{"id":2975,"date":"2020-11-15T18:21:32","date_gmt":"2020-11-15T10:21:32","guid":{"rendered":"http:\/\/170.106.148.50\/?p=2975"},"modified":"2020-11-15T18:22:19","modified_gmt":"2020-11-15T10:22:19","slug":"paddlehub-deeplabv3%e6%a8%a1%e5%9e%8b%e4%ba%ba%e5%83%8f%e6%8a%a0%e5%9b%be","status":"publish","type":"post","link":"https:\/\/www.195440.com\/2975","title":{"rendered":"PaddleHub DeepLabv3+\u6a21\u578b\u4eba\u50cf\u62a0\u56fe"},"content":{"rendered":"<style>.dp-highlighter ol li{border-left:none}.dp-highlighter{background:transparent}.dp-highlighter ol{border-right:solid 0px transparent}.dp-highlighter ol li {border-left: solid 2px #008aff;}.dp-highlighter ol li.alt {background-color: #F8F8F8;}h4{margin-top:60px!important;border-bottom: solid 1px #eee;padding-bottom: 20px;}b{margin-top:30px;display: block;font-weight: bold;}<\/style>\n<div class=\"bar\">\u901a\u8fc7\u52a0\u8f7dPaddleHub DeepLabv3+\u6a21\u578b(deeplabv3p_xception65_humanseg)\u5b9e\u73b0\u4e00\u952e\u62a0\u56fe<\/div>\n<div class=\"dp-highlighter\">\n<ol class=\"dp-py\" start=\"1\">\n<li class=\"alt\"><span class=\"keyword\">import<\/span>\u00a0paddlehub\u00a0as\u00a0hub<\/li>\n<li class=\"\">humanseg\u00a0=\u00a0hub.Module(name=&#8221;deeplabv3p_xception65_humanseg&#8221;)<\/li>\n<li class=\"alt\"><span class=\"keyword\">import<\/span>\u00a0matplotlib.pyplot\u00a0as\u00a0plt<\/li>\n<li class=\"\"><span class=\"keyword\">import<\/span>\u00a0matplotlib.image\u00a0as\u00a0mpimg<\/li>\n<li class=\"alt\">path\u00a0=\u00a0[&#8216;work\/timg.jpg&#8217;]<\/li>\n<li class=\"\">results\u00a0=\u00a0humanseg.segmentation(data={&#8220;image&#8221;:path})<\/li>\n<\/ol>\n<\/div>\n<div class=\"dp-highlighter\">\n<div class=\"bar\"><\/div>\n<ol class=\"dp-py\" start=\"1\">\n<li class=\"alt\"><span class=\"comment\">#\u00a0\u539f\u56fe<\/span><\/li>\n<li class=\"\">img\u00a0=\u00a0mpimg.imread(path[0])<\/li>\n<li class=\"alt\"><span class=\"comment\">#\u00a0\u5c55\u793a\u9884\u6d4b\u7ed3\u679c\u56fe\u7247<\/span><\/li>\n<li class=\"\">plt.figure(figsize=(10,10))<\/li>\n<li class=\"alt\">plt.imshow(img)<\/li>\n<li class=\"\">plt.axis(&#8216;off&#8217;)<\/li>\n<li class=\"alt\">plt.show()<\/li>\n<\/ol>\n<\/div>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-2976\" src=\"http:\/\/170.106.148.50\/wp-content\/uploads\/2020\/11\/\u4e0b\u8f7d-1.png\" alt=\"\" width=\"607\" height=\"349\" srcset=\"https:\/\/www.195440.com\/wp-content\/uploads\/2020\/11\/\u4e0b\u8f7d-1.png 607w, https:\/\/www.195440.com\/wp-content\/uploads\/2020\/11\/\u4e0b\u8f7d-1-300x172.png 300w\" sizes=\"(max-width: 607px) 100vw, 607px\" \/><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-2977\" src=\"http:\/\/170.106.148.50\/wp-content\/uploads\/2020\/11\/1.png\" alt=\"\" width=\"607\" height=\"349\" srcset=\"https:\/\/www.195440.com\/wp-content\/uploads\/2020\/11\/1.png 607w, https:\/\/www.195440.com\/wp-content\/uploads\/2020\/11\/1-300x172.png 