{"categories":["DL"],"type":"rich","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fhtn20190109.hatenablog.com%2Fentry%2F2026%2F01%2F10%2F160807\" title=\"XAI(Explainable Artificial Intelligenece) - HTN20190109\u306e\u65e5\u8a18\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","provider_url":"https://hatena.blog","author_name":"HTN20190109","blog_title":"HTN20190109\u306e\u65e5\u8a18","provider_name":"Hatena Blog","blog_url":"https://htn20190109.hatenablog.com/","description":"\u25a0CAM(Class Activation Map) \u753b\u50cf\u5206\u985e\u3092\u5bfe\u8c61\u3068\u3059\u308b\u53ef\u8996\u5316\u624b\u6cd5 \u7573\u307f\u8fbc\u307f\u5c64\u306e\u6700\u5f8c\u306e\u5c64\u4ee5\u964d\u3092\u4f7f\u7528\u3057\u3066\u91cd\u307f\u4ed8\u304d\u7279\u5fb4\u30de\u30c3\u30d7\u306e\u548c\u3092\u8a08\u7b97\u3059\u308b GAP + \u5168\u7d50\u5408\u5c64\u3092\u3082\u3064CNN \u4ee5\u5916\u306b\u306f\u3001\u539f\u5247\u3001\u9069\u7528\u3067\u304d\u306a\u3044 \u8a08\u7b97\u51e6\u7406\u306f\u6bd4\u8f03\u7684\u8efd\u3044\u304c\u3001\u53ef\u8996\u5316\u7d50\u679c\u306e\u89e3\u50cf\u5ea6\u306f\u7c97\u3044 \u30af\u30e9\u30b9\u6d3b\u6027\u5316\u30de\u30c3\u30d7 \u25a0Grad-CAM(Gradient-weighted Class Activation Map) \u4efb\u610f\u306eCNN\u306b\u9069\u7528\u53ef\u80fd \u7279\u5b9a\u306e\u51fa\u529b\u30af\u30e9\u30b9\u306b\u5bfe\u3059\u308b\u7279\u5b9a\u306e\u5c64\u306e\u52fe\u914d\u3092\u8a08\u7b97\u3059\u308b \u5404\u30c1\u30e3\u30cd\u30eb\u3054\u3068\u306e\u7279\u5fb4\u30de\u30c3\u30d7\u306b\u5bfe\u3059\u308b\u52fe\u914d\u3092\u91cd\u307f\u3068\u3057\u3066\u6d3b\u6027\u5316\u30de\u30c3\u30d7\u3092\u4f5c\u88fd\u3059\u308b \u9006\u4f1d\u64ad\u6642\u306b\u8ffd\u52a0\u306e\u8a08\u7b97\u304c\u5fc5\u8981\u306e\u305f\u3081\u3001CAM\u3088\u308a\u5c11\u3057\u6642\u9593\u304c\u304b\u304b\u308b\u30af\u30e9\u2026","title":"XAI(Explainable Artificial Intelligenece)","width":"100%","image_url":null,"url":"https://htn20190109.hatenablog.com/entry/2026/01/10/160807","height":"190","author_url":"https://blog.hatena.ne.jp/HTN20190109/","version":"1.0","published":"2026-01-10 16:08:07"}