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class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/majisemi.com\/topics\/oss\/4924\/#%E2%96%A0%E7%95%B3%E3%81%BF%E8%BE%BC%E3%81%BF%E3%83%8B%E3%83%A5%E3%83%BC%E3%83%A9%E3%83%AB%E3%83%8D%E3%83%83%E3%83%88%E3%83%AF%E3%83%BC%E3%82%AFCNN%EF%BC%9AConvolutional_Neural_Network\" >\u25a0\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(CNN\uff1aConvolutional Neural Network)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/majisemi.com\/topics\/oss\/4924\/#%E2%96%A0%E3%82%AA%E3%83%B3%E3%83%A9%E3%82%A4%E3%83%B3%E3%83%8B%E3%83%A5%E3%83%BC%E3%82%B9%E8%A8%98%E4%BA%8B%E3%81%AE%E4%BA%BA%E6%B0%97%E5%BA%A6%E5%88%86%E6%9E%90\" >\u25a0\u30aa\u30f3\u30e9\u30a4\u30f3\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u306e\u4eba\u6c17\u5ea6\u5206\u6790<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1 class=\"h1Custom\"><span class=\"ez-toc-section\" id=\"%E3%80%8CMXNet%E3%80%8D%E3%81%A8%E3%81%AF\"><\/span>\u300cMXNet\u300d\u3068\u306f<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E3%80%8CMXNet%E3%80%8D%E5%9F%BA%E6%9C%AC%E6%83%85%E5%A0%B1\"><\/span>\u300cMXNet\u300d\u57fa\u672c\u60c5\u5831<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E6%A6%82%E8%A6%81\"><\/span>\u25a0\u6982\u8981<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>MXNet(\u30a8\u30e0\u30a8\u30c3\u30af\u30b9\u30cd\u30c3\u30c8)\u3068\u306f\u3001\u300c\u52b9\u7387\u300d\u3068\u300c\u67d4\u8edf\u6027\u300d\u3092\u4e21\u7acb\u3057\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002AWS\u304c\u516c\u5f0f\u30b5\u30dd\u30fc\u30c8\u3092\u8868\u660e\u3057\u305f\u3053\u3068\u3067\u5927\u304d\u306a\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E5%9F%BA%E6%9C%AC%E8%AA%AC%E6%98%8E\"><\/span>\u25a0\u57fa\u672c\u8aac\u660e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>MXNet\u306f\u30d5\u30eb\u6a5f\u80fd\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002\u300c\u67d4\u8edf\u300d\u300c\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u300d\u300c\u52b9\u7387\u6027\u300d\u306a\u3069\u3092\u7279\u5fb4\u3068\u3057\u307e\u3059\u3002<\/p>\n<p>\u6700\u5148\u7aef\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u300c\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(CNN)\u300d\u300c\u9577\u77ed\u671f\u30e1\u30e2\u30ea\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(LSTM)\u300d\u306a\u3069\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n<p>\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u304b\u3089\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u307e\u3067\u306e\u5e45\u5e83\u3044\u30c7\u30d0\u30a4\u30b9\u306b\u5bfe\u5fdc\u3057\u3001\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5b9a\u7fa9\/\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\/\u5c55\u958b\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E7%B5%8C%E7%B7%AF\"><\/span>\u25a0\u7d4c\u7def<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>MXNet\u306f\u3001\u5f53\u521d\u3001\u30ef\u30b7\u30f3\u30c8\u30f3\u5927\u5b66\u3068\u30ab\u30fc\u30cd\u30ae\u30fc\u30e1\u30ed\u30f3\u5927\u5b66\u306b\u3088\u3063\u3066\u3001\u300c\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(CNN)\u300d\u3068\u300c\u9577\u77ed\u671f\u30e1\u30e2\u30ea\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(LSTM)\u300d\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306b\u958b\u767a\u304c\u59cb\u307e\u308a\u307e\u3057\u305f\u3002<br \/>\u30fb2016\u5e7411\u6708\u3001AWS\u304cMXNet\u306e\u516c\u5f0f\u30b5\u30dd\u30fc\u30c8\u3092\u8868\u660e<br \/>\u30fb2017\u5e7402\u6708\u3001MXNet\u304c\u300cApache Incubator\u300d\u306b\u8a8d\u5b9a<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%82%AA%E3%83%95%E3%82%A3%E3%82%B7%E3%83%A3%E3%83%AB%E3%82%B5%E3%82%A4%E3%83%88%E6%83%85%E5%A0%B1\"><\/span>\u25a0\u30aa\u30d5\u30a3\u30b7\u30e3\u30eb\u30b5\u30a4\u30c8\u60c5\u5831<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u30aa\u30d5\u30a3\u30b7\u30e3\u30eb\u30b5\u30a4\u30c8<\/h5>\n<p><a href='https:\/\/mxnet.apache.org\/' target='jumpsite' rel=\"noopener\">\u2192MXNet(MXNet: A Scalable Deep Learning Framework)<\/a><\/p>\n<h5>\u30e9\u30a4\u30bb\u30f3\u30b9\u60c5\u5831<\/h5>\n<p>MXNet\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u300cApache License 2.0\u300d\u3067\u3059\u3002<\/p>\n<p>\u8a73\u7d30\u306b\u3064\u3044\u3066\u3001\u3053\u3061\u3089\u3092\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<br \/><a href='https:\/\/github.com\/apache\/incubator-mxnet\/blob\/master\/LICENSE' target='jumpsite' rel=\"noopener\">\u2192GitHub\u3000\u2192apache\/incubator-mxnet\u3000\u2192LICENSE<\/a><\/p>\n<h5>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h5>\n<p><a href='https:\/\/mxnet.apache.org\/install\/' target='jumpsite' rel=\"noopener\">\u2192MXNet\u3000\u2192Installing MXNet<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E5%90%8C%E6%A7%98%E8%A3%BD%E5%93%81\"><\/span>\u25a0\u540c\u69d8\u88fd\u54c1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u540c\u69d8\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u88fd\u54c1\u3068\u3057\u3066\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u88fd\u54c1\uff1a\u300c<a href='https:\/\/www.ossnews.jp\/oss_info\/TensorFlow' target='jumpsite' rel=\"noopener\">TensorFlow<\/a>\u300d\u300c\u200b<a href='https:\/\/www.ossnews.jp\/oss_info\/Chainer' target='jumpsite' rel=\"noopener\">Chainer<\/a>\u300d\u300c<a href='https:\/\/www.ossnews.jp\/oss_info\/Caffe' target='jumpsite' rel=\"noopener\">Caffe<\/a>\u300d\u300c<a href='https:\/\/www.ossnews.jp\/oss_info\/Theano' target='jumpsite' rel=\"noopener\">Theano<\/a>\u300d\u306a\u3069\u3002<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E3%80%8CMXNet%E3%80%8D%E3%81%AE%E4%B8%BB%E3%81%AA%E7%89%B9%E5%BE%B4\"><\/span>\u300cMXNet\u300d\u306e\u4e3b\u306a\u7279\u5fb4<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E8%B1%8A%E5%AF%8C%E3%81%AA%E6%B7%B1%E5%B1%A4%E5%AD%A6%E7%BF%92%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E3%82%B5%E3%83%9D%E3%83%BC%E3%83%88\"><\/span>\u25a0\u8c4a\u5bcc\u306a\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30b5\u30dd\u30fc\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>MXNet\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5e83\u7bc4\u306a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\u30fbCNN(\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af)<br \/>\u30fbLSTM(\u9577\u77ed\u671f\u30e1\u30e2\u30ea\u30cd\u30c3\u30c8\u30ef\u30fc\u30af)<br \/>\u30fbRCNN(\u7269\u4f53\u691c\u51fa\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0)<br \/>\u30fbDeep Q