{"id":618,"date":"2020-08-21T16:36:13","date_gmt":"2020-08-21T08:36:13","guid":{"rendered":"http:\/\/47.94.43.119\/?p=618"},"modified":"2020-08-24T21:04:28","modified_gmt":"2020-08-24T13:04:28","slug":"%e4%ba%92%e8%81%94%e7%bd%91%e4%b8%8d%e8%89%af%e4%bf%a1%e6%81%af%e7%9b%91%e6%b5%8b%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/www.tuoming.com\/%e4%ba%92%e8%81%94%e7%bd%91%e4%b8%8d%e8%89%af%e4%bf%a1%e6%81%af%e7%9b%91%e6%b5%8b%e7%b3%bb%e7%bb%9f\/","title":{"rendered":"\u4e92\u8054\u7f51\u4e0d\u826f\u4fe1\u606f\u76d1\u6d4b\u7cfb\u7edf"},"content":{"rendered":"<p><strong>\u4e92\u8054\u7f51\u4e0d\u826f\u4fe1\u606f\u76d1\u6d4b\u7cfb\u7edf<\/strong><\/p>\n<p>\u672c\u7cfb\u7edf\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u79fb\u52a8\u4e92\u8054\u7f51\u7528\u6237\u548c\u56fa\u7f51\u7528\u6237\u7684\u4e0a\u4e0b\u884c\u5185\u5bb9\u8fdb\u884c\u5b9e\u65f6\u91c7\u96c6\u548c\u76d1\u6d4b\u3002\u6839\u636e\u7b5b\u9009\u51c6\u5219\uff0c\u5bf9\u7528\u6237\u8bbf\u95ee\u7684\u56fe\u7247\u548c\u6587\u5b57\u7684\u5185\u5bb9\u81ea\u52a8\u5ba1\u6838\uff08\u5373\u81ea\u52a8\u8bc6\u522b\uff09\uff0c\u5224\u65ad\u5176\u662f\u5426\u4e3a\u7591\u4f3c\u4e0d\u826f\u5185\u5bb9\u3002\u81ea\u52a8\u5ba1\u6838\u7b5b\u9009\u51fa\u6765\u7684\u7591\u4f3c\u4e0d\u826f\u5185\u5bb9\uff0c\u5fc5\u987b\u518d\u7ecf\u8fc7\u4eba\u5de5\u5ba1\u6838\u540e\uff0c\u624d\u80fd\u6700\u7ec8\u5224\u5b9a\u662f\u5426\u4e3a\u4e0d\u826f\u5185\u5bb9\u3002\u5bf9\u4e8e\u4eba\u5de5\u5ba1\u6838\u5224\u5b9a\u4e3a\u4e0d\u826f\u5185\u5bb9\u7684\u7f51\u7ad9\u57df\u540d\u9700\u751f\u6210\u76f8\u5e94\u7684\u5c01\u5835\u9ed1\u540d\u5355\uff0c\u53d1\u9001\u5230\u5c01\u5835\u8bbe\u5907\uff08\u57df\u540d\u7ba1\u63a7\u7cfb\u7edf\uff09\u8fdb\u884c\u5c01\u5835\u3002<\/p>\n<ol>\n<li><strong>\u4ea7\u54c1\u7279\u8272 <\/strong><\/li>\n<\/ol>\n<ul>\n<li>\u7f51\u7edc\u56fe\u50cf\u548c\u6587\u672c\u6570\u636e\u83b7\u53d6\uff0c\u652f\u6301\u722c\u866b\u6280\u672f\u548c\u7f51\u7edc\u534f\u8bae\u89e3\u6790\u6280\u672f\uff1b<\/li>\n<li>\u56fe\u50cf\u4e0e\u6587\u672c\u6570\u636e\u7684\u53bb\u91cd\uff1b<\/li>\n<li>\u8272\u60c5\u56fe\u50cf\u7684\u667a\u80fd\u8bc6\u522b\uff1b<\/li>\n<li>\u8272\u60c5\u6587\u672c\u7684\u667a\u80fd\u8bc6\u522b\uff0c\u652f\u6301\u5173\u952e\u5b57\u5339\u914d\u548c\u8bed\u4e49\u5206\u6790\uff1b<\/li>\n<li>\u9ed1\u767d\u540d\u5355\u7ba1\u7406\uff1b<\/li>\n<li>\u8bc6\u522b\u7b56\u7565\u914d\u7f6e\uff1b<\/li>\n<li>\u4e0d\u826f\u4fe1\u606f\u8bb0\u5f55\u53d6\u8bc1\uff1b<img loading=\"lazy\" class=\"aligncenter size-full wp-image-619\" src=\"https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/1-9.png\" alt=\"\" width=\"882\" height=\"274\" srcset=\"https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/1-9.png 