{"id":21537,"date":"2023-11-22T04:45:00","date_gmt":"2023-11-22T11:45:00","guid":{"rendered":"https:\/\/ambiq.com\/blog\/20-20-%e7%9a%84%e8%a8%88%e7%ae%97%e6%a9%9f%e8%a6%96%e8%a6%ba%e7%a0%94%e7%a9%b6\/"},"modified":"2025-11-09T09:05:49","modified_gmt":"2025-11-09T16:05:49","slug":"a-20-20-look-into-computer-vision","status":"publish","type":"blog","link":"https:\/\/ambiq.com\/tw\/blog\/a-20-20-look-into-computer-vision\/","title":{"rendered":"20\/20 \u7684\u8a08\u7b97\u6a5f\u8996\u89ba\u7814\u7a76"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1344\" height=\"768\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2023\/11\/Generated-Image-October-06-2025-12_26AM.png\" alt=\"\" class=\"wp-image-26579\" style=\"width:800px\" title=\"\" srcset=\"\/wp-content\/uploads\/2023\/11\/Generated-Image-October-06-2025-12_26AM.png 1344w, \/wp-content\/uploads\/2023\/11\/Generated-Image-October-06-2025-12_26AM-150x86.png 150w\" sizes=\"auto, (max-width: 1344px) 100vw, 1344px\" \/><\/figure>\n<\/div>\n<p>\u5927\u591a\u6578\u4eba\u73fe\u5728\u5e38\u5e38\u5728\u6c92\u6709\u610f\u8b58\u5230\u7684\u60c5\u6cc1\u4e0b\u5b9a\u671f\u4f7f\u7528\u8907\u96dc\u7684\u96fb\u8166\u8996\u89ba\u6280\u8853\u3002 \u904e\u53bb\u9700\u8981\u5bc6\u78bc\u6216\u6307\u7d0b\u7684\u5bc6\u78bc\u8eab\u4efd\u9a57\u8b49\u7b49\u5167\u5bb9\u73fe\u5728\u53ea\u9700\u770b\u4e00\u773c\u60a8\u7684\u667a\u80fd\u624b\u6a5f\u5373\u53ef\u3002  <\/p>\n\n<p>40% \u7684\u7f8e\u570b\u4eba\u6bcf\u5929\u81f3\u5c11\u4f7f\u7528\u4e00\u500b\u61c9\u7528\u7a0b\u5e8f\u4f7f\u7528\u9762\u90e8\u751f\u7269\u8b58\u5225\u548c\u9762\u90e8\u8b58\u5225\u6280\u8853\uff0c\u5728 18 \u81f3 34 \u6b72\u4eba\u7fa4\u4e2d\uff0c\u9019\u4e00\u6bd4\u4f8b\u589e\u52a0\u5230 75%<sup>1<\/sup>\u3002 \u9810\u8a08\u5230 2030 \u5e74\uff0c\u5168\u7403\u96fb\u8166\u8996\u89ba\u5e02\u5834\u5c07\u4ee5 19.6% \u7684\u6307\u6578\u8907\u5408\u5e74\u6210\u9577\u7387\u6210\u9577<sup> 2<\/sup>\uff0c\u5176\u4ed6\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u64f4\u5927\u4e86\u7576\u4eca\u96fb\u8166\u8996\u89ba\u6280\u8853\u7684\u53ef\u80fd\u6027\u7bc4\u570d\u3002  <\/p>\n\n<p>\u5f9e\u89e3\u9396\u667a\u6167\u578b\u624b\u6a5f\u5230\u5728\u6a5f\u5834\u4f7f\u7528\u81c9\u90e8\u6383\u63cf\u5100\uff0c\u96fb\u8166\u8996\u89ba\u6280\u8853\u6b63\u5728\u8fc5\u901f\u878d\u5165\u6211\u5011\u7684\u65e5\u5e38\u751f\u6d3b\u3002  <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-computer-vision-nbsp\"><strong>\u4ec0\u9ebc\u662f\u96fb\u8166\u8996\u89ba\uff1f  <\/strong><\/h2>\n\n<p>\u8a08\u7b97\u6a5f\u8996\u89ba\u662f\u8a08\u7b97\u6a5f\u79d1\u5b78\u548c <a