{"id":1009,"date":"2023-04-01T19:47:22","date_gmt":"2023-04-01T12:47:22","guid":{"rendered":"https:\/\/demo.technica.ai\/?p=1009"},"modified":"2025-03-23T17:24:15","modified_gmt":"2025-03-23T10:24:15","slug":"color-recognition","status":"publish","type":"post","link":"https:\/\/demo.technica.ai\/ja\/case-studies\/color-recognition\/","title":{"rendered":"\u30ab\u30e9\u30fc\u30d5\u30a3\u30eb\u30bf\u30fc\u30bb\u30eb\u306e\u8272\u8a8d\u8b58"},"content":{"rendered":"<h4>\u8ab2\u984c<\/h4>\n<p>\u30d9\u30a4\u30e4\u30fc\u30ab\u30e9\u30fc\u30d5\u30a3\u30eb\u30bf\u30fc\u306e\u767d\u9ed2 SEM \u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08300\u679a\u306e\u753b\u50cf\u3092\u542b\u3080\uff09\u304c\u4e0e\u3048\u3089\u308c\u3001\u8d64\u3001\u7dd1\u3001\u9752\u306e\u30bb\u30eb\u3092\u691c\u51fa\u3057\u3001\u8a8d\u8b58\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30ce\u30a4\u30ba\u306e\u591a\u3044\u753b\u50cf<\/li>\n<li>\u5165\u529b\u753b\u50cf\u306e\u54c1\u8cea\u306f\u69d8\u3005<\/li>\n<li>\u3044\u304f\u3064\u304b\u306e\u30b5\u30f3\u30d7\u30eb\u3067\u306f\u3001\u200b\u200b\u96a3\u63a5\u3059\u308b2\u3064\u306e\u30bb\u30eb\u9593\u3067\u8272\u304c\u6df7\u3056\u3063\u3066\u3044\u308b\u3082\u306e\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/li>\n<li>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3068\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u4e0d\u5747\u8861\u30c7\u30fc\u30bf\uff08R\u3001G\u3001B\uff09<\/li>\n<\/ul>\n<h4>\u89e3\u6c7a\u7b56<\/h4>\n<p>\u79c1\u305f\u3061\u306f\u3001\u30bb\u30eb\u306e\u8272\u3092\u691c\u51fa\u3059\u308b\u305f\u3081\u306b\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u3057\u3066YOLO5\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u76f4\u9762\u3057\u3066\u3044\u305f\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u8d64\u3068\u9752\u306e\u30d1\u30bf\u30fc\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u9593\u306b\u306f\u4e0d\u5747\u8861\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u3001\u753b\u50cf\u62e1\u5f35\u6280\u8853\u3092\u7528\u3044\u3066\u3001\u5143\u306e\u753b\u50cf\u3092\u56de\u8ee2\u3001\u30af\u30ea\u30c3\u30d4\u30f3\u30b0\u3001\u307c\u304b\u3057\u3001\u30b7\u30e3\u30fc\u30d7\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u8d64\u306e\u30d1\u30bf\u30fc\u30f3\u306e\u30b5\u30f3\u30d7\u30eb\u6570\u3092\u5897\u3084\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4>\u7d50\u679c<\/h4>\n<p>\u30c6\u30b9\u30c8\u7d50\u679c\u306f100%\u306e\u7cbe\u5ea6\u306b\u9054\u6210<\/p>","protected":false},"excerpt":{"rendered":"<p>Challenge Given a Bayer color filter\u2019s black-and-white SEM image dataset, including 300 images, we need to detect and recognize the Red, Green, and Blue cells. Highly noisy The quality of the images input is variable In some samples, many mix colors between two cells adjacent Imbalance data (R, G, B) in training and testing data [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1011,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[9],"tags":[],"class_list":["post-1009","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies"],"acf":[],"_links":{"self":[{"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/posts\/1009","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/comments?post=1009"}],"version-history":[{"count":0,"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/posts\/1009\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/media\/1011"}],"wp:attachment":[{"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/media?parent=1009"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/categories?post=1009"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/tags?post=1009"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}