882w, https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/1-9-300x93.png 300w, https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/1-9-768x239.png 768w\" sizes=\"(max-width: 882px) 100vw, 882px\" \/><\/li>\n<\/ul>\n<ol start=\"2\">\n<li><strong>\u7cfb\u7edf\u7ec4\u7f51\u53ca\u90e8\u7f72<\/strong><\/li>\n<\/ol>\n<p>\u672c\u7cfb\u7edf\u7531\u7f51\u7edc\u5185\u5bb9\u76d1\u6d4b\u524d\u7aef\u673a\u3001\u5185\u5bb9\u8bc6\u522b\u670d\u52a1\u5668\u3001\u4e2d\u5fc3\u5904\u7406\u670d\u52a1\u5668\u7b49\u7ec4\u6210\u3002\u524d\u7aef\u673a\u91c7\u7528\u6570\u636e\u65c1\u8def\u65b9\u5f0f\u63a5\u5165\u88ab\u76d1\u6d4b\u94fe\u8def\uff0c\u91c7\u96c6\u8fd8\u539f\u51fa\u94fe\u8def\u6570\u636e\u4e2d\u7684\u56fe\u50cf\u548c\u6587\u672c\u6570\u636e\uff0c\u540c\u65f6\u5bf9\u56fe\u50cf\u548c\u6587\u672c\u6570\u636e\u8fdb\u884c\u53bb\u91cd\u3002\u5185\u5bb9\u8bc6\u522b\u670d\u52a1\u5668\u662f\u5bf9\u524d\u7aef\u673a\u4f20\u8f93\u8fc7\u6765\u7684\u56fe\u50cf\u548c\u6587\u672c\u6570\u636e\u8fdb\u884c\u8bc6\u522b\uff0c\u5e76\u5c06\u4e2d\u6807\u7684\u56fe\u50cf\u548c\u6587\u672c\u6570\u636e\u4e0a\u4f20\u5230\u4e2d\u5fc3\u5904\u7406\u670d\u52a1\u5668\u3002\u5e94\u7528\u670d\u52a1\u5668\u5b8c\u6210\u76d1\u6d4b\u529f\u80fd\u914d\u7f6e\u3001\u6570\u636e\u7edf\u8ba1\u5206\u6790\u3001\u76d1\u6d4b\u8bb0\u5f55\u5b58\u50a8\u3001\u4eba\u5de5\u4e8c\u6b21\u5ba1\u6838\u7b49\u529f\u80fd\u3002<img loading=\"lazy\" class=\"aligncenter size-full wp-image-620\" src=\"https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/2-9.png\" alt=\"\" width=\"533\" height=\"309\" srcset=\"https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/2-9.png 533w, https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/2-9-300x174.png 300w\" sizes=\"(max-width: 533px) 100vw, 533px\" \/><\/p>\n<ol start=\"3\">\n<li><strong>\u4e3b\u8981\u529f\u80fd\u6a21\u5757<\/strong><\/li>\n<\/ol>\n<p><a name=\"_Toc463772012\"><\/a><strong>3.1 <\/strong><strong>\u4e0d\u826f\u6587\u5b57\u8bc6\u522b\u6a21\u5757<\/strong><\/p>\n<ul>\n<li>\u8bed\u4e49\u8bc6\u522b\uff1a\u80fd\u8fdb\u884c\u8bed\u5883\u5206\u6790\uff0c\u4f7f\u6587\u5b57\u4e0d\u826f\u542b\u4e49\u8bc6\u522b\u66f4\u51c6\u786e\uff1b<\/li>\n<li>\u6743\u91cd\uff1a\u4e0d\u540c\u589e\u51cf\u6743\u91cd\u7ea7\u522b\u533a\u5206\u4e0d\u540c\u8fdd\u89c4\u7a0b\u5ea6\u548c\u589e\u5f3a\u8bc6\u522b\u51c6\u786e\u7387\uff1b<\/li>\n<li>\u901a\u914d\u7b26\uff1a\u91c7\u7528\u5173\u952e\u5b57+\u901a\u914d\u7b26\u6a21\u7cca\u8bc6\u522b\u6280\u672f\uff0c\u66f4\u52a0\u5feb\u901f\u51c6\u786e\uff1b<\/li>\n<li>\u5206\u7c7b\u5b57\u5178\uff1a\u652f\u6301\u4e0d\u540c\u5173\u952e\u5b57\u5b57\u5178\uff1b\u652f\u6301 \u5c11\u6570\u6c11\u65cf\u5b57\u7b26\u96c6\uff0c\u5982\u7ef4\u3001\u85cf\u6587\u7b49\uff1b \u652f\u6301\u7684\u6587\u672c\u5185\u5bb9\u683c\u5f0f\u5305\u62ec\uff1aTXT\u3001RTF\u3001DOC\u3001PDF\u7b49\u3002<\/li>\n<\/ul>\n<p><a name=\"_Toc463772013\"><\/a><a name=\"_Toc319426561\"><\/a><a name=\"_Toc270543976\"><\/a><a name=\"_Toc270536624\"><\/a><strong>3.2 <\/strong><strong>\u56fe\u7247\u667a\u80fd\u8bc6\u522b<\/strong><strong>\u6a21\u5757<\/strong><\/p>\n<p>\u53ef\u4ee5\u8bc6\u522b\u7684\u56fe\u7247\u683c\u5f0f\u5305\u62ecJPEG\u3001JPG\u3001PNG\u3001TIFF\u3001JBIG\u3001JPEG-2000\u3001RAW\u3001PNM\u3001PPM\u3001PGM\u3001RAS\u3001MNG\u3001BMP\u3001GIF\u3001ICO\u3001TGA\u3001PCX\u3001WBMP\u3001WMF\u3001SKA\u3001SVG\u3001\u5176\u4e2d\u201cWBMP\u3001TIFF\u3001SVG \u201d\u4e3a\u751f\u50fb\u683c\u5f0f\uff0c\u8bc6\u522b\u80fd\u529b\u4e3a\u4e1a\u754c\u9886\u5148\u3002<\/p>\n<h4><a name=\"_Toc230581380\"><\/a>3.2.1 \u6837\u4f8b\u5e93\u56fe\u7247\u5206\u6790\u8bc6\u522b\uff08\u5b9e\u65f6\uff09<\/h4>\n<p>\u5bf9\u4e8e\u7279\u5b9a\u56fe\u7247\u53ef\u4ee5\u91c7\u7528\u6837\u4f8b\u5e93\u56fe\u7247\u5206\u6790\u6280\u672f\uff0c\u5373\u7531\u7528\u6237\u624b\u5de5\u5728\u6837\u4f8b\u5e93\u4e2d\u6dfb\u52a0\u8be5\u56fe\u7247\uff0c\u7cfb\u7edf\u901a\u8fc7\u5148\u8fdb\u7684\u56fe\u7247\u6458\u8981\u6280\u672f\u53ef\u4ee5\u81ea\u52a8\u7684\u8bc6\u522b\u4efb\u4f55\u4e0e\u8be5\u6837\u4f8b\u5e93\u56fe\u7247\u7279\u5f81\u76f8\u7b26\u7684\u56fe\u7247\u3002<\/p>\n<p>\u5728\u4e0b\u5217\u6761\u4ef6\u4e0b\uff0c\u5206\u6790\u8bc6\u522b\u7684\u51c6\u786e\u7387\u53ef\u4ee5\u8d85\u8fc790%\uff1a<\/p>\n<p>\u660e\u6697\u4eae\u5ea6\u4fee\u6539\u572850%\u4ee5\u5185\uff1b<\/p>\n<p>\u6309\u6bd4\u4f8b\u653e\u5927\u7f29\u5c0f\u5728300%\u4ee5\u5185\uff1b<\/p>\n<p>\u4e0d\u6309\u6bd4\u4f8b\u62c9\u4f38\u5728300%\u4ee5\u5185\uff1b<\/p>\n<p>\u5728\u539f\u56fe\u7684\u57fa\u7840\u4e0a\u589e\u52a0\u6216\u5220\u9664\u4e0d\u8d85\u8fc730%\u7684\u5185\u5bb9\u3002<\/p>\n<p>\u5bf9\u4e8e\u548c\u5176\u4ed6\u56fe\u7247\u53e0\u52a0\u3001\u8986\u76d6\u4ee5\u53ca\u91cd\u590d\u66dd\u5149\u7684\u60c5\u51b5\u4e0b\uff0c\u7cfb\u7edf\u7684\u6458\u8981\u7b97\u6cd5\u540c\u6837\u53ef\u4ee5\u9ad8\u6548\u7684\u8fdb\u884c\u5206\u6790\u3002\u5728\u6837\u4f8b\u5e93\u56fe\u7247\u4fdd\u7559\u660e\u663e\u7684\u539f\u6709\u7279\u5f81\u7684\u60c5\u51b5\u4e0b\uff0c\u8bc6\u522b\u51c6\u786e\u7387\u53ef\u4ee5\u8d85\u8fc790%\u3002<\/p>\n<h4>3.2.2 \u9ec4\u8272\u56fe\u7247\u667a\u80fd\u8bc6\u522b\u5224\u5b9a<\/h4>\n<p>\u7cfb\u7edf\u521b\u65b0\u6027\u5730\u91c7\u7528\u4e86\u201c\u57fa\u4e8e\u5185\u5bb9\u7684\u56fe\u50cf\u8bc6\u522b\u6280\u672f\u201d\uff0c\u5efa\u7acb\u4e86\u4eba\u5de5\u667a\u80fd\u7684\u56fe\u50cf\u8bc6\u522b\u6570\u5b66\u6a21\u578b\uff0c\u6839\u636e\u6807\u51c6\u80a4\u8272\u3001\u59ff\u6001\u7279\u5f81\u5e93\u76f4\u63a5\u5bf9\u56fe\u50cf\u8fdb\u884c\u5224\u65ad\uff0c\u800c\u4e0d\u662f\u548c\u73b0\u6709\u56fe\u50cf\u5e93\u8fdb\u884c\u7b80\u5355\u7684\u5bf9\u6bd4\uff0c\u5bf9\u8272\u60c5\u56fe\u50cf\u7684\u8bc6\u522b\u7387\u5927\u4e8e90%\uff0c\u6210\u529f\u5b9e\u73b0\u4e86\u53d8\u88ab\u52a8\u9632\u5fa1\u72b6\u6001\u4e3a\u771f\u6b63\u4e3b\u52a8\u8fc7\u6ee4\uff0c\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8fc7\u6ee4\u7684\u6709\u6548\u6027\u3002<img loading=\"lazy\" class=\"aligncenter size-full wp-image-623\" src=\"https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/5-4.png\" alt=\"\" width=\"413\" height=\"182\" srcset=\"https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/5-4.png 413w, https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/5-4-300x132.png 300w\" sizes=\"(max-width: 413px) 100vw, 413px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u9ec4\u8272\u56fe\u7247\u8bc6\u522b\u5173\u952e\u6280\u672f-\u89c6\u89c9\u6307\u7eb9\u8bc6\u522b\u6280\u672f\uff1a\u89c6\u89c9\u6307\u7eb9\u8bc6\u522b\u6280\u672f\u4e3a\u5ba2\u6237\u7aef\u63d0\u4f9b\u4e86\u81ea\u52a8\u7504\u522b\u56fe\u7247\u548c\u89c6\u9891\u5185\u5bb9\u7684\u65b9\u6cd5\u3002\u7cfb\u7edf\u6bcf\u5929\u80fd\u7504\u522b\u4e0a\u5343\u4e07\u5f20\u56fe\u7247\u6216\u6570\u4e07\u5c0f\u65f6\u89c6\u9891\u3002\u89c6\u89c9\u6307\u7eb9\u8bc6\u522b\u6280\u672f\u4f7f\u7528\u7ec6\u5fae\u800c\u81f4\u5bc6\u7684\u89c6\u89c9\u6307\u7eb9\uff0c\u4ece\u6bcf\u4e00\u4e2a\u56fe\u7247\/\u5e27\u4e2d\u63d0\u53d6\u51fa\u51e0\u767e\u4e2a\u6307\u7eb9\u3002<\/p>\n<h4>3.2.3 \u56fe\u7247\u6587\u5b57\u8bc6\u522b<\/h4>\n<p>\u9488\u5bf9\u5f69\u4fe1\u56fe\u7247\u4e2d\u7684\u6587\u5b57\u4fe1\u606f\uff0c\u8fdb\u884c\u6587\u5b57\u63d0\u53d6\u548c\u8bc6\u522b\uff0c\u4ee5\u786e\u8ba4\u56fe\u7247\u5185\u5bb9\u662f\u5426\u5408\u6cd5\uff0c\u5176\u4e2dOCR\u8bc6\u522b\u6280\u672f\u9488\u5bf9\u6587\u5b57\u989c\u8272\u5355\u4e00\uff0c\u5927\u5c0f\u4e0d\u56fa\u5b9a\uff0c\u80cc\u666f\u4e0d\u56fa\u5b9a\u7b49\u56e0\u7d20\u5f71\u54cd\u7684\u60c5\u51b5\u4e0b\uff0c\u53ef\u4ee5\u652f\u6301\u4ee5\u4e0b\u6027\u80fd\uff1a<\/p>\n<p>\u652f\u6301\u76ee\u524d\u5404\u79cd\u4e3b\u6d41\u7684\u5b57\u4f53\uff1b<\/p>\n<p>\u652f\u6301\u6a2a\u5e45\u3001\u56fe\u7247\u6587\u5b57\u8bc6\u522b\uff1b<\/p>\n<p>\u8bc6\u522b\u738790%\u5de6\u53f3\u3002<\/p>\n<p><a name=\"_Toc463772014\"><\/a><strong>3.3 <\/strong><strong>\u89c6\u9891\u667a\u80fd\u8bc6\u522b<\/strong><strong>\u6a21\u5757<\/strong><\/p>\n<h4>3.3.1 \u6837\u4f8b\u5e93\u89c6\u9891\u5206\u6790\u8bc6\u522b\uff08\u5b9e\u65f6\uff09<\/h4>\n<p>\u5bf9\u4e8e\u7279\u5b9a\u89c6\u9891\u53ef\u4ee5\u91c7\u7528\u6837\u4f8b\u5e93\u89c6\u9891\u5206\u6790\u6280\u672f\uff0c\u5373\u7531\u7528\u6237\u624b\u5de5\u5728\u6837\u4f8b\u5e93\u4e2d\u6dfb\u52a0\u8be5\u89c6\u9891\uff0c\u7cfb\u7edf\u901a\u8fc7\u5148\u8fdb\u7684\u89c6\u9891\u6458\u8981\u6280\u672f\u53ef\u4ee5\u81ea\u52a8\u7684\u8bc6\u522b\u4efb\u4f55\u4e0e\u8be5\u6837\u4f8b\u5e93\u89c6\u9891\u7279\u5f81\u76f8\u7b26\u7684\u89c6\u9891\u3002\u5206\u6790\u8bc6\u522b\u7684\u51c6\u786e\u7387\u53ef\u4ee5\u8d85\u8fc799%\u3002<img loading=\"lazy\" class=\"aligncenter size-full wp-image-624\" src=\"https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/6-3.png\" alt=\"\" width=\"615\" height=\"436\" srcset=\"https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/6-3.png 615w, https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/6-3-300x213.png 300w\" sizes=\"(max-width: 615px) 100vw, 615px\" \/><\/p>\n<h4>3.3.2 \u9ec4\u8272\u89c6\u9891\u667a\u80fd\u8bc6\u522b\u5224\u5b9a<\/h4>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u5bf9\u89c6\u9891\u6587\u4ef6\u7684\u8bc6\u522b\uff0c\u9996\u5148\u9700\u8981\u505a\u7684\u5c31\u662f\u5bf9\u89c6\u9891\u6587\u4ef6\u8fdb\u884c\u5206\u5e27\uff0c\u4e5f\u5c31\u662f\u628a\u4e00\u6bb5\u89c6\u9891\u6587\u4ef6\u5207\u5272\u6210\u8bb8\u591a\u56fe\u7247\uff0c\u7136\u540e\u5bf9\u8fd9\u4e9b\u5207\u5272\u51fa\u6765\u7684\u56fe\u7247\u8fdb\u884c\u5185\u5bb9\u5224\u522b\uff0c\u4ece\u800c\u8bc6\u522b\u51fa\u89c6\u9891\u4e2d\u662f\u5426\u5305\u62ec\u6deb\u79fd\u7684\u5185\u5bb9\uff0c\u5b9e\u73b0\u5bf9\u89c6\u9891\u8fdb\u884c\u76d1\u63a7\u7684\u529f\u80fd\u3002<\/p>\n<p>\u57fa\u4e8eFFmpeg\u7684AVbin\u5e93\u53ef\u4ee5\u89e3\u6790\u5927\u591a\u6570\u89c6\u9891\u6587\u4ef6\uff08AVI\u3001MPG\u3001MPEG\u3001DAT\u3001RA\u3001RM\u3001RMVB\u3001MOV\u3001QT\u3001ASF\u3001WMV\u3001FLV\u3001MP4\u3001WAV\u3001SWF\u3001DV\u3001KMVC\u3001AMV\u3001ZMBV\u3001MJPEG\uff09\uff0c\u4e3a\u4e1a\u754c\u9886\u5148\u3002Pyglet\u6a21\u5757\u53ef\u4ee5\u5bf9\u89c6\u9891\u8fdb\u884c\u62bd\u53d6\uff0cPIL\u6a21\u5757\u53ef\u4ee5\u5bf9\u56fe\u7247\u8fdb\u884c\u5904\u7406\u3002<\/p>\n<p>\u9ec4\u8272\u89c6\u9891\u8bc6\u522b\uff0c\u91c7\u7528\u7684\u662f\u654f\u611f\u89c6\u9891\u8bc6\u522b\u7b97\u6cd5\uff08Sensitive Video