Network(\u5f37\u5316\u5b66\u7fd2\u624b\u6cd5\u300cQ-learning\u300d+\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8)<\/p>\n<p>\u9069\u5fdc\u7bc4\u56f2\u306f\u3001\u300c\u753b\u50cf\u8a8d\u8b58\u300d\u300c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u300d\u300c\u30ec\u30b3\u30e1\u30f3\u30c9\u751f\u6210\u300d\u306a\u3069\u5e45\u5e83\u3044\u7528\u9014\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%82%B9%E3%82%B1%E3%83%BC%E3%83%A9%E3%83%93%E3%83%AA%E3%83%86%E3%82%A3\"><\/span>\u25a0\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>MXNet\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30ea\u30bd\u30fc\u30b9\u3092\u8ffd\u52a0\u3059\u308c\u3070\u3059\u308b\u3060\u3051\u51e6\u7406\u80fd\u529b\u304c\u5411\u4e0a\u3059\u308b\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u300c\u30ea\u30bd\u30fc\u30b9\u3092\u8ffd\u52a0\u3059\u308b\u3060\u3051\u300d\u3067\u51e6\u7406\u80fd\u529b\u3092\u9ad8\u3081\u3089\u308c\u308b\u70b9\u306b\u671f\u5f85\u304c\u96c6\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E9%AB%98%E9%80%9F%E6%80%A7\"><\/span>\u25a0\u9ad8\u901f\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30f3\u306fC++\u3067\u5b9f\u88c5\u3055\u308c\u3066\u304a\u308a\u3001\u300cI\/O\u300d\u3068\u300c\u8a08\u7b97\u51e6\u7406\u300d\u306e\u4e21\u65b9\u304c\u4e26\u5217\u51e6\u7406\u3055\u308c\u307e\u3059\u3002\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306b\u304b\u304b\u308f\u3089\u305a\u6700\u9069\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E5%A4%9A%E8%A8%80%E8%AA%9E%E5%AF%BE%E5%BF%9C\"><\/span>\u25a0\u591a\u8a00\u8a9e\u5bfe\u5fdc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>MXNet\u306f\u591a\u304f\u306e\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\u30fbPython<br \/>\u30fbC++<br \/>\u30fbR<br \/>\u30fbScala<br \/>\u30fbJava<br \/>\u30fbJulia<br \/>\u30fbMatlab<br \/>\u30fbJavaScript<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E6%9F%94%E8%BB%9F%E3%81%AA%E3%83%97%E3%83%AD%E3%82%B0%E3%83%A9%E3%83%9F%E3%83%B3%E3%82%B0%E3%83%A2%E3%83%87%E3%83%AB%E5%91%BD%E4%BB%A4%E7%9A%84%E5%AE%A3%E8%A8%80%E7%9A%84%E3%83%97%E3%83%AD%E3%82%B0%E3%83%A9%E3%83%A0%E3%81%AE%E6%B7%B7%E5%90%88\"><\/span>\u25a0\u67d4\u8edf\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30e2\u30c7\u30eb(\u547d\u4ee4\u7684\/\u5ba3\u8a00\u7684\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6df7\u5408)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>MXNet\u3067\u306f\u3001\u3069\u306e\u3088\u3046\u306b\u8a08\u7b97\u3059\u308b\u304b\u3092\u6307\u793a\u3059\u308b\u300c\u547d\u4ee4\u7684\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u3068\u3001\u3069\u3046\u306a\u308b\u3079\u304d\u304b\u3092\u5b9a\u7fa9\u3059\u308b\u300c\u5ba3\u8a00\u7684\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u3092\u4f75\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u4e3b\u8981\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u4e2d\u3067\u306fMXNet\u3060\u3051\u304c\u6301\u3063\u3066\u3044\u308b\u7279\u5fb4\u3067\u3001\u52b9\u7387\u6027\u3068\u751f\u7523\u6027\u3092\u5411\u4e0a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>MXNet\u306f\u300c\u547d\u4ee4\u7684\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u3068\u300c\u5ba3\u8a00\u7684\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u306e\u4e21\u65b9\u3092\u81ea\u52d5\u7684\u306b\u4e26\u5217\u51e6\u7406\u3057\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%83%9E%E3%83%AB%E3%83%81%E3%83%97%E3%83%A9%E3%83%83%E3%83%88%E3%83%95%E3%82%A9%E3%83%BC%E3%83%A0\"><\/span>\u25a0\u30de\u30eb\u30c1\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>MXNet\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30d0\u30a4\u30b9\/\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306b\u5bfe\u3057\u3066\u3082\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<br \/>\u30fbCPU\u30d9\u30fc\u30b9<br \/>\u30fbGPU\u30d9\u30fc\u30b9<br \/>\u30fb\u30af\u30e9\u30b9\u30bf\u74b0\u5883<br \/>\u30fb\u30b5\u30fc\u30d0\u74b0\u5883<br \/>\u30fb\u30c7\u30b9\u30af\u30c8\u30c3\u30d7PC\u74b0\u5883<br \/>\u30fb\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3(Android\u3001iOS)<\/p>\n<p>\u5bfe\u5fdcOS\u306f\u6b21\u306e\u901a\u308a\u3067\u3059\u3002<br \/>\u30fbUbuntu\/Debian<br \/>\u30fbMacOS<br \/>\u30fbWindows<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%83%A1%E3%83%A2%E3%83%AA%E5%8A%B9%E7%8E%87%E6%80%A7\"><\/span>\u25a0\u30e1\u30e2\u30ea\u52b9\u7387\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30e1\u30e2\u30ea\u52b9\u7387\u306b\u3082\u512a\u308c\u3066\u3044\u3066\u30011000\u5c64\u306e\u6df1\u3044\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u3082\u30014GB\u7a0b\u5ea6\u306e\u30e1\u30e2\u30ea\u3057\u304b\u6d88\u8cbb\u3057\u307e\u305b\u3093\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%83%AA%E3%83%95%E3%82%A1%E3%83%AC%E3%83%B3%E3%82%B9%E3%82%B5%E3%83%B3%E3%83%97%E3%83%AB%E3%83%A9%E3%82%A4%E3%83%96%E3%83%A9%E3%83%AA\"><\/span>\u25a0\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30b5\u30f3\u30d7\u30eb\u30e9\u30a4\u30d6\u30e9\u30ea<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30b3\u30fc\u30c9\u4ed8\u304d\u306e\u30b5\u30f3\u30d7\u30eb\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u300c\u753b\u50cf\u5206\u985e\u300d\u300c\u8a00\u8a9e\u30e2\u30c7\u30ea\u30f3\u30b0\u300d\u300c\u30cb\u30e5\u30fc\u30e9\u30eb\u30a2\u30fc\u30c8\u300d\u300c\u97f3\u58f0\u8a8d\u8b58\u300d\u306a\u3069\u306b\u3064\u3044\u3066\u53c2\u7167\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"MXNet%E5%8F%82%E8%80%83%E6%83%85%E5%A0%B1%E2%91%A0MXNet%E3%81%A8%E3%81%AF%E5%85%A5%E9%96%80%E7%B7%A8\"><\/span>MXNet\u53c2\u8003\u60c5\u5831\u2460MXNet\u3068\u306f(\u5165\u9580\u7de8)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e9\u30a4\u30d6\u30e9\u30ea\u300cMXNet\u300d\u306e\u6982\u8981\u3092\u7d39\u4ecb\u3059\u308b\u30b5\u30a4\u30c8\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0AWS%E3%82%B5%E3%82%A4%E3%83%88\"><\/span>\u25a0AWS\u30b5\u30a4\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>AWS\u30b5\u30a4\u30c8\u3067\u3001MXNet\u306b\u3064\u3044\u3066\u300cMXNet \u3092\u4f7f\u7528\u3057\u305f\u6df1\u5c64\u5b66\u7fd2\u306e\u5229\u70b9\u300d\u3068\u3057\u3066\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>\u30fbGLUON \u306b\u3088\u308b\u4f7f\u3044\u3084\u3059\u3055<br \/>\u30fb\u3055\u3089\u306b\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<br \/>\u30fbIOT \u304a\u3088\u3073\u30a8\u30c3\u30b8\u5411\u3051<br \/>\u30fb\u67d4\u8edf\u6027\u3068\u9078\u629e\u80a2<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='https:\/\/aws.amazon.com\/jp\/mxnet\/' target='jumpsite' rel=\"noopener\">\u2192AWS\u3000\u2192AWS \u3067\u306e Apache MXNet<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0MXNet%E5%85%A5%E9%96%80\"><\/span>\u25a0MXNet\u5165\u9580<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>MXNet\u306e\u6982\u8981\/\u7279\u5fb4\u306a\u3069\u3092\u542b\u3081\u3066\u3001\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3084\u5404\u74b0\u5883\u3067\u306e\u4f7f\u3044\u65b9\u306a\u3069\u3001MXNet\u306e\u5168\u4f53\u50cf\u304c\u5206\u304b\u308b\u3088\u3046\u306b\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>\u30fbMXNet \u3068\u306f<br \/>\u30fb\u6982\u8981<br \/>\u30fb\u7279\u5fb4<br \/>\u30fb\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<br \/>\u30fb\u8c4a\u5bcc\u306a\u5bfe\u5fdc\u8a00\u8a9e<br \/>\u30fb\u8efd\u91cf\u304b\u3064\u9ad8\u3044\u53ef\u642c\u6027<br \/>\u30fb\u547d\u4ee4\u7684 \/ \u5ba3\u8a00\u7684\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6df7\u5408<br \/>\u30fb\u8c4a\u5bcc\u306a\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30b5\u30dd\u30fc\u30c8<br \/>\u30fb\u4f7f\u3044\u65b9<br \/>\u30fb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<br \/>\u30fb\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='https:\/\/qiita.com\/pottava\/items\/ed1975bf7b67d696c70d' target='jumpsite' rel=\"noopener\">\u2192Qiita\u3000\u2192MXNet \u5165\u9580<\/a><\/p>\n<h1 class=\"h1Custom\"><span class=\"ez-toc-section\" id=\"MXNet%E5%8F%82%E8%80%83%E6%83%85%E5%A0%B1%E2%91%A1MXNet%E3%81%AE%E3%82%A4%E3%83%B3%E3%82%B9%E3%83%88%E3%83%BC%E3%83%AB\"><\/span>MXNet\u53c2\u8003\u60c5\u5831\u2461MXNet\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"MXNet%E5%8F%82%E8%80%83%E6%83%85%E5%A0%B1%E2%91%A1MXNet%E3%81%AE%E3%82%A4%E3%83%B3%E3%82%B9%E3%83%88%E3%83%BC%E3%83%AB-2\"><\/span>MXNet\u53c2\u8003\u60c5\u5831\u2461MXNet\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5404\u74b0\u5883\u306bMXNet\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0LinuxUbuntu%E7%B7%A8\"><\/span>\u25a0Linux(Ubuntu)\u7de8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>Deep3D\u306b\u5bfe\u5fdc\u3055\u305b\u305f\u300cMXNet 0.7.0\u300d\u3092\u300cUbuntu 14.04\u300d\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u624b\u9806\u304c\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>\u30fbMXNet\u306e\u30d3\u30eb\u30c9<br \/>\u30fbPython\u7528MXNet\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='https:\/\/soralab.space-ichikawa.com\/2016\/08\/mxnet-install\/' target='jumpsite' rel=\"noopener\">\u2192SoraLab\u3000\u2192MXNet\u3000\u2192Deep3D\u306b\u5bfe\u5fdc\u3055\u305b\u305fMXNet 0.7.0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u307f\u305f<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0Windows%E7%B7%A8\"><\/span>\u25a0Windows\u7de8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>Windows10\u306bMXNet\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u624b\u9806\u3067\u3059\u3002<\/p>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304b\u3089\u3001\u30e2\u30c7\u30eb\u751f\u6210\/\u5b66\u7fd2\/\u5b9f\u884c\u307e\u3067\u304c\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>\u30fb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<br \/>\u30fb\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<br \/>\u30fb\u30ed\u30b0\u51fa\u529b<br \/>\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5b9a\u7fa9<br \/>\u30fb\u5b9f\u884c\u7d50\u679c<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='http:\/\/qiita.com\/dsanno\/items\/50c6fa4ad1df16d1c1d0' target='jumpsite' rel=\"noopener\">\u2192Qiita\u3000\u2192MXNet\u3067XOR\u3092\u5b66\u7fd2\u3059\u308b<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0Mac%E7%B7%A8\"><\/span>\u25a0Mac\u7de8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>\u300cMacOS Sierra\u300d\u3078\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u30e1\u30e2\u3067\u3059\u3002<\/p>\n<p>\u30dd\u30cb\u30fc\u3084\u30be\u30a6\u306e\u753b\u50cf\u8a8d\u8b58\u7d50\u679c\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>\u30fbmac \u30c7\u30d5\u30a9\u30eb\u30c8\u306epython\u3060\u3068\u3046\u307e\u304f\u3044\u304b\u306a\u304b\u3063\u305f\u306e\u3067\u3001brew \u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002<br \/>\u30fbopencv \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<br \/>\u30fb\u63cf\u753b\u30c4\u30fc\u30eb\u304c\u5165\u3063\u3066\u306a\u3044\u3068\u6012\u3089\u308c\u305f\u306e\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<br \/>\u30fb\u809d\u5fc3\u306emxnet-ssd\u3092clone<br \/>\u30fbconfig\u3092\u5909\u3048\u306a\u3044\u3068\u30b3\u30f3\u30d1\u30a4\u30eb\u3067\u304d\u306a\u304b\u3063\u305f\u306e\u3067\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306b\u5909\u66f4<br \/>\u30fbmake\u3059\u308b<br \/>\u30fb\u30c7\u30e2\u3092\u8d70\u3089\u305b\u308b(cpu\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u3064\u3051\u306a\u3044\u3068gpu\u3067\u51e6\u7406\u3057\u3088\u3046\u3068\u3057\u3066\u30a8\u30e9\u30fc\u306b\u306a\u308b)<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='http:\/\/d.hatena.ne.jp\/go_nash\/20161021' target='jumpsite' rel=\"noopener\">\u2192I* HACK! \u30a6\u30a7\u30d6\u95a2\u9023\u306e\u30bf\u30ec\u30b3\u30df\u3000\u2192Mac OS\u306bmxnet-ssd\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u89e6\u3063\u3066\u307f\u305f<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%82%AF%E3%83%A9%E3%82%A6%E3%83%89AWSDocker%E7%B7%A8\"><\/span>\u25a0\u30af\u30e9\u30a6\u30c9(AWS)Docker\u7de8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>AWS\u3067ECS(Amazon EC2 Container Service)\u3092\u4f7f\u7528\u3057\u3066\u3001Docker\u30b3\u30f3\u30c6\u30ca\u3067MXNet\u3092\u7acb\u3061\u4e0a\u3052\u3066\u51e6\u7406\u3092\u3059\u308b\u5185\u5bb9\u3067\u3059\u3002<\/p>\n<p>AWS\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u4ed8\u304d\u3067\u3001\u5206\u304b\u308a\u3084\u3059\u304f\u624b\u9806\u304c\u8aac\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>\u30fbMXNet\u3068\u306f<br \/>\u30fb\u4eca\u56de\u3084\u308b\u3053\u3068<br \/>\u30fbECS\u30af\u30e9\u30b9\u30bf\u306e\u6e96\u5099<br \/>\u30fb\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u6e96\u5099<br \/>\u30fbMXNet\u30b3\u30f3\u30c6\u30ca\u306e\u4f5c\u6210\u3068\u767b\u9332<br \/>\u30fb\u30b3\u30f3\u30c6\u30ca\u30c7\u30d7\u30ed\u30a4\u3068Deep learning\u5b9f\u884c<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='http:\/\/qiita.com\/take60\/items\/e3dd7bdd5b708a53432c' target='jumpsite' rel=\"noopener\">\u2192Qiita\u3000\u2192MXNet\u3092ECS\u3092\u7528\u3044\u3066Docker\u30b3\u30f3\u30c6\u30ca\u3068\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3059\u308b<\/a><\/p>\n<h1 class=\"h1Custom\"><span class=\"ez-toc-section\" id=\"MXNet%E5%8F%82%E8%80%83%E6%83%85%E5%A0%B1%E2%91%A2MXNet%E3%81%AE%E3%83%81%E3%83%A5%E3%83%BC%E3%83%88%E3%83%AA%E3%82%A2%E3%83%AB\"><\/span>MXNet\u53c2\u8003\u60c5\u5831\u2462MXNet\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"MXNet%E5%8F%82%E8%80%83%E6%83%85%E5%A0%B1%E2%91%A2MXNet%E3%81%AE%E3%83%81%E3%83%A5%E3%83%BC%E3%83%88%E3%83%AA%E3%82%A2%E3%83%AB-2\"><\/span>MXNet\u53c2\u8003\u60c5\u5831\u2462MXNet\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6570\u591a\u304f\u7528\u610f\u3055\u308c\u3066\u3044\u308bMXNet\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306e\u4f7f\u3044\u65b9\u3084\u89e3\u8aac\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%82%AA%E3%83%95%E3%82%A3%E3%82%B7%E3%83%A3%E3%83%AB%E3%82%B5%E3%82%A4%E3%83%88%E3%80%80%E3%83%81%E3%83%A5%E3%83%BC%E3%83%88%E3%83%AA%E3%82%A2%E3%83%AB\"><\/span>\u25a0\u30aa\u30d5\u30a3\u30b7\u30e3\u30eb\u30b5\u30a4\u30c8\u3000\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>\u5404\u8a00\u8a9e\u7528\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u304c\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>\u30fbPython Tutorials<br \/>\u30fbScala Tutorials<br \/>\u30fbJava Tutorials<br \/>\u30fbC++ Tutorials<br \/>\u30fbR Tutorials<br \/>\u30fbPerl