href=\"https:\/\/ambiq.com\/tw\/blog\/yeah-but-what-is-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eba\u5de5\u667a\u80fd<\/a> \u7684\u4e00\u500b\u5b50\u9818\u57df\uff0c\u5b83\u5229\u7528\u8a08\u7b97\u6a5f\u548c\u7cfb\u7d71\u5f9e\u5716\u50cf\u4e2d\u6536\u96c6\u6709\u610f\u7fa9\u7684\u4fe1\u606f\u3002\u96fb\u8166\u8996\u89ba\u5f9e\u5f71\u50cf\u4e2d\u63a8\u65b7\u8cc7\u6599\u4ee5\u505a\u51fa\u6c7a\u7b56\u3002\u5176\u6700\u7d42\u76ee\u6a19\u662f\u6b63\u78ba\u8b58\u5225\u7269\u9ad4\u548c\u4eba\u4ee5\u63a1\u53d6\u9069\u7576\u7684\u884c\u52d5\uff0c\u4f8b\u5982\u5728\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\u4e2d\u907f\u958b\u4eba\u884c\u9053\u4e0a\u7684\u884c\u4eba\u6216\u6e96\u78ba\u8b58\u5225\u53ef\u4ee5\u89e3\u9396\u624b\u6a5f\u7684\u667a\u6167\u578b\u624b\u6a5f\u7528\u6236\u3002    <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-how-does-computer-vision-work-nbsp\"><strong>\u96fb\u8166\u8996\u89ba\u5982\u4f55\u904b\u4f5c\uff1f  <\/strong><\/h2>\n\n<p>\u96fb\u8166\u8996\u89ba\u6280\u8853\u65e8\u5728\u6a21\u4eff\u4eba\u8166\u8b58\u5225\u8996\u89ba\u8a0a\u606f\u7684\u904e\u7a0b\u3002 \u5229\u7528\u6a21\u5f0f\u8b58\u5225\uff0c\u5b83\u5438\u6536\u8f38\u5165\uff0c\u5c07\u5176\u6a19\u8a18\u70ba\u5c0d\u8c61\uff0c\u4e26\u627e\u5230\u7522\u751f\u719f\u6089\u5716\u50cf\u7684\u6a21\u5f0f\u3002 \u8a08\u7b97\u6a5f\u8996\u89ba\u81f4\u529b\u65bc\u5f9e\u5716\u50cf\u4e2d\u7372\u53d6\u542b\u7fa9\uff0c\u540c\u6642\u5c0d\u73fe\u5be6\u4e16\u754c\u7684\u8996\u89ba\u6578\u64da\u9032\u884c\u7de8\u76ee\u3002  <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-the-history-of-computer-vision-nbsp\"><strong>\u96fb\u8166\u8996\u89ba\u7684\u6b77\u53f2  <\/strong><\/h2>\n\n<p>\u8207\u4eba\u5de5\u667a\u6167\u7684\u8a31\u591a\u9818\u57df\u4e00\u6a23\uff0c\u96fb\u8166\u8996\u89ba\u7684\u9996\u6b21\u5617\u8a66\u767c\u751f\u5728\u5e7e\u5341\u5e74\u524d\u3002 \u5728 1960 \u5e74\u4ee3\uff0c\u7814\u7a76\u4eba\u54e1\u4f7f\u7528\u6f14\u7b97\u6cd5\u4f86\u8655\u7406\u548c\u5206\u6790\u8996\u89ba\u8cc7\u6599\u3002 \u5230\u4e86 1970 \u5e74\u4ee3\uff0c\u9019\u9805\u6280\u8853\u5728\u5716\u50cf\u8655\u7406\u548c\u6a21\u5f0f\u50b5\u52d9\u8b58\u5225\u65b9\u9762\u8b8a\u5f97\u66f4\u52a0\u6e96\u78ba\u3002  <\/p>\n\n<p>\u5728\u63a5\u4e0b\u4f86\u7684\u5e7e\u5341\u5e74\u88e1\uff0c\u79d1\u5b78\u5bb6\u5011\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u70ba\u5927\u591a\u6578\u96fb\u8166\u8996\u89ba\u6280\u8853\u63d0\u4f9b\u52d5\u529b\uff0c\u6700\u7d42\u5be6\u73fe\u4e86\u7576\u6642\u6700\u5927\u7684\u7a81\u7834\u4e4b\u4e00\uff0c\u5373 Viola-Jones \u81c9\u90e8\u5075\u6e2c\u6f14\u7b97\u6cd5\u3002 \u8a72\u6f14\u7b97\u6cd5\u81f3\u4eca\u4ecd\u88ab\u7528\u4f5c\u6838\u5fc3\u6a5f\u5668\u5b78\u7fd2\u7269\u4ef6\u5075\u6e2c\u6846\u67b6\u3002 \u96a8\u8457 2000 \u5e74\u4ee3\u6280\u8853\u7684\u5feb\u901f\u9032\u6b65\uff0c\u5377\u7a4d\u795e\u7d93\u7db2\u8def\u4f7f\u96fb\u8166\u80fd\u5920\u66f4\u6e96\u78ba\u5730\u5075\u6e2c\u7269\u9ad4\u4e26\u8ffd\u8e64\u904b\u52d5\u3002  <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-real-life-applications-of-computer-vision-nbsp\"><strong>\u96fb\u8166\u8996\u89ba\u7684\u5be6\u969b\u61c9\u7528  <\/strong><\/h2>\n\n<p>\u96fb\u8166\u8996\u89ba\u6280\u8853\u6b63\u5728\u5fb9\u5e95\u6539\u8b8a\u8a31\u591a\u884c\u696d\uff0c\u5f9e\u6539\u9032\u7684\u764c\u75c7\u6aa2\u6e2c\u5230\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\u3002 \u81c9\u90e8\u8fa8\u8b58\u3001\u7269\u4ef6\u5075\u6e2c\u548c\u64f4\u589e\u5be6\u5883\u7b49\u5de5\u5177\u70ba\u73fe\u5be6\u751f\u6d3b\u4e2d\u7684\u61c9\u7528\u63d0\u4f9b\u4e86\u591a\u7a2e\u7528\u4f8b\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-autonomous-vehicles-nbsp\">\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca  <\/h3>\n\n<p>\u7279\u65af\u62c9\u662f\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\u7684\u8457\u540d\u4f8b\u5b50\uff0c\u4f46\u73fe\u4ee3\u6c7d\u8eca\u6700\u8fd1\u4e5f\u6295\u8cc7\u4e86\u4e00\u5bb6\u6df1\u5ea6\u5b78\u7fd2\u96fb\u8166\u8996\u89ba\u65b0\u5275\u516c\u53f8\uff0c\u5c07\u8a72\u6280\u8853\u61c9\u7528\u65bc\u5176\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca <sup>3<\/sup>\u3002 \u96fb\u8166\u8996\u89ba\u662f\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\u7684\u6838\u5fc3\u529f\u80fd\uff0c\u4f7f\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\u80fd\u5920\u7406\u89e3\u5468\u570d\u74b0\u5883;\u611f\u6e2c\u5668\u548c\u786c\u9ad4\u6536\u96c6\u6578\u5341\u5104\u500b\u8996\u89ba\u8cc7\u6599\u9ede\uff0c\u4ee5\u5efa\u7acb\u8eca\u5916\u767c\u751f\u7684\u60c5\u6cc1\u7684\u5f71\u50cf\u3002 \u5f9e\u505c\u8eca\u6a19\u8a8c\u5230\u9053\u8def\u4e0a\u7684\u5371\u96aa\u7269\u9ad4\uff0c\u518d\u5230\u884c\u4eba\u5230\u5176\u4ed6\u6c7d\u8eca\uff0c\u96fb\u8166\u8996\u89ba\u6f14\u7b97\u6cd5\u63d0\u9ad8\u4e86\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\u7684\u5b89\u5168\u6027\u548c\u6548\u7387\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-cancer-detection-nbsp\">\u764c\u75c7\u6aa2\u6e2c  <\/h3>\n\n<p>\u4eba\u5de5\u667a\u6167\u5728\u91ab\u7642\u4fdd\u5065\u7522\u696d\u8fc5\u901f\u767c\u5c55\uff0c\u764c\u75c7\u6aa2\u6e2c\u4e5f\u4e0d\u4f8b\u5916\u3002 X-ZELL \u662f\u4e00\u5bb6\u4f7f\u7528\u5148\u9032\u7684\u8a08\u7b97\u6a5f\u8996\u89ba\u6280\u8853\u5f9e\u5716\u50cf<sup>4<\/sup> \u5be6\u73fe\u7576\u5929\u764c\u75c7\u8a3a\u65b7\u7684\u516c\u53f8\u3002 \u96fb\u8166\u8996\u89ba\u4f7f\u7528\u5148\u9032\u7684\u6f14\u7b97\u6cd5\u548c\u6a5f\u5668\u5b78\u7fd2\u4f86\u5206\u6790 X \u5149\u3001MRI \u548c CT \u6383\u63cf\u7b49\u91ab\u5b78\u5f71\u50cf\uff0c\u4ee5\u66f4\u6e96\u78ba\u5730\u8b58\u5225\u6f5b\u5728\u7684\u764c\u75c7\u8de1\u8c61\u3002 \u96fb\u8166\u8996\u89ba\u900f\u904e\u5927\u91cf\u8cc7\u6599\u96c6\u9032\u884c\u5b78\u7fd2\uff0c\u5b83\u53ef\u4ee5\u6e96\u78ba\u8b58\u5225\u4eba\u985e\u53ef\u80fd\u96e3\u4ee5\u5bdf\u89ba\u7684\u5fae\u5999\u6a21\u5f0f\u548c\u7279\u5fb5\u3002 \u5728\u91ab\u7642\u4fdd\u5065\u9818\u57df\uff0c\u9019\u53ef\u4ee5\u6539\u5584\u60a3\u8005\u7684\u6cbb\u7642\u6548\u679c\uff0c\u52a0\u5f37\u6cbb\u7642\uff0c\u4e26\u6700\u7d42\u633d\u6551\u751f\u547d\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-security-in-schools-and-public-areas-nbsp\">\u5b78\u6821\u548c\u516c\u5171\u5340\u57df\u7684\u4fdd\u5b89  <\/h3>\n\n<p>\u70ba\u4e86\u63d0\u9ad8\u5b78\u6821\u548c\u516c\u5171\u5340\u57df\u7684\u5b89\u5168\u6027\uff0cVisio.ai \u5c07\u908a\u7de3\u904b\u7b97\u8207\u88dd\u7f6e\u4e0a\u7684\u6a5f\u5668\u5b78\u7fd2\u548c\u8907\u96dc\u7684\u8996\u89ba\u7cfb\u7d71\u76f8\u7d50\u5408<sup>5<\/sup>\u3002 \u5f9e\u6a5f\u5834\u4eba\u6d41\u91cf\u5927\u7684\u8d70\u9053\u5230\u5927\u5b78\u548c\u5b78\u6821\u7684\u5165\u4fb5\u5075\u6e2c\uff0c\u6df1\u5ea6\u5b78\u7fd2\u667a\u6167\u53ef\u4ee5\u8207\u5e38\u898b\u7684\u76e3\u63a7\u651d\u5f71\u6a5f\u7d50\u5408\uff0c\u5229\u7528\u81c9\u90e8\u8fa8\u8b58\u5206\u6790\u4f86\u6e2c\u91cf\u60c5\u7dd2\u4e26\u5075\u6e2c\u53ef\u7591\u6d3b\u52d5\u3002 \u96fb\u8166\u8996\u89ba\u6280\u8853\u63d0\u4f9b\u4e86\u63d0\u9ad8\u5b78\u6821\u3001\u6a5f\u5834\u3001\u4ea4\u901a\u7cfb\u7d71\u7b49\u516c\u5171\u5340\u57df\u5b89\u5168\u6027\u7684\u6a5f\u6703\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-manufacturing-settings-nbsp\">\u88fd\u9020\u8a2d\u5b9a  <\/h3>\n\n<p>\u88fd\u9020\u74b0\u5883\u5145\u6eff\u4e86\u96fb\u8166\u8996\u89ba\u6280\u8853\u7684\u6a5f\u6703\uff0c\u5f9e\u54c1\u8cea\u6aa2\u9a57\u5230\u751f\u7522\u76e3\u63a7\u518d\u5230\u4f9b\u61c9\u93c8\u7269\u6d41\u3002 \u4f8b\u5982\uff0c\u5728\u54c1\u8cea\u6aa2\u6e2c\u4e2d\uff0c\u96fb\u8166\u8996\u89ba\u53ef\u4ee5\u81ea\u52d5\u5075\u6e2c\u7f3a\u9677\u3001\u522e\u75d5\u548c\u5176\u4ed6\u7570\u5e38\u60c5\u6cc1\u3002 \u900f\u904e\u7121\u7dda\u5c04\u983b\u8fa8\u8b58 \uff08RFID\uff09\uff0c\u96fb\u8166\u8996\u89ba\u6280\u8853\u53ef\u4ee5\u8ffd\u8e64\u6574\u500b\u4f9b\u61c9\u7dda\u7684\u7522\u54c1\uff0c\u512a\u5316\u5eab\u5b58\u3001\u751f\u7522\u8a08\u5283\u548c\u4ea4\u4ed8\u3002 \u5f9e\u6539\u5584\u4f9b\u61c9\u93c8\u7269\u6d41\u5230\u78ba\u4fdd\u534a\u5c0e\u9ad4\u54c1\u8cea\u4e00\u81f4\uff0c\u96fb\u8166\u8996\u89ba\u652f\u63f4\u66f4\u597d\u7684\u7167\u660e\u3001\u66f4\u597d\u7684\u7522\u54c1\u4e00\u81f4\u6027\u3001\u66f4\u9ad8\u7684\u6548\u7387\u7b49\u7b49\u3002  <\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1184\" height=\"672\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2023\/11\/Flux_Schnell_a_surreal_and_vibrant_cinematic_photo_of_A_closeu_1.jpg\" alt=\"\" class=\"wp-image-26580\" style=\"width:800px\" title=\"\" srcset=\"\/wp-content\/uploads\/2023\/11\/Flux_Schnell_a_surreal_and_vibrant_cinematic_photo_of_A_closeu_1.jpg 1184w, \/wp-content\/uploads\/2023\/11\/Flux_Schnell_a_surreal_and_vibrant_cinematic_photo_of_A_closeu_1-150x85.jpg 150w\" sizes=\"auto, (max-width: 1184px) 100vw, 1184px\" \/><\/figure>\n<\/div>\n<h2 class=\"wp-block-heading\" id=\"h-challenges-of-computer-vision-nbsp\"><strong>\u96fb\u8166\u8996\u89ba\u7684\u6311\u6230  <\/strong><\/h2>\n\n<p>\u96fb\u8166\u8996\u89ba\u548c <a href=\"https:\/\/ambiq.com\/blog\/enabling-smarter-iot-devices-with-endpoint-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u908a\u7de3\u667a\u6167<\/a> \u70ba\u95dc\u9375\u9818\u57df\u7684\u9032\u6b65\u63d0\u4f9b\u4e86\u770b\u4f3c\u7121\u9650\u7684\u6a5f\u6703\u3002\u96d6\u7136\u66f4\u5b89\u5168\u7684\u8eca\u8f1b\u548c\u66f4\u5feb\u7684\u764c\u75c7\u8a3a\u65b7\u4f3c\u4e4e\u6c92\u6709\u554f\u984c\uff0c\u4f46\u96fb\u8166\u8996\u89ba\u80cc\u5f8c\u7684\u667a\u6167\u537b\u9762\u81e8\u6311\u6230\u3002   <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-privacy-concerns-nbsp\">\u96b1\u79c1\u554f\u984c  <\/h3>\n\n<p>\u96b1\u79c1\u548c\u5b89\u5168\u662f\u9996\u8981\u554f\u984c\uff0c\u5c31\u50cf\u8a31\u591a\u4eba\u5de5\u667a\u6167\u5de5\u5177\u4e00\u6a23\u3002 \u8cc7\u6599\u5916\u6d29\u7684\u98a8\u96aa\u5f88\u9ad8\uff0c\u800c\u4e14\u654f\u611f\u7684\u6a5f\u5bc6\u8cc7\u8a0a\u5132\u5b58\u5728\u53ef\u80fd\u4e0d\u5b89\u5168\u7684\u5e73\u53f0\u4e2d\uff0c\u7db2\u8def\u72af\u7f6a\u5206\u5b50\u7684\u653b\u64ca\u52d5\u6a5f\u5f88\u9ad8\u3002 \u6d88\u8cbb\u8005\u64d4\u5fc3\u5411\u79d1\u6280\u516c\u53f8\u63d0\u4f9b\u904e\u591a\u7684\u500b\u4eba\u8cc7\u6599\uff0c\u800c\u96a8\u8457\u7db2\u8def\u72af\u7f6a\u7684\u589e\u52a0\uff0c\u96fb\u8166\u8996\u89ba\u4eba\u5de5\u667a\u6167\u5de5\u5177\u9700\u8981\u78ba\u4fdd\u5b83\u5011\u52a0\u5f37\u4e86\u9632\u79a6\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-high-costs-nbsp\">\u9ad8\u6210\u672c  <\/h3>\n\n<p>\u76ee\u524d\uff0c\u96fb\u8166\u8996\u89ba\u6280\u8853\u7684\u5be6\u65bd\u6210\u672c\u4e26\u4e0d\u4fbf\u5b9c\uff0c\u5c24\u5176\u662f\u5728\u66f4\u8907\u96dc\u7684\u7528\u4f8b\u4e2d\uff0c\u8cfc\u8cb7\u786c\u9ad4\u548c\u8edf\u9ad4\u4ee5\u53ca\u57f7\u884c\u7dad\u8b77\u7684\u6210\u672c\u5f88\u9ad8\u3002 \u6dfb\u52a0\u9700\u8981\u6e05\u7406\u3001\u5b58\u5132\u548c\u7dad\u8b77\u7684\u5927\u578b\u6578\u64da\u96c6;\u8a08\u7b97\u6a5f\u8996\u89ba\u6280\u8853\u6210\u672c\u66f4\u9ad8\u3002 \u6b64\u5916\uff0c\u9019\u4e9b\u7cfb\u7d71\u7684\u7dad\u8b77\u6210\u672c\u9ad8\u6602\uff0c\u4e26\u4e14\u9700\u8981\u9032\u884c\u9810\u6e2c\u6027\u7dad\u8b77\uff0c\u4ee5\u4fbf\u5728\u6f5b\u5728\u7684\u8a2d\u5099\u7f3a\u9677\u6210\u70ba\u66f4\u5927\u7684\u554f\u984c\u4e4b\u524d\u4fee\u5fa9\u5b83\u5011\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-lack-of-trained-experts-nbsp\">\u7f3a\u4e4f\u8a13\u7df4\u6709\u7d20\u7684\u5c08\u5bb6  <\/h3>\n\n<p>\u96d6\u7136\u96fb\u8166\u8996\u89ba\u6b63\u5728\u8fc5\u901f\u767c\u5c55\uff0c\u4f46\u5f88\u5c11\u6709\u516c\u53f8\u6216\u500b\u4eba\u64c1\u6709\u8c50\u5bcc\u7684\u5c08\u696d\u77e5\u8b58\u3002 \u8207\u4efb\u4f55\u65b0\u6280\u8853\u4e00\u6a23\uff0c\u6559\u80b2\u548c\u57f9\u8a13\u9700\u8981\u6642\u9593\u624d\u80fd\u5145\u5206\u8d95\u4e0a\u73fe\u5be6\u751f\u6d3b\u4e2d\u7684\u61c9\u7528\u3002 \u516c\u53f8\u52aa\u529b\u7559\u4f4f\u5c08\u696d\u6280\u8853\u4eba\u624d\uff0c\u96fb\u8166\u8996\u89ba\u4e5f\u4e0d\u4f8b\u5916\u3002 \u7d44\u7e54\u9084\u9700\u8981\u8a13\u7df4\u6709\u7d20\u7684\u5c08\u5bb6\uff0c\u4e86\u89e3\u4eba\u5de5\u667a\u6167\u3001\u6a5f\u5668\u5b78\u7fd2\u548c\u6df1\u5ea6\u5b78\u7fd2\u4e4b\u9593\u7684\u5dee\u7570\uff0c\u4ee5\u5145\u5206\u8a13\u7df4\u7cfb\u7d71\u3002  <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-the-future-of-computer-vision-nbsp\"><strong>\u96fb\u8166\u8996\u89ba\u7684\u672a\u4f86  <\/strong><\/h2>\n\n<p>\u96fb\u8166\u8996\u89ba\u6280\u8853\u4ecd\u8655\u65bc\u8d77\u6b65\u968e\u6bb5\uff0c\u4f46\u793e\u6703\u5df2\u7d93\u770b\u5230\u4e86\u5b83\u5728\u88fd\u9020\u3001\u6559\u80b2\u3001\u5b89\u5168\u3001 <a href=\"https:\/\/ambiq.com\/tw\/blog\/how-ai-and-iot-are-revolutionizing-retail-and-the-shopping-experience\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u96f6\u552e<\/a>\u3001\u91ab\u7642\u4fdd\u5065\u3001\u6c7d\u8eca\u884c\u696d\u7b49\u9818\u57df\u7684\u5de8\u5927\u5f71\u97ff\u3002\u96a8\u8457\u5c0d\u7269\u806f\u7db2 \uff08IoT\uff09 \u8a2d\u5099\u7684\u9700\u6c42\u4e0d\u65b7\u589e\u9577\uff0c\u6d88\u8cbb\u6027\ufffd\ufffd\ufffd\u7b97\u6a5f\u8996\u89ba\u6280\u8853\u5b58\u5728\u5927\u91cf\u6a5f\u6703\u2014\u2014\u865b\u64ec\u73fe\u5be6\u8033\u6a5f\u3001\u589e\u5f37\u73fe\u5be6\u667a\u80fd <a href=\"https:\/\/ambiq.com\/tw\/blog\/smart-glasses-enhancing-sound-smart-audio-glasses\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u773c\u93e1<\/a>\u7b49\u3002\u96a8\u8457\u786c\u9ad4\u8b8a\u5f97\u66f4\u52a0\u8907\u96dc\u4f46\u50f9\u683c\u5be6\u60e0\uff0c\u96fb\u8166\u8996\u89ba\u7a7f\u6234\u5f0f\u88dd\u7f6e\u548c\u667a\u6167\u5c0f\u5de5\u5177\u53ef\u4ee5\u6ef2\u900f\u5230\u666e\u901a\u4eba\u8eab\u4e0a\u3002\u6b64\u5916\uff0c\u96a8\u8457\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u548c\u6df1\u5ea6\u5b78\u7fd2\u7684\u52a0\u901f\uff0c\u96fb\u8166\u8996\u89ba\u6a21\u578b\u5c07\u6709\u66f4\u591a\u7684\u8f38\u5165\u53ef\u4f9b\u5b78\u7fd2\u3002     <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-how-ambiq-contributes-nbsp\"><strong>Ambiq \u5982\u4f55\u8ca2\u737b  <\/strong><\/h2>\n\n<p>\u96fb\u8166\u8996\u89ba\u6280\u8853\u9700\u8981\u80fd\u5920\u8655\u7406\u6a5f\u5668\u5b78\u7fd2\u63a8\u7406\u7684\u5d4c\u5165\u5f0f\u6676\u7247\u3002\u70ba\u4e86\u4f7f\u9019\u9805\u6280\u8853\u5728\u908a\u7de3\u8a2d\u5099\u4e0a\u5be6\u7528\uff0c\u5b83\u9700\u8981\u4ee5\u4f4e\u529f\u8017\u904b\u884c\u4e26\u4ee5\u6700\u9ad8\u6548\u7387\u904b\u884c\u3002Ambiq \u7684\u8d85\u4f4e\u529f\u8017\u7cfb\u7d71 <a href=\"https:\/\/ambiq.com\/tw\/soc\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u55ae\u6676\u7247<\/a> \uff08SoC\uff09 \u4f7f\u908a\u7de3\u8a2d\u5099\u5177\u6709\u6700\u4f73\u6027\u80fd\u548c\u80fd\u6e90\u6548\u7387\uff0c\u53ef\u4ee5\u5728\u8a2d\u5099\u4e0a\u672c\u5730\u904b\u884c\u3002    <\/p>\n\n<p>\u6211\u5011\u5728 Northern Mechatronics \uff08NMI\uff09 \u7684\u670b\u53cb\u6700\u8fd1\u5728\u4ed6\u5011\u7684\u65d7\u8266NM180100\u4e0a\u57f7\u884c\u4e86\u6578\u5b57\u8b58\u5225\uff0c\u9019\u662f\u7531 Ambiq \u7684 <a href=\"https:\/\/ambiq.com\/tw\/apollo3\/\" target=\"_blank\" rel=\"noreferrer noopener\">Apollo3 SoC<\/a> \u5be6\u73fe\u7684\u3002\u865f\u78bc\u5728\u4e0d\u5230 2 \u79d2\u7684\u6642\u9593\u5167\u88ab\u8b58\u5225\u4e26\u8fd4\u56de\u3002\u89aa\u81ea\u770b\u770b\uff1a   <\/p>\n\n<p><\/p>\n\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"NMI Delivered Local AI Inferencing on NM180100 with Ambiq Apollo3 SoC in 1.35 seconds!\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/A90yr75GBFA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n<p><strong>\u4f86\u6e90\uff1a  <\/strong><\/p>\n\n<p><sup>1<\/sup> <a href=\"https:\/\/www.cyberlink.com\/eng\/press_room\/view_4899.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u8a0a\u9023\u79d1\u6280\u65b0\u5831\u544a\u767c\u73fe\uff0c\u6bcf\u5929\u6709\u8d85\u904e 131,000,000,000 \u540d\u7f8e\u570b\u4eba\u4f7f\u7528\u81c9\u90e8\u8fa8\u8b58\uff0c\u5176\u4e2d\u8fd1\u4e00\u534a\u4eba\u6bcf\u5929\u5b58\u53d6\u4e09\u500b\u6216\u66f4\u591a\u61c9\u7528\u7a0b\u5f0f<\/a> |2022 \u5e74 11 \u6708 22 \u65e5 <br\/><sup>2 <\/sup><a href=\"https:\/\/www.grandviewresearch.com\/industry-analysis\/computer-vision-market\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">2023-2030 \u5e74\u8a08\u7b97\u6a5f\u8996\u89ba\u5e02\u5834\u898f\u6a21\u3001\u4efd\u984d\u548c\u8da8\u52e2\u5206\u6790\u5831\u544a\uff1a\u6309\u7d44\u4ef6\u3001\u7522\u54c1\u985e\u578b\u3001\u61c9\u7528\u3001\u5782\u76f4\u9818\u57df\uff08\u6c7d\u8eca\u3001\u91ab\u7642\u4fdd\u5065\u3001\u96f6\u552e\uff09\u3001\u5730\u5340\u548c\u7d30\u5206\u5e02\u5834\u9810\u6e2c<\/a> |2021 <br\/><sup>3<\/sup> <a href=\"https:\/\/www.hyundai.news\/eu\/articles\/press-releases\/hyundai-invests-in-deep-learning-computer-vision-startup-allegroai.html#:~:text=Hyundai%20expects%20to%20provide%20safer,and%20real%2Dtime%20decision%20making.\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u73fe\u4ee3\u6c7d\u8eca\u6295\u8cc7\u6df1\u5ea6\u5b78\u7fd2\u8a08\u7b97\u6a5f\u8996\u89ba\u521d\u5275 allegro.ai<\/a> |\u4e94\u670811,2018 <br\/><sup>4<\/sup> <a href=\"https:\/\/www.x-zell.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">X-\u6fa4\u723e <\/a>|2023 <br\/><sup> <a href=\"https:\/\/viso.ai\/applications\/computer-vision-in-education\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u4eba\u5de5\u667a\u6167\u8996\u89ba\u5728\u6559\u80b2\u9818\u57df\u7684 5 \u5927\u61c9\u7528<\/a> |2023<\/sup> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5927\u591a\u6578\u4eba\u73fe\u5728\u5e38\u5e38\u5728\u6c92\u6709\u610f\u8b58\u5230\u7684\u60c5\u6cc1\u4e0b\u5b9a\u671f\u4f7f\u7528\u8907\u96dc\u7684\u96fb\u8166\u8996\u89ba\u6280\u8853\u3002 \u904e\u53bb\u9700\u8981\u5bc6\u78bc\u6216\u6307\u7d0b\u7684\u5bc6\u78bc\u8eab\u4efd\u9a57\u8b49\u7b49\u5167\u5bb9\u73fe\u5728\u53ea\u9700\u770b\u4e00\u773c\u60a8\u7684\u667a\u80fd\u624b\u6a5f\u5373\u53ef\u3002 40% \u7684\u7f8e\u570b\u4eba\u6bcf\u5929\u81f3\u5c11\u4f7f\u7528\u4e00\u500b\u61c9\u7528\u7a0b\u5e8f\u4f7f\u7528\u9762\u90e8\u751f\u7269\u8b58\u5225\u548c\u9762\u90e8\u8b58\u5225\u6280\u8853\uff0c\u5728 18 \u81f3 34 \u6b72\u4eba\u7fa4\u4e2d\uff0c\u9019\u4e00\u6bd4\u4f8b\u589e\u52a0\u5230 75%1\u3002 \u9810\u8a08\u5230<\/p>\n","protected":false},"author":28,"featured_media":17400,"template":"","blog-category":[3599,3595,3594,3583],"blog-tag":[3642,3643,3644],"class_list":["post-21537","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-3599","blog-category-3595","blog-category-3594","blog-category-3583","blog-tag-3642","blog-tag--tw","blog-tag-3644"],"acf":[],"_links":{"self":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog\/21537","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/users\/28"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/media\/17400"}],"wp:attachment":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/media?parent=21537"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog-category?post=21537"},{"taxonomy":"blog-tag","embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog-tag?post=21537"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}