\u4eba\u8138\u8bc6\u522b\u6280\u672f\u662f\u4e00\u79cd\u751f\u7269\u8bc6\u522b\u6280\u672f\uff0c\u4e3b\u8981\u662f\u901a\u8fc7\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u56fe\u50cf\u5904\u7406\u6280\u672f\u5bf9\u4eba\u8138\u56fe\u50cf\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\u548c\u6bd4\u5bf9\uff0c\u4ece\u800c\u5b9e\u73b0\u5bf9\u4e2a\u4f53\u8eab\u4efd\u7684\u786e\u8ba4\u548c\u8bc6\u522b\u3002\u5176\u6838\u5fc3\u539f\u7406\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n
1.\u4eba\u8138\u68c0\u6d4b\uff1a\u9996\u5148\u9700\u8981\u4ece\u56fe\u50cf\u6216\u89c6\u9891\u4e2d\u8bc6\u522b\u51fa\u4eba\u8138\u7684\u4f4d\u7f6e\u548c\u5927\u5c0f\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u4e00\u822c\u91c7\u7528Haar\u6216HOG\u7b49\u7279\u5f81\u5206\u7c7b\u5668\u8fdb\u884c\u68c0\u6d4b\u3002<\/p>\n
2.\u7279\u5f81\u63d0\u53d6\uff1a\u5728\u786e\u5b9a\u4eba\u8138\u533a\u57df\u540e\uff0c\u9700\u8981\u4ece\u4eba\u8138\u56fe\u50cf\u4e2d\u63d0\u53d6\u7279\u5f81\u4fe1\u606f\u3002\u8fd9\u4e9b\u7279\u5f81\u5305\u62ec\u773c\u775b\u3001\u9f3b\u5b50\u3001\u5634\u5df4\u7b49\u9762\u90e8\u7279\u5f81\uff0c\u4ee5\u53ca\u7eb9\u7406\u3001\u989c\u8272\u548c\u7070\u5ea6\u7b49\u56fe\u50cf\u7279\u5f81\u3002\u901a\u5e38\u4f7f\u7528PCA\u3001LDA\u7b49\u65b9\u6cd5\u5bf9\u8fd9\u4e9b\u7279\u5f81\u8fdb\u884c\u964d\u7ef4\u548c\u538b\u7f29\u3002<\/p>\n
3.\u7279\u5f81\u6bd4\u5bf9\uff1a\u63d0\u53d6\u7279\u5f81\u4fe1\u606f\u540e\uff0c\u9700\u8981\u5bf9\u4e0d\u540c\u4eba\u8138\u56fe\u50cf\u7684\u7279\u5f81\u8fdb\u884c\u6bd4\u5bf9\u3002\u8fd9\u4e00\u8fc7\u7a0b\u901a\u5e38\u4f7f\u7528\u6b27\u6c0f\u8ddd\u79bb\u3001\u4f59\u5f26\u76f8\u4f3c\u5ea6\u7b49\u65b9\u6cd5\u6765\u8861\u91cf\u4e0d\u540c\u4eba\u8138\u4e4b\u95f4\u7684\u76f8\u4f3c\u7a0b\u5ea6\u3002<\/p>\n
4.\u6a21\u578b\u8bad\u7ec3\uff1a\u4e3a\u4e86\u63d0\u9ad8\u8bc6\u522b\u51c6\u786e\u7387\uff0c\u9700\u8981\u5229\u7528\u5927\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u6765\u8bad\u7ec3\u4eba\u8138\u8bc6\u522b\u6a21\u578b\u3002\u4e00\u822c\u4f7f\u7528\u795e\u7ecf\u7f51\u7edc\u3001\u652f\u6301\u5411\u91cf\u673a\u7b49\u7b97\u6cd5\u8fdb\u884c\u8bad\u7ec3\u3002<\/p>\n
5.\u5b9e\u65f6\u6027\u4f18\u5316\uff1a\u7531\u4e8e\u4eba\u8138\u8bc6\u522b\u5e94\u7528\u573a\u666f\u7684\u5b9e\u65f6\u6027\u8981\u6c42\u6bd4\u8f83\u9ad8\uff0c\u56e0\u6b64\u8fd8\u9700\u8981\u5bf9\u7b97\u6cd5\u8fdb\u884c\u4f18\u5316\uff0c\u5982\u4f7f\u7528GPU\u52a0\u901f\u3001\u7b97\u6cd5\u526a\u679d\u7b49\u6280\u672f\u3002<\/p>\n
