{"blog_url":"https://owatank.hatenablog.com/","author_name":"Owatank","url":"https://owatank.hatenablog.com/entry/2017/07/01/175035","categories":["\u6a5f\u68b0\u5b66\u7fd2"],"width":"100%","published":"2017-07-01 17:50:35","provider_name":"Hatena Blog","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fowatank.hatenablog.com%2Fentry%2F2017%2F07%2F01%2F175035\" title=\"tf.layers.conv2d\u3067CNN\u3092\u69cb\u7bc9\u3059\u308b - \u6642\u7d66600\u5186\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","title":"tf.layers.conv2d\u3067CNN\u3092\u69cb\u7bc9\u3059\u308b","provider_url":"https://hatena.blog","height":"190","description":"\u6709\u540d\u306a\u30bc\u30ed\u304b\u3089\u4f5c\u308bDeepLearning\u306e\u9b5a\u306e\u672c\u3042\u308a\u307e\u3059\u3088\u306d\u3002\u81ea\u5206\u3082\u304a\u4e16\u8a71\u306b\u306a\u3063\u3066\u307e\u3059\u3002 \u305d\u306e\u672c\u306e8\u7ae0\u306b \u3053\u3093\u306a\u611f\u3058\u306eCNN\u306e\u8aac\u660e\u304c\u3042\u308a\u307e\u3057\u305f\u3088\u306d\u3002\u30b3\u30fc\u30c9\u3082\u516c\u958b\u3057\u3066\u3042\u308a\u307e\u3059\u3002 \u500b\u4eba\u7684\u306btensorflow\u3067\u5b9f\u88c5\u3057\u3066\u898b\u305f\u3044\u3068\u601d\u3044\u3001\u3053\u306eCNN\u3092\u69cb\u7bc9\u3057\u3066\u307f\u305f\u3002 \u30b3\u30fc\u30c9\u306f\u3053\u3053 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u7279\u5fb4\u3068\u3057\u3066 \u7573\u307f\u8fbc\u307f\u306e\u30d5\u30a3\u30eb\u30bf\u30fc\u306f3x3 Adam\u306b\u3088\u308b\u6700\u9069\u5316 \u6d3b\u6027\u5316\u95a2\u6570\u306fReLU \u5168\u7d50\u5408\u306e\u5f8c\u306bDropout\u30ec\u30a4\u30e4\u3092\u4f7f\u7528 \u91cd\u307f\u306e\u521d\u671f\u5024\u306b\u306f\u300cHe\u306e\u521d\u671f\u5024\u300d\u3092\u4f7f\u7528 \u306e\u4ed6\u306b\u8377\u91cd\u6e1b\u8870\u3092\u8ffd\u52a0\u3057\u3066\u307f\u305f\u3002 \u5b9f\u88c5\u306b\u304a\u3044\u3066tf.nn.conv2d\u3067\u306f\u30a8\u30e9\u30fc\u304c\u51fa\u3066\u3057\u307e\u3044\u56f0\u3063\u305f\u3002 \u6700\u521d\u306e\u7b2c1\u5c64\u76ee\u3092\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u3059\u308b\u3068 h_co\u2026","type":"rich","image_url":"https://cdn.blog.st-hatena.com/images/theme/og-image-1500.png","version":"1.0","blog_title":"\u6642\u7d66600\u5186","author_url":"https://blog.hatena.ne.jp/Owatank/"}