uff09<\/strong>\u5df2\u6ef2\u900f\u5230\u7522\u696d\u3001\u57ce\u5e02\u5230\u6211\u5011\u6bcf\u500b\u4eba\u7684\u65e5\u5e38\u751f\u6d3b\u3002\u8fd1\u5e74\u4f86\uff0c\u300c\u908a\u7de3\u8a08\u7b97\u300d\uff08Edge Computing\uff09<\/strong>\u7684\u51fa\u73fe\u6210\u70ba\u63a8\u52d5AI\u90e8\u7f72\u6548\u7387\u8207\u843d\u5730\u65b0\u65b9\u5411\u7684\u95dc\u9375\u3002\u672c\u6587\u4ee5\u65b0\u805e\u5831\u5c0e\u65b9\u5f0f\uff0c\u6df1\u5165\u89e3\u6790\u908a\u7de3\u8a08\u7b97\u5728AI\u61c9\u7528\u4e2d\u7684\u4e94\u5927\u512a\u52e2\uff0c\u540c\u6642\u8faf\u6b63\u5e38\u898b\u8aa4\u5340\uff0c\u900f\u904e\u5be6\u4f8b\u8207\u5c08\u5bb6\u89c0\u9ede\u5354\u52a9\u6b63\u78ba\u8a8d\u8b58\u908a\u7de3AI\u7684\u672a\u4f86\u8108\u52d5\u3002<\/p>\n\n\n\n

\u76ee\u9304\u7e3d\u89bd\u8868<\/h3>\n\n\n\n
\u7ae0\u7bc0<\/th>\u91cd\u9ede\u6a19\u984c<\/th><\/tr>
\u4e94\u5927\u512a\u52e2\u89e3\u6790<\/td>\u5ef6\u9072\u964d\u4f4e\u8207\u5373\u6642\u53cd\u61c9\u3001\u6578\u64da\u96b1\u79c1\u8207\u5b89\u5168\u6027\u63d0\u5347\u3001\u8cc7\u6e90\u5229\u7528\u7387\u6700\u5927\u5316\u3001\u7db2\u8def\u983b\u5bec\u58d3\u529b\u6e1b\u8f15\u3001\u96e2\u7dda\u904b\u4f5c\u80fd\u529b<\/td><\/tr>
\u908a\u7de3\u8a08\u7b97\u5e38\u898b\u8aa4\u5340\u89e3\u8b80<\/td>\u908a\u7de3\u53ea\u6709IoT\u8a2d\u5099\u7528\u5f97\u5230\u3001\u8207\u96f2\u7aef\u8a08\u7b97\u975e\u6b64\u5373\u5f7c\u3001\u53ea\u9069\u5408\u5c0f\u578bAI\u6a21\u578b\u3001\u6210\u672c\u904e\u9ad8\u3001\u8cc7\u5b89\u98a8\u96aa\u5fc5\u7136\u653e\u5927<\/td><\/tr>
\u908a\u7de3\u8a08\u7b97\u4ee3\u8868\u7522\u54c1\u53ca\u751f\u614b\u93c8<\/td>\u4e3b\u6d41\u5e73\u53f0\u8207\u5178\u578b\u90e8\u7f72\u6848\u4f8b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\n\n\n\n

\u908a\u7de3\u8a08\u7b97\u63a8\u52d5AI\u5d84\u65b0\u61c9\u7528\u5834\u666f<\/h3>\n\n\n\n

\u96a8\u8457\u5927\u898f\u6a21AI\u6a21\u578b\u65e5\u6f38\u666e\u53ca\uff0c\u908a\u7de3\u8a08\u7b97<\/strong>\u5f37\u8abf\u5c07\u6578\u64da\u8655\u7406\u300c\u62c9\u8fd1\u300d\u73fe\u5834\uff0c\u64fa\u812b\u5c0d\u96f2\u7aef\u7684\u9ad8\u4f9d\u8cf4\uff0c\u63a8\u52d5\u667a\u6167\u57ce\u5e02\u3001\u91ab\u7642\u3001\u5de5\u696d\u81ea\u52d5\u5316\u7b49\u5834\u666f\u9ad8\u6548\u904b\u884c\u3002<\/p>\n\n\n\n

