{"id":685,"date":"2020-10-02T11:35:22","date_gmt":"2020-10-02T02:35:22","guid":{"rendered":"http:\/\/www.emukk.com\/WP\/?p=685"},"modified":"2020-10-02T14:56:26","modified_gmt":"2020-10-02T05:56:26","slug":"deep-learning%e3%81%ab%e3%82%88%e3%82%8b%e8%83%b8%e9%83%a8x%e7%b7%9a%e6%92%ae%e5%bd%b1%e7%94%bb%e5%83%8f%e3%81%ae%e8%a8%ba%e6%96%ad%e3%81%a7%e6%96%b0%e5%9e%8b%e3%82%b3%e3%83%ad%e3%83%8a%e3%82%a6","status":"publish","type":"post","link":"https:\/\/www.emukk.com\/WP\/deep-learning%e3%81%ab%e3%82%88%e3%82%8b%e8%83%b8%e9%83%a8x%e7%b7%9a%e6%92%ae%e5%bd%b1%e7%94%bb%e5%83%8f%e3%81%ae%e8%a8%ba%e6%96%ad%e3%81%a7%e6%96%b0%e5%9e%8b%e3%82%b3%e3%83%ad%e3%83%8a%e3%82%a6\/","title":{"rendered":"Deep Learning\u306b\u3088\u308b\u80f8\u90e8X\u7dda\u64ae\u5f71\u753b\u50cf\u306e\u8a3a\u65ad\u3067\u65b0\u578b\u30b3\u30ed\u30ca\u30a6\u30a4\u30eb\u30b9\uff08COVID-19\uff09\u306e\u8a3a\u65ad\u7cbe\u5ea6\u304c\u5927\u304d\u304f\u5411\u4e0a\u3057\u305f"},"content":{"rendered":"<p>\u65b0\u578b\u30b3\u30ed\u30ca\u30a6\u30a4\u30eb\u30b9\uff08COVID-19\uff09\u306e\u8a3a\u65ad\u3068\u3057\u3066\u80f8\u90e8\u306e\u30ec\u30f3\u30c8\u30b2\u30f3\u3084CT\u304c\u5e38\u7528\u3055\u308c\u307e\u3059\u3002Univ. of Oklahoma\u306e\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u80f8\u90e8\u306eX\u7dda\u64ae\u5f71\u753b\u50cf\u304b\u3089COVID-19\u7531\u6765\u306e\u80ba\u708e\u304b\u3069\u3046\u304b\u3092\u5224\u5225\u3059\u308b\u306b\u969b\u3057\u3001Deep Learning\u306e\u624b\u6cd5\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u8a3a\u65ad\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S138650562030959X?via%3Dihub\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S138650562030959X?via%3Dihub<\/a><\/p>\n<p>Deep Learning\u306f\u3001Convolutional Neural Network\u30926\u5c64\u4f7f\u7528\u3057\u3001\u5165\u529b\u3059\u308b\u80f8\u90e8X\u7dda\u64ae\u5f71\u753b\u50cf\u3092224 x 224 x 3\u306e\u30b5\u30a4\u30ba\u3068\u3057\u3001Convolution\u306f3 x 3\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u5165\u529b\u753b\u50cf\u306e x3\u306fR, G, B\u306e3\u8272\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002X\u7dda\u64ae\u5f71\u753b\u50cf\u306f\u3001\u767d\u9ed2\u306e\u30b0\u30ec\u30fc\u3067\u3059\u306e\u3067\u3001R, G, B\u306e3\u8272\u306f\u3001\u4e0b\u56f3\u306b\u793a\u3059\u3088\u3046\u306a\u753b\u50cf\u306e\u524d\u51e6\u7406\u3067\u4f5c\u3063\u3066\u3044\u307e\u3059\u3002\u4e0b\u56f3\u306b\u304a\u3044\u3066\u3001(Ip)\u306f\u6a2a\u9694\u819c\u3092\u9664\u53bb\u3057\u305f\u753b\u50cf\u3001 (Ieq)\u306f\u753b\u50cf\u306e\u5f37\u5ea6\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u7528\u3044\u3066\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u3092\u8abf\u6574\u3059\u308b\u753b\u50cf\u51e6\u7406\u65b9\u6cd5\u3092\u52a0\u3048\u305f\u3082\u306e\u3001\u305d\u3057\u3066 (Ib)\u306f\u3001\u66f4\u306b\u30d0\u30a4\u30e9\u30c6\u30e9\u30eb\u30d5\u30a3\u30eb\u30bf\u3092\u52a0\u3048\u305f\u3082\u306e\u3067\u3042\u308a\u3001\u3053\u306e\uff13\u3064\u306e (Ip), (Ib), (Ieq) \u3092\u7528\u3044\u3066R, G, B\u753b\u50cf\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.emukk.com\/WP\/wp-content\/uploads\/2020\/10\/CNN_Image_Pre-processing.