{"id":2293,"date":"2018-12-12T16:38:51","date_gmt":"2018-12-12T07:38:51","guid":{"rendered":"http:\/\/research.itplants.com\/?p=2293"},"modified":"2018-12-12T16:39:48","modified_gmt":"2018-12-12T07:39:48","slug":"grad-cam","status":"publish","type":"post","link":"https:\/\/research.itplants.com\/?p=2293","title":{"rendered":"Grad-CAM"},"content":{"rendered":"<p>Grad-CAM\u306f\u3001CNN\u304c\u753b\u50cf\u306e\u3069\u3053\u3092\u898b\u3066\u5224\u65ad\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u53ef\u8996\u5316\u3059\u308b\u30c4\u30fc\u30eb\u3060\u305d\u3046\u3067\u3059\u3002<\/p>\n<p><a href=\"https:\/\/github.com\/jacobgil\/keras-grad-cam\">https:\/\/github.com\/jacobgil\/keras-grad-cam<\/a><\/p>\n<p>\u306b\u3042\u308b\u3001grad-cam.py\u306f\u30a8\u30e9\u30fc\u304c\u51fa\u307e\u3059\u3002\u3053\u3061\u3089\u306e\u306f\u3001\u3046\u307e\u304f\u52d5\u4f5c\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/github.com\/vense\/keras-grad-cam\/blob\/master\/grad-cam.py\">https:\/\/github.com\/vense\/keras-grad-cam\/blob\/master\/grad-cam.py<\/a><\/p>\n<p><a href=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/12\/cat_dog.png\" data-rel=\"lightbox-image-0\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" class=\"size-full wp-image-2296 alignleft\" src=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/12\/cat_dog.png\" alt=\"\" width=\"224\" height=\"224\" srcset=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/12\/cat_dog.png 224w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/12\/cat_dog-150x150.png 150w\" sizes=\"(max-width: 224px) 100vw, 224px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/12\/guided_gradcam.jpg\" data-rel=\"lightbox-image-1\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" class=\"size-full wp-image-2295 alignleft\" src=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/12\/guided_gradcam.jpg\" alt=\"\" width=\"224\" height=\"224\" srcset=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/12\/guided_gradcam.jpg 224w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/12\/guided_gradcam-150x150.jpg 150w\" sizes=\"(max-width: 224px) 100vw, 224px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/12\/gradcam.jpg\" data-rel=\"lightbox-image-2\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" class=\"size-full wp-image-2294 alignleft\" src=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/12\/gradcam.jpg\" alt=\"\" width=\"224\" height=\"224\" srcset=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/12\/gradcam.jpg 224w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/12\/gradcam-150x150.jpg 150w\" sizes=\"(max-width: 224px) 100vw, 224px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>\u72ac\u306f\u9854\u3067\u5224\u65ad\u3057\u3066\u3044\u308b\u306e\u306b\u3001\u732b\u306f\u4f53\u306e\u7e1e\u6a21\u69d8\u3067\u5224\u65ad\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u306d\u3002\u4f55\u3067\u5224\u65ad\u3057\u3066\u3044\u308b\u306e\u304b\u5206\u304b\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u5049\u5927\u306a\u9032\u6b69\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Grad-CAM\u306f\u3001CNN\u304c\u753b\u50cf\u306e\u3069\u3053\u3092\u898b\u3066\u5224\u65ad\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u53ef\u8996\u5316\u3059\u308b\u30c4\u30fc\u30eb\u3060\u305d\u3046\u3067\u3059\u3002 https:\/\/github.com\/jacobgil\/keras-grad-cam \u306b\u3042\u308b\u3001grad-cam.py\u306f\u30a8\u30e9\u30fc\u304c\u51fa&#8230;<\/p>\n<p><a class=\"more\" href=\"https:\/\/research.itplants.com\/?p=2293\"> Read more &rarr;<\/a><\/p>\n","protected":false},"author":1,"featured_media":2294,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/posts\/2293"}],"collection":[{"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/research.itplants.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2293"}],"version-history":[{"count":2,"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/posts\/2293\/revisions"}],"predecessor-version":[{"id":2298,"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/posts\/2293\/revisions\/2298"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/media\/2294"}],"wp:attachment":[{"href":"https:\/\/research.itplants.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2293"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/research.itplants.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2293"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/research.itplants.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2293"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}