\n\n\n\n

\u4e94\u5927\u512a\u52e2\u89e3\u6790<\/h3>\n\n\n\n
    \n
  1. \u5ef6\u9072\u964d\u4f4e\u8207\u5373\u6642\u53cd\u61c9<\/strong>
    \u908a\u7de3AI\u6700\u5927\u4eae\u9ede\u70ba\u6975\u4f4e\u5ef6\u9072<\/strong>\u3002\u6578\u64da\u672c\u5730\u5373\u6642\u8655\u7406\uff0c\u4e0d\u7d93\u96f2\u7aef\u5373\u53ef\u5feb\u901f\u53cd\u61c9\uff0c\u5982\u81ea\u52d5\u99d5\u99db\u3001\u5de5\u696d\u9810\u8b66\u3001AR\/VR\u61c9\u7528\u90fd\u53d7\u76ca\u986f\u8457\u3002<\/li>\n\n\n\n


  2. \u61c9\u7528\u5834\u666f
    \u96f2\u7aef\u8655\u7406\u5ef6\u9072
    \u908a\u7de3AI\u5ef6\u9072
    \u5f71\u97ff\u8aaa\u660e


    \u81ea\u52d5\u99d5\u99db
    200~500ms
    <20ms
    \u53cd\u61c9\u6162\u6050\u5c0e\u81f4\u5b89\u5168\u4e8b\u6545


    \u5373\u6642\u7ffb\u8b6f\u8a2d\u5099
    300~600ms
    <60ms
    \u5f71\u97ff\u6d41\u66a2\u9ad4\u9a57


    \u667a\u6167\u76e3\u63a7
    250ms\u4ee5\u4e0a
    10~30ms
    \u5373\u6642\u5a01\u8105\u7121\u6cd5\u5373\u523b\u53cd\u5236

    <\/li>\n\n\n\n
  3. \u6578\u64da\u96b1\u79c1\u8207\u5b89\u5168\u6027\u63d0\u5347<\/strong>
    \u672c\u5730\u8655\u7406\u8cc7\u6599\uff0c\u6578\u64da\u4e0d\u96e2\u5834<\/strong>\uff0c\u964d\u4f4e\u6d29\u6f0f\u53ca\u653b\u64ca\u98a8\u96aa\u3002\u91ab\u7642\u3001\u91d1\u878d\u7b49\u654f\u611f\u9818\u57df\u5c24\u70ba\u95dc\u9375\u3002