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-691\" src=\"https:\/\/www.emukk.com\/WP\/wp-content\/uploads\/2020\/10\/CNN_Image_Pre-processing-150x150.png\" alt=\"\" width=\"150\" height=\"150\" srcset=\"https:\/\/www.emukk.com\/WP\/wp-content\/uploads\/2020\/10\/CNN_Image_Pre-processing-150x150.png 150w, https:\/\/www.emukk.com\/WP\/wp-content\/uploads\/2020\/10\/CNN_Image_Pre-processing-300x300.png 300w, https:\/\/www.emukk.com\/WP\/wp-content\/uploads\/2020\/10\/CNN_Image_Pre-processing-100x100.png 100w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>Deep Learning\u306e\u7d50\u679c\u306f\u3001<br \/>\nX\u7dda\u64ae\u5f71\u753b\u50cf\u3092\u305d\u306e\u307e\u307e\u7528\u3044\u305fsimple model\u3067\u3001\u7cbe\u5ea6\u3068\u3057\u306688\uff05\u304c\u5f97\u3089\u308c\u3001\u4e0a\u8a18\u3057\u305f\u753b\u50cf\u306e\u524d\u51e6\u7406\u3092\u52a0\u3048\u308b\u3068\u7cbe\u5ea6\u306f94.5\uff05\u306b\u5411\u4e0a\u3057\u305f\u3068\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>Deep Learning\u3092\u7528\u3044\u305f\u8a3a\u65ad\u304c\u76ca\u3005\u533b\u7642\u306e\u73fe\u5834\u3067\u7528\u3044\u3089\u308c\u308b\u6642\u4ee3\u306b\u306a\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u65b0\u578b\u30b3\u30ed\u30ca\u30a6\u30a4\u30eb\u30b9\uff08COVID-19\uff09\u306e\u8a3a\u65ad\u3068\u3057\u3066\u80f8\u90e8\u306e\u30ec\u30f3\u30c8\u30b2\u30f3\u3084CT\u304c\u5e38\u7528\u3055\u308c\u307e\u3059\u3002Univ. of Oklahoma\u306e\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u80f8\u90e8\u306eX\u7dda\u64ae\u5f71\u753b\u50cf\u304b\u3089COVID-19\u7531\u6765\u306e\u80ba\u708e\u304b\u3069\u3046\u304b\u3092\u5224\u5225\u3059\u308b\u306b\u969b\u3057\u3001Deep <\/p><\/div>\n<div class=\"blog-btn\"><a 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class=\"home-blog-btn\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[42],"tags":[],"class_list":["post-685","post","type-post","status-publish","format-standard","hentry","category-technology-ja"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/posts\/685","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/comments?post=685"}],"version-history":[{"count":5,"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/posts\/685\/revisions"}],"predecessor-version":[{"id":699,"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/posts\/685\/revisions\/699"}],"wp:attachment":[{"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/media?parent=685"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/categories?post=685"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/tags?post=685"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}