\u7efc\u4e0a\u6240\u8ff0\uff0c\u4eba\u8138\u8bc6\u522b\u6280\u672f\u7684\u6838\u5fc3\u539f\u7406\u4e3b\u8981\u662f\u57fa\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u56fe\u50cf\u5904\u7406\u6280\u672f\u5bf9\u4eba\u8138\u56fe\u50cf\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\u548c\u6bd4\u5bf9\uff0c\u5e76\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5bf9\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\uff0c\u4ee5\u5b9e\u73b0\u5bf9\u4e2a\u4f53\u8eab\u4efd\u7684\u786e\u8ba4\u548c\u8bc6\u522b\u3002<\/p>\n
\u4eba\u8138\u8bc6\u522b\u6280\u672f\u4f5c\u4e3a\u4e00\u79cd\u751f\u7269\u8bc6\u522b\u6280\u672f\uff0c\u8fd1\u5e74\u6765\u5728\u5b89\u9632\u3001\u91d1\u878d\u3001\u533b\u7597\u3001\u6559\u80b2\u3001\u4ea4\u901a\u3001\u96f6\u552e\u7b49\u9886\u57df\u5f97\u5230\u4e86\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u4ee5\u4e0b\u662f\u4eba\u8138\u8bc6\u522b\u6280\u672f\u7684\u53d1\u5c55\u548c\u5e94\u7528\u60c5\u51b5\uff1a<\/p>\n
\u53d1\u5c55\u5386\u7a0b<\/p>\n
\u4eba\u8138\u8bc6\u522b\u6280\u672f\u7684\u53d1\u5c55\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u9636\u6bb5\uff1a<\/p>\n
\u7b2c\u4e00\u9636\u6bb5\uff1a\u57fa\u4e8e\u51e0\u4f55\u7279\u5f81\u7684\u4eba\u8138\u8bc6\u522b\uff0820\u4e16\u7eaa70\u5e74\u4ee3-80\u5e74\u4ee3\uff09<\/p>\n
\u8fd9\u4e2a\u9636\u6bb5\u4e3b\u8981\u5229\u7528\u4eba\u8138\u7684\u51e0\u4f55\u7279\u5f81\uff0c\u5982\u773c\u775b\u3001\u9f3b\u5b50\u3001\u5634\u5df4\u7b49\u7684\u4f4d\u7f6e\u548c\u95f4\u8ddd\u8fdb\u884c\u4eba\u8138\u8bc6\u522b\u3002<\/p>\n
\u7b2c\u4e8c\u9636\u6bb5\uff1a\u57fa\u4e8e\u7eb9\u7406\u7279\u5f81\u7684\u4eba\u8138\u8bc6\u522b\uff0820\u4e16\u7eaa90\u5e74\u4ee3\uff09<\/p>\n
\u8fd9\u4e2a\u9636\u6bb5\u4e3b\u8981\u5229\u7528\u4eba\u8138\u8868\u9762\u7684\u7eb9\u7406\u4fe1\u606f\uff0c\u5982\u76ae\u80a4\u7eb9\u7406\u3001\u9762\u90e8\u7279\u5f81\u7b49\u8fdb\u884c\u4eba\u8138\u8bc6\u522b\u3002<\/p>\n
\u7b2c\u4e09\u9636\u6bb5\uff1a\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u4eba\u8138\u8bc6\u522b\uff0821\u4e16\u7eaa\uff09<\/p>\n
\u8fd9\u4e2a\u9636\u6bb5\u4e3b\u8981\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u5982\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u3001\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\uff08RNN\uff09\u3001\u5bf9\u6297\u751f\u6210\u7f51\u7edc\uff08GAN\uff09\u7b49\u8fdb\u884c\u4eba\u8138\u8bc6\u522b\u3002<\/p>\n
\u5e94\u7528\u573a\u666f<\/p>\n
\u4eba\u8138\u8bc6\u522b\u6280\u672f\u5728\u4ee5\u4e0b\u573a\u666f\u5f97\u5230\u4e86\u5e7f\u6cdb\u5e94\u7528\uff1a<\/p>\n
\u5b89\u9632\u9886\u57df\uff1a\u7528\u4e8e\u95e8\u7981\u3001\u8003\u52e4\u3001\u76d1\u63a7\u7b49\u9886\u57df\u3002<\/p>\n