    \u5be6\u4f8b\uff1a<\/em> Nvidia Jetson<\/a>\u73fe\u5834\u63a8\u8ad6\u4fdd\u8b49\u91ab\u7642\u5f71\u50cf\u4e0d\u5916\u50b3\u3002<\/li>\n\n\n\n
  4. \u8cc7\u6e90\u5229\u7528\u7387\u6700\u5927\u5316<\/strong>
    \u73fe\u5834\u908a\u7de3\u8a2d\u5099\u53ef\u91dd\u5c0d\u8ca0\u8f09\u5f48\u6027\u6d3e\u9063\u904b\u7b97\u8cc7\u6e90\uff0c\u6e1b\u5c11\u9592\u7f6e\u53ca\u66b4\u885d\u554f\u984c<\/strong>\uff0c\u63d0\u5347\u6574\u9ad4\u7cfb\u7d71\u6548\u76ca\u3002<\/li>\n\n\n\n
  5. \u7db2\u8def\u983b\u5bec\u58d3\u529b\u660e\u986f\u6e1b\u8f15<\/strong>
    \u5728\u5730\u5f59\u6574\u5206\u6790\uff0c\u53ea\u4e0a\u50b3\u7cbe\u83ef\u8cc7\u8a0a\uff0c\u6d77\u91cf\u539f\u59cb\u6578\u64da\u4e0d\u5fc5\u58c5\u585e\u4e3b\u5e79\u7db2\u7d61<\/strong>\uff0c\u52a0\u5feb\u91cd\u8981\u8cc7\u6599\u6d41\u901a\u3002<\/li>\n\n\n\n
  6. \u5f37\u5316\u96e2\u7dda\u904b\u4f5c\u80fd\u529b<\/strong>
    \u5373\u4fbf\u7db2\u8def\u4e2d\u65b7\uff0c\u908a\u7de3AI\u4ecd\u80fd\u7dad\u6301\u667a\u80fd\u670d\u52d9<\/strong>\uff0c\u7279\u5225\u9069\u5408\u504f\u9060\u8fb2\u696d\u3001\u74b0\u4fdd\u76e3\u63a7\u7b49\u7121\u6cd5\u5e38\u9023\u5916\u7db2\u5834\u57df\u3002<\/li>\n<\/ol>\n\n\n\n
    \"Nvidia
    \u5716\uff0fNvidia Jetson<\/a><\/figcaption><\/figure>\n\n\n\n
    \u512a\u52e2<\/th>\u5178\u578b\u61c9\u7528\u5834\u666f<\/th><\/tr>
    \u6975\u4f4e\u5ef6\u9072<\/td>\u81ea\u52d5\u99d5\u99db\u3001\u5de5\u63a7\u53cd\u61c9<\/td><\/tr>
    \u672c\u5730\u6578\u64da\u79c1\u5bc6<\/td>\u91ab\u7642AI\u3001\u91d1\u878d\u9632\u8a50\u6b3a<\/td><\/tr>
    \u5f48\u6027\u8cc7\u6e90\u5206\u914d<\/td>\u667a\u6167\u5de5\u5ee0\u3001\u96f6\u552e\u4eba\u6d41\u5206\u6790<\/td><\/tr>
    \u983b\u5bec\u512a\u5316<\/td>AR\u5b89\u9632\u3001\u7fa4\u7d44\u8996\u8a0a<\/td><\/tr>
    \u7121\u7db2\u9023\u7e8c\u57f7\u884c<\/td>\u504f\u9060\u8fb2\u696d\u3001\u74b0\u4fdd\u76e3\u6e2c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
    \n\n\n\n

    \u908a\u7de3\u8a08\u7b97\u5e38\u898b\u4e94\u5927\u8aa4\u5340\u89e3\u8b80<\/h3>\n\n\n\n
      \n
    1. \u8aa4\u5340\uff1a\u908a\u7de3\u53ea\u9069\u7528\u65bcIoT\u8a2d\u5099<\/strong>
      \u4e8b\u5be6\uff1a\u66f4\u591a\u5d4c\u5165\u5f0f\u8207\u6d88\u8cbb\u8a2d\u5099\u7686\u53ef\u90e8\u7f72\u908a\u7de3AI<\/strong>\uff0c\u5982\u667a\u6167\u76f8\u6a5f\u3001\u5546\u7528POS\u3001\u667a\u80fd\u5bb6\u5c45\u7b49\u3002
      \u5be6\u4f8b\uff1a<\/em> Google Coral<\/a> USB Accelerator\u5ee3\u6cdb\u7528\u65bc\u76f8\u6a5f\u53ca\u81ea\u52a9\u6a5f\u3002<\/li>\n\n\n\n
    2. \u8aa4\u5340\uff1a\u908a\u7de3\u548c\u96f2\u7aef\u662f\u5c0d\u7acb\u3001\u4e92\u65a5<\/strong>
      \u4e8b\u5be6\uff1a\u4e3b\u6d41\u767c\u5c55\u8da8\u65bc\u300c\u908a\u7de3+\u96f2\u7aef\u300d\u5354\u4f5c\u6a21\u5f0f<\/strong>\uff0c\u5354\u540c\u540c\u6b65\u6a21\u578b\u53ca\u6578\u64da\u3002
      \u5be6\u4f8b\uff1a<\/em>       AWS Greengrass<\/a>\u6a19\u7aff\u67b6\u69cb\u3002<\/li>\n\n\n\n
    3. \u8aa4\u5340\uff1a\u50c5\u9069\u7528\u5c0f\u578bAI\u6a21\u578b<\/strong>
      \u4e8b\u5be6\uff1a\u73fe\u6709\u786c\u9ad4\u5df2\u53ef\u652f\u63f4\u8f03\u8907\u96dc\u63a8\u7406<\/strong>\uff0c\u5982YOLO\u3001Mobilenet\u3001BERT\u7b49\u3002\u53c3\u8003\uff1a<\/em>      Arm Ethos NPU<\/a>\u3002<\/li>\n\n\n\n
    4. \u8aa4\u5340\uff1a\u90e8\u7f72\u6210\u672c\u9ad8\uff0c\u5c0f\u578b\u4f01\u696d\u7121\u6cd5\u627f\u53d7<\/strong>
      \u4e8b\u5be6\uff1a\u4e3b\u6d41\u6a21\u7d44\u8207\u5de5\u5177\u50f9\u683c\u5927\u5e45\u964d\u4f4e\uff0c\u90e8\u7f72\u9748\u6d3b<\/strong>\u3002\u5982\u6a39\u8393\u6d3e\u3001Coral\u6210\u672c\u5df2\u53ef\u666e\u53ca\u3002<\/li>\n\n\n\n
    5. \u8aa4\u5340\uff1a\u5206\u6563\u8a08\u7b97\u5fc5\u7136\u5f15\u767c\u8cc7\u5b89\u7834\u53e3<\/strong>
      \u4e8b\u5be6\uff1a\u672c\u5730\u52a0\u5bc6\u8207\u786c\u9ad4\u9632\u8b77\u65e5\u76ca\u9032\u6b65<\/strong>\uff0c\u642d\u914d\u786c\u9ad4\u5b89\u5168\u6a21\u584a\uff0c\u654f\u611f\u8cc7\u6599\u5b89\u5168\u6709\u4fdd\u969c\u3002<\/li>\n<\/ol>\n\n\n\n
      \"Google
      \u5716\uff0fGoogle Coral\u8bbe\u5907\u5e94\u7528\u573a\u666f<\/a><\/figcaption><\/figure>\n\n\n\n
      \n\n\n\n