300w\" sizes=\"(max-width: 607px) 100vw, 607px\" \/><\/p>\n<p>&nbsp;<\/p>\n<div class=\"dp-highlighter\">\n<div class=\"bar\"><\/div>\n<ol class=\"dp-py\" start=\"1\">\n<li class=\"alt\"><span class=\"comment\">#\u00a0\u9884\u6d4b\u7ed3\u679c\u5c55\u793a<\/span><\/li>\n<li class=\"\"><span class=\"keyword\">print<\/span>(results)<\/li>\n<li class=\"alt\"><span class=\"keyword\">for<\/span>\u00a0i\u00a0<span class=\"keyword\">in<\/span>\u00a0results:<\/li>\n<li class=\"\">\u00a0\u00a0\u00a0\u00a0test_img_path\u00a0=\u00a0i[&#8216;processed&#8217;]<\/li>\n<li class=\"alt\">\u00a0\u00a0\u00a0\u00a0img\u00a0=\u00a0mpimg.imread(test_img_path)<\/li>\n<li class=\"\">\u00a0\u00a0\u00a0\u00a0<span class=\"comment\">#\u00a0\u5c55\u793a\u9884\u6d4b\u7ed3\u679c\u56fe\u7247<\/span><\/li>\n<li class=\"alt\">\u00a0\u00a0\u00a0\u00a0plt.figure(figsize=(10,10))<\/li>\n<li class=\"\">\u00a0\u00a0\u00a0\u00a0plt.imshow(img)<\/li>\n<li class=\"alt\">\u00a0\u00a0\u00a0\u00a0plt.axis(&#8216;off&#8217;)<\/li>\n<li class=\"\">\u00a0\u00a0\u00a0\u00a0plt.show()<\/li>\n<\/ol>\n<\/div>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-2978\" src=\"http:\/\/170.106.148.50\/wp-content\/uploads\/2020\/11\/2.png\" alt=\"\" width=\"607\" height=\"349\" srcset=\"https:\/\/www.195440.com\/wp-content\/uploads\/2020\/11\/2.png 607w, https:\/\/www.195440.com\/wp-content\/uploads\/2020\/11\/2-300x172.png 300w\" sizes=\"(max-width: 607px) 100vw, 607px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u901a\u8fc7\u52a0\u8f7dPaddleHub DeepLabv3+\u6a21\u578b(deeplabv3p_xception65_humanseg)\u5b9e\u73b0\u4e00\u952e\u62a0\u56fe import\u00a0paddlehub\u00a0as\u00a0hub humanseg\u00a0=\u00a0hub.Module(name=&#8221;deeplabv3p_xception65_humanseg&#8221;) import\u00a0matplotlib.pyplot\u00a0as\u00a0plt import\u00a0matplotlib.image\u00a0as\u00a0mpimg path\u00a0=\u00a0[&#8216;work\/timg.jpg&#8217;] results\u00a0=\u00a0humanseg.segmentation(data &hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[21],"tags":[],"_links":{"self":[{"href":"https:\/\/www.195440.com\/wp-json\/wp\/v2\/posts\/2975"}],"collection":[{"href":"https:\/\/www.195440.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.195440.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.195440.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.195440.com\/wp-json\/wp\/v2\/comments?post=2975"}],"version-history":[{"count":3,"href":"https:\/\/www.195440.com\/wp-json\/wp\/v2\/posts\/2975\/revisions"}],"predecessor-version":[{"id":2981,"href":"https:\/\/www.195440.com\/wp-json\/wp\/v2\/posts\/2975\/revisions\/2981"}],"wp:attachment":[{"href":"https:\/\/www.195440.com\/wp-json\/wp\/v2\/media?parent=2975"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.195440.com\/wp-json\/wp\/v2\/categories?post=2975"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.195440.com\/wp-json\/wp\/v2\/tags?post=2975"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}