\u91d1\u878d\u9886\u57df\uff1a\u7528\u4e8e\u8eab\u4efd\u9a8c\u8bc1\u3001\u652f\u4ed8\u5b89\u5168\u7b49\u9886\u57df\u3002<\/p>\n
\u533b\u7597\u9886\u57df\uff1a\u7528\u4e8e\u75be\u75c5\u8bca\u65ad\u3001\u4e2a\u4f53\u5316\u6cbb\u7597\u7b49\u9886\u57df\u3002<\/p>\n
\u6559\u80b2\u9886\u57df\uff1a\u7528\u4e8e\u8003\u8bd5\u76d1\u63a7\u3001\u6559\u5b66\u8f85\u52a9\u7b49\u9886\u57df\u3002<\/p>\n
\u4ea4\u901a\u9886\u57df\uff1a\u7528\u4e8e\u4ea4\u901a\u8fdd\u89c4\u76d1\u63a7\u3001\u667a\u6167\u4ea4\u901a\u7b49\u9886\u57df\u3002<\/p>\n
\u96f6\u552e\u9886\u57df\uff1a\u7528\u4e8e\u667a\u80fd\u8d2d\u7269\u3001\u7cbe\u51c6\u5e7f\u544a\u7b49\u9886\u57df\u3002<\/p>\n
\u603b\u4e4b\uff0c\u4eba\u8138\u8bc6\u522b\u6280\u672f\u5728\u5404\u4e2a\u9886\u57df\u90fd\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528\u524d\u666f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u4eba\u8138\u8bc6\u522b\u6280\u672f\u662f\u4e00\u79cd\u751f\u7269\u8bc6\u522b\u6280\u672f\uff0c\u4e3b\u8981\u662f\u901a\u8fc7\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u56fe\u50cf\u5904\u7406\u6280\u672f\u5bf9\u4eba\u8138\u56fe\u50cf\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\u548c\u6bd4\u5bf9\uff0c\u4ece\u800c\u5b9e\u73b0\u5bf9\u4e2a\u4f53\u8eab\u4efd\u7684\u786e\u8ba4\u548c\u8bc6\u522b\u3002\u5176\u6838\u5fc3\u539f\u7406\u5305… <\/p>\n","protected":false},"author":1,"featured_media":33,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-833","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-4"],"_links":{"self":[{"href":"http:\/\/www.zhqakj.cn\/index.php?rest_route=\/wp\/v2\/posts\/833","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.zhqakj.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.zhqakj.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.zhqakj.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.zhqakj.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=833"}],"version-history":[{"count":1,"href":"http:\/\/www.zhqakj.cn\/index.php?rest_route=\/wp\/v2\/posts\/833\/revisions"}],"predecessor-version":[{"id":834,"href":"http:\/\/www.zhqakj.cn\/index.php?rest_route=\/wp\/v2\/posts\/833\/revisions\/834"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.zhqakj.cn\/index.php?rest_route=\/wp\/v2\/media\/33"}],"wp:attachment":[{"href":"http:\/\/www.zhqakj.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=833"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.zhqakj.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=833"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.zhqakj.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=833"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}