Recognition\uff09\uff0c\u5e76\u7ed3\u5408\u57fa\u4e8e\u9759\u6001\u5185\u5bb9\u548c\u89c6\u9891\u52a8\u6001\u6027\u7684\u6280\u672f\uff0c\u5b9e\u73b0\u9488\u5bf9\u89c6\u9891\u5e27\u96c6\u7684\u654f\u611f\/\u6b63\u5e38\u89c6\u9891\u7684\u8bc6\u522b\u4e0e\u5224\u5b9a\u3002\u8be5\u65b9\u6cd5\u6709\u5982\u4e0b\u7279\u70b9\uff1a<\/p>\n<p>\u5229\u7528\u89c6\u9891\u5e27\u5185\u5bb9\u7684\u989c\u8272\u3001\u7eb9\u7406\u3001\u5f62\u72b6\u548c\u59ff\u6001\u7279\u6027\uff0c\u8bc6\u522b\u7cbe\u786e\u5ea6\u9ad8\uff1b<\/p>\n<p>\u5feb\u901f\u8bc6\u522b\u7b56\u7565\u5927\u5927\u7f29\u77ed\u5e27\u548c\u89c6\u9891\u7684\u8bc6\u522b\u65f6\u95f4\uff0c\u8bc6\u522b\u901f\u5ea6\u5feb\uff1b<\/p>\n<p>\u5229\u7528\u89c6\u9891\u5e27\u52a8\u6001\u7279\u6027\u548c\u654f\u611f\u5e27\u7684\u8fde\u7eed\u6027\uff0c\u9488\u5bf9\u6027\u5f3a\uff1b<\/p>\n<p>\u53ef\u4ee5\u901a\u8fc7\u9884\u8bbe\u56fe\u7247\uff08\u5546\u6807\u3001\u65d7\u5e1c\u3001\u7279\u5b9a\u6807\u5fd7\u3001\u7269\u4ef6\u7b49\uff09\u67e5\u627e\u5305\u542b\u8fd9\u4e9b\u9884\u8bbe\u5185\u5bb9\u7684\u56fe\u7247\u53ca\u89c6\u9891\u3002<\/p>\n<p><strong>3.4 <\/strong><strong>\u591a\u5a92\u4f53\u76d1\u63a7\u544a\u8b66\u6a21\u5757\uff1a<\/strong><\/p>\n<p>\u53d1\u73b0\u7591\u4f3c\u975e\u6cd5\u56fe\u7247\u8bb0\u5f55\u76d1\u63a7\u3001\u667a\u80fd\u8bc6\u522b\u975e\u6cd5\u56fe\u7247\u3001\u7591\u4f3c\u975e\u6cd5\u89c6\u9891\u8bb0\u5f55\u3001\u667a\u80fd\u8bc6\u522b\u975e\u6cd5\u89c6\u9891\u3001\u667a\u80fd\u8bc6\u522b\u975e\u6cd5\u6587\u5b57\u4fe1\u606f\u3001\u4eba\u5de5\u5ba1\u6838\u89c6\u9891\u548c\u56fe\u7247\u7b49\u4fe1\u606f\u540e\u4ea7\u751f\u544a\u8b66\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>3.5 <\/strong><strong>\u4e0d\u826f\u4fe1\u606f\u9ed1\u540d\u5355\u6a21\u5757\uff1a<\/strong><\/p>\n<p>\u8be5\u6a21\u5757\u8bb0\u5f55\u8054\u52a8\u76f8\u5173\u8bbe\u7f6e\u4ea7\u751f\u7684\u9ed1\u767d\u540d\u5355\uff0c\u53ef\u4ee5\u9488\u5bf9\u57df\u540d\u8fdb\u884c\u8fc7\u6ee4\u67e5\u8be2\u3002\u5f53\u542f\u7528\u8054\u52a8\u6b64\u975e\u6cd5\u4fe1\u606f\u6570\u636e\u5185\u5bb9\u4e0e\u9632\u706b\u5899\u9ed1\u3001\u767d\u540d\u5355\u6a21\u5757\u6570\u636e\u4e00\u81f4\u3002<\/p>\n<p><strong>3.6 <\/strong><strong>\u65e5\u5e38\u5de1\u68c0\u6a21\u5757\uff1a<\/strong><\/p>\n<p>\u5305\u62ec\u963b\u65ad\u57df\u540d\u4e2a\u6570\u3001\u4fe1\u4efb\u57df\u540d\u4e2a\u6570\u3001\u963b\u65adURL\u4e2a\u6570\u3001\u65b0\u589e\u6570\u636e\u67f1\u72b6\u56fe\u3001\u4e00\u5468\u5185\u7684\u963b\u65ad\u603b\u6b21\u6570\u66f2\u7ebf\u56fe\u3001\u4e00\u5468\u5185\u7684\u5173\u952e\u8bcd\u547d\u4e2d\u6b21\u6570\u603b\u548c\u66f2\u7ebf\u56fe\u3002<\/p>\n<p><strong>3.7 <\/strong><strong>\u5173\u952e\u8bcd\u626b\u63cf\u6a21\u5757\uff1a<\/strong><\/p>\n<p>\u5305\u542b\u5173\u952e\u5b57\u626b\u63cf\u7edf\u8ba1\u3001\u57df\u540d\u626b\u63cf\u7edf\u8ba1\u3001\u57df\u540d\u5173\u952e\u5b57\u626b\u63cf\u7edf\u8ba1\u3001\u7591\u4f3c\u975e\u6cd5\u5173\u952e\u8bcd\u8bb0\u5f55\u3001\u8bed\u4e49\u8bc6\u522b\u5408\u6cd5\u8bb0\u5f55\u3001\u8bed\u4e49\u8bc6\u522b\u975e\u6cd5\u8bb0\u5f55\u3001\u5ba1\u6838\u8bb0\u5f55\u3001\u5173\u952e\u5b57\u7ba1\u7406\u3001\u4fe1\u606f\u68c0\u7d22\u7b49\u529f\u80fd\u3002<\/p>\n<p><strong>3.8 <\/strong><strong>\u57df\u540d\u5907\u6848\u6a21\u5757\uff1a<\/strong><\/p>\n<p>\u5305\u542b\u5907\u6848\u68c0\u67e5\u3001\u672a\u5907\u6848\u8bb0\u5f55\u3001\u5df2\u5907\u6848\u8bb0\u5f55\u3001\u5f85\u67e5\u8be2\u3001ip\u57df\u540d\u7edf\u8ba1\u57df\u540d\u5907\u6848\u5ba1\u6838\u3001\u53ef\u7591\u4e3b\u673a\u5217\u8868\u7b49\u529f\u80fd\u3002<\/p>\n<p><strong>3.9 <\/strong><strong>\u57df\u540d\u89c4\u5219\u7ba1\u7406\u6a21\u5757\uff1a<\/strong><\/p>\n<p>\u4fe1\u4efb\u57df\u540d\u3001\u963b\u65ad\u57df\u540d\u3001\u963b\u65adUR\u3001\u963b\u65ad\u65e5\u5fd7\u3001\u963b\u65ad\u8bbe\u7f6e\u3002<\/p>\n<p><strong>3.10 <\/strong><strong>\u62a5\u8868\u7edf\u8ba1\u6a21\u5757\uff1a<\/strong><\/p>\n<p>\u5173\u952e\u8bcd\u7edf\u8ba1\u3001\u56fe\u7247\u7edf\u8ba1\u3001\u89c6\u9891\u7edf\u8ba1\u3001\u963b\u65ad\u7edf\u8ba1\u4ee5\u53ca\u5404\u79cd\u65e5\u5fd7\u3002<\/p>\n<ol start=\"4\">\n<li><strong>\u4ea7\u54c1\u4f18\u52bf<\/strong><\/li>\n<\/ol>\n<p><strong>4.1 <\/strong><strong>\u7075\u6d3b\u9ad8\u6548\u7684\u68c0\u6d4b<\/strong><\/p>\n<p>\u7cfb\u7edf\u5f15\u64ce\u91c7\u7528\u6846\u67b6\u52a0\u68c0\u6d4b\u63d2\u4ef6\u7684\u67b6\u6784\uff0c\u5728\u7ed3\u6784\u4e0a\u4fdd\u8bc1\u4e86\u68c0\u6d4b\u7684\u7075\u6d3b\u6027\u548c\u9ad8\u6548\u6027\u3002\u5728\u5e94\u7528\u4e2d\uff0c\u7528\u6237\u53ef\u6839\u636e\u81ea\u8eab\u7684\u7f51\u7edc\u7279\u5f81\u548c\u4e1a\u52a1\u7279\u5f81\u52a0\u8f7d\u6216\u9884\u8bbe\u6700\u9002\u5f53\u68c0\u6d4b\u63d2\u4ef6\u3002<\/p>\n<p>\u6839\u636e\u591a\u79cd\u6a21\u5f0f\u4fe1\u606f\uff08\u80a4\u8272\/\u59ff\u6001\/\u5916\u5f62\/\u56fe\u50cf\u4fe1\u606f\u71b5\u7b49\uff09\u8fdb\u884c\u7efc\u5408\u5224\u65ad\uff0c\u6781\u5927\u5730\u63d0\u9ad8\u8bc6\u522b\u51c6\u786e\u7387\uff08&gt;90%\uff09<\/p>\n<p><strong>4.2 <\/strong><strong>\u5f3a\u5927\u7684\u5904\u7406\u6027\u80fd<\/strong><\/p>\n<p>\u7cfb\u7edf\u5728\u8bbe\u8ba1\u65f6\u9009\u7528\u9ad8\u6027\u80fd\u786c\u4ef6\u5e73\u53f0\uff0c\u540c\u65f6\u4f18\u5316\u8ba1\u7b97\u5f15\u64ce\u7684\u5e95\u5c42\u7b97\u6cd5\uff0c\u4ece\u800c\u4f7f\u5f97\u6d41\u91cf\u5206\u6790\u7cfb\u7edf\u7684\u5904\u7406\u6027\u80fd\u6700\u9ad8\u53ef\u4ee5\u8fbe\u5230\u6bcf\u79d2\u5904\u74068\u4e07\u6761\u6d41\u8bb0\u5f55\uff08flow\uff09\u7684\u80fd\u529b\uff0c\u80fd\u591f\u5b8c\u5168\u6ee1\u8db3\u5404\u79cd\u7f51\u7edc\u7684\u6d41\u91cf\u5206\u6790\u76d1\u6d4b\u8981\u6c42\u3002<\/p>\n<p><strong>4.3 <\/strong><strong>\u81ea\u9002\u5e94\u5b66\u4e60<\/strong><\/p>\n<p>\u91c7\u7528\u4e86\u5411\u91cf\u673a\uff08SVM\uff09\u5206\u7c7b\u5668\u548c\u6700\u8fd1\u90bb\uff08NN) \u5206\u7c7b\u5668\u7684\u9886\u5148\u7b97\u6cd5\uff0c\u4f7f\u8bc6\u522b\u901f\u5ea6\u5f97\u5230\u6781\u5927\u7684\u63d0\u5347\uff1b<\/p>\n<p>\u7cfb\u7edf\u5177\u6709\u81ea\u5b66\u4e60\u7684\u7b97\u6cd5\uff1b<\/p>\n<p>\u5f53\u5904\u7406\u6837\u672c\u589e\u591a\u65f6\uff0c\u7cfb\u7edf\u53ef\u4ee5\u8fdb\u884c\u81ea\u9002\u5e94\u5b66\u4e60\uff0c\u4e0d\u65ad\u63d0\u9ad8\u8bc6\u522b\u7387\u3002<img loading=\"lazy\" class=\"aligncenter size-full wp-image-625\" src=\"https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/7-2.png\" alt=\"\" width=\"898\" height=\"337\" srcset=\"https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/7-2.png 898w, https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/7-2-300x113.png 300w, https:\/\/www.tuoming.com\/wp-content\/uploads\/2020\/08\/7-2-768x288.png 768w\" sizes=\"(max-width: 898px) 100vw, 898px\" \/><\/p>\n<p><strong>4.4 <\/strong><strong>\u5927\u578b\u89c4\u6a21\u5316\u5e94\u7528<\/strong><\/p>\n<p>\u6210\u529f\u5b9e\u73b0\u4e86\u4e07\u5146\uff0810G\uff09\u4ee5\u4e0a\u6d41\u91cf\u7684\u5b9e\u65f6\u91c7\u96c6\u76d1\u6d4b\u80fd\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e92\u8054\u7f51\u4e0d\u826f\u4fe1\u606f\u76d1\u6d4b\u7cfb\u7edf \u672c\u7cfb\u7edf\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u79fb\u52a8\u4e92\u8054\u7f51\u7528\u6237\u548c\u56fa\u7f51\u7528\u6237\u7684\u4e0a\u4e0b\u884c\u5185\u5bb9\u8fdb\u884c\u5b9e\u65f6\u91c7\u96c6\u548c\u76d1\u6d4b\u3002\u6839\u636e\u7b5b\u9009\u51c6\u5219\uff0c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":619,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[11],"tags":[],"_links":{"self":[{"href":"https:\/\/www.tuoming.com\/wp-json\/wp\/v2\/posts\/618"}],"collection":[{"href":"https:\/\/www.tuoming.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tuoming.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tuoming.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tuoming.com\/wp-json\/wp\/v2\/comments?post=618"}],"version-history":[{"count":1,"href":"https:\/\/www.tuoming.com\/wp-json\/wp\/v2\/posts\/618\/revisions"}],"predecessor-version":[{"id":626,"href":"https:\/\/www.tuoming.com\/wp-json\/wp\/v2\/posts\/618\/revisions\/626"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tuoming.com\/wp-json\/wp\/v2\/media\/619"}],"wp:attachment":[{"href":"https:\/\/www.tuoming.com\/wp-json\/wp\/v2\/media?parent=618"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tuoming.com\/wp-json\/wp\/v2\/categories?post=618"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tuoming.com\/wp-json\/wp\/v2\/tags?post=618"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}