{"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>","categories":["DL"],"title":"XAI(Explainable Artificial Intelligenece)","height":"190","description":"\u30fbCAM(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(Global Average Pooling)\u5c64\u3092\u542b\u3080\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u9020\u306b\u306e\u307f\u9069\u7528\u53ef\u80fd \u8a08\u7b97\u51e6\u7406\u306f\u6bd4\u8f03\u7684\u8efd\u3044\u304c\u3001\u53ef\u8996\u5316\u7d50\u679c\u306e\u89e3\u50cf\u5ea6\u306f\u7c97\u3044 \u7279\u5fb4\u30de\u30c3\u30d7 \u30af\u30e9\u30b9\u6d3b\u6027\u5316\u30de\u30c3\u30d7 \u30fbGrad-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 \u30af\u30e9\u30b9\u6d3b\u6027\u5316\u30de\u30c3\u30d7 \u30fb\u5927\u57df\u7684\u306a\u89e3\u91c8 \u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u304c\u5404\u7279\u5fb4\u306e\u5f71\u97ff\u5ea6\u3092\u793a\u3059 \u6c7a\u5b9a\u6728\u3001\u7dda\u5f62\u56de\u5e30 \u30fb\u5c40\u2026","url":"https://htn20190109.hatenablog.com/entry/2026/01/10/160807","version":"1.0","image_url":null,"blog_url":"https://htn20190109.hatenablog.com/","blog_title":"HTN20190109\u306e\u65e5\u8a18","published":"2026-01-10 16:08:07","author_url":"https://blog.hatena.ne.jp/HTN20190109/","provider_name":"Hatena Blog","author_name":"HTN20190109","width":"100%","provider_url":"https://hatena.blog"}