      \u908a\u7de3\u8a08\u7b97\u5178\u578b\u4ee3\u8868\u7522\u54c1\u8207\u751f\u614b\u93c8<\/h3>\n\n\n\n
      \u5ee0\u5546\/\u5e73\u53f0<\/th>\u5178\u578b\u7522\u54c1<\/th>\u7279\u8272\u61c9\u7528\u9818\u57df<\/th>\u7279\u8272\/\u8cc7\u6e90<\/th><\/tr>
      Nvidia<\/td>Jetson\u7cfb\u5217\uff08Nano\u3001Xavier\uff09<\/td>\u6a5f\u5668\u4eba\u3001\u667a\u6167\u57ce\u5e02<\/td>\u5f37AI\u63a8\u7406\u529b\uff0c\u652f\u63f4TensorRT<\/td><\/tr>
      Google<\/td>Coral\u677f\u5361\/\u52a0\u901f\u5668<\/td>\u667a\u6167\u651d\u5f71\u3001IoT<\/td>TPU\u52a0\u901f\uff0cTensorFlow Lite\u652f\u6301<\/td><\/tr>
      Intel<\/td>OpenVINO + NUC<\/td>\u5de5\u63a7\u3001\u91ab\u7642<\/td>\u591a\u6846\u67b6\u652f\u6301\uff0c\u5f48\u6027\u5f37<\/td><\/tr>
      AWS<\/td>Greengrass<\/td>\u5546\u696dIoT\u3001\u5bb6\u5c45<\/td>\u96f2\u908a\u5354\u540c\uff0c\u5b89\u5168\u7ba1\u7406<\/td><\/tr>
      Arm<\/td>Cortex-M\u3001Ethos NPU<\/td>\u624b\u6a5f\u3001\u7a7f\u6234\u3001\u5d4c\u5165\u5f0f<\/td>\u8d85\u4f4e\u529f\u8017\u3001\u751f\u614b\u93c8\u5ee3<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
      \"AWS
      \u5716\uff0fAWS Greengrass\u8fb9\u4e91\u534f\u4f5c<\/a><\/figcaption><\/figure>\n\n\n\n
      \"Image\"
      \u5716\uff0fARM Ethos NPU\u8fb9\u7f18AI\u786c\u4ef6<\/a><\/figcaption><\/figure>\n\n\n\n

      \u7522\u696d\u5354\u4f5c\u8207\u958b\u767c\u8cc7\u6e90<\/strong><\/p>\n\n\n\n