Tutorials<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='http:\/\/mxnet.incubator.apache.org\/tutorials\/index.html' target='jumpsite' rel=\"noopener\">\u2192MXNet\u3000\u2192Tutorials<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%82%B5%E3%82%AF%E3%83%83%E3%81%A8%E5%A7%8B%E3%82%81%E3%82%8BMXNet%E3%83%81%E3%83%A5%E3%83%BC%E3%83%88%E3%83%AA%E3%82%A2%E3%83%AB\"><\/span>\u25a0\u30b5\u30af\u30c3\u3068\u59cb\u3081\u308bMXNet\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>Docker\u30b3\u30f3\u30c6\u30ca\u3092\u4f7f\u7528\u3057\u3066MXNet\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>1. Docker \u30b3\u30f3\u30c6\u30ca\u306e\u8d77\u52d5<br \/>2. \u30b3\u30f3\u30c6\u30ca\u5185\u3067 Jupyter \u3092\u8d77\u52d5<br \/>3. \u30d6\u30e9\u30a6\u30b6\u3067\u30a2\u30af\u30bb\u30b9<br \/>4. \u76ee\u7684\u306e .ipynb \u3092\u958b\u304f<br \/>4.1. MNIST \u306e\u624b\u66f8\u304d\u63a8\u8ad6<br \/>4.2. CNN \u306b\u3088\u308b\u30c6\u30ad\u30b9\u30c8\u5206\u985e<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='http:\/\/qiita.com\/pottava\/items\/0d40747287ff31b8db77' target='jumpsite' rel=\"noopener\">\u2192Qiita\u3000\u2192\u30b5\u30af\u30c3\u3068\u59cb\u3081\u308b MXNet \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/a><\/p>\n<h1 class=\"h1Custom\"><span class=\"ez-toc-section\" id=\"MXNet%E5%8F%82%E8%80%83%E6%83%85%E5%A0%B1%E2%91%A3MXNet%E3%81%AE%E5%AE%9F%E8%A3%85%E4%BA%8B%E4%BE%8B\"><\/span>MXNet\u53c2\u8003\u60c5\u5831\u2463MXNet\u306e\u5b9f\u88c5\u4e8b\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"MXNet%E5%8F%82%E8%80%83%E6%83%85%E5%A0%B1%E2%91%A3MXNet%E3%81%AE%E5%AE%9F%E8%A3%85%E4%BA%8B%E4%BE%8B-2\"><\/span>MXNet\u53c2\u8003\u60c5\u5831\u2463MXNet\u306e\u5b9f\u88c5\u4e8b\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>MXNet\u3092\u5229\u7528\u3057\u305f\u5b9f\u88c5\u4e8b\u4f8b(\u7269\u4f53\u691c\u51fa\u30013\u6b21\u5143\u753b\u50cf\u5909\u63db\u3001\u753b\u98a8\u5909\u63db\u3001CNN\u306a\u3069)\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E7%89%A9%E4%BD%93%E6%A4%9C%E5%87%BA\"><\/span>\u25a0\u7269\u4f53\u691c\u51fa<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>MXNet\u5b9f\u88c5\u300cmxnet-ssd\u300d\u3067\u306e\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u4f5c\u6210\u304c\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u300cmxnet-SSD(Single Shot MultiBox Object Detector)\u300d\u3068\u306f\u3001\u5358\u4e00\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u30bf\u30b9\u30af\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\/\u8a55\u4fa1\/\u30c6\u30b9\u30c8\u3092\u884c\u3048\u307e\u3059\u3002<\/p>\n<p>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u3057\u3066\u300cPASCAL VOC2007\u300d\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>\u30fb\u7269\u4f53\u691c\u51fa<br \/>\u30fb\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='https:\/\/soralab.space-ichikawa.com\/2017\/01\/mxnet-ssd-training\/' target='jumpsite' rel=\"noopener\">\u2192SoraLab\u3000\u2192MXNet\u3000\u2192Single Shot MultiBox Detector\u306eMXNet\u5b9f\u88c5\u3067\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u3066\u307f\u305f<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A03%E6%AC%A1%E5%85%83%E7%94%BB%E5%83%8F%E5%A4%89%E6%8F%9B\"><\/span>\u25a03\u6b21\u5143\u753b\u50cf\u5909\u63db<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>MXNet\u306eDeep3D\u3092\u5229\u7528\u3057\u3066\u300c2\u6b21\u5143\u753b\u50cf\u30923\u6b21\u5143\u753b\u50cf\u306b\u5909\u63db\u3059\u308b\u65b9\u6cd5\u300d\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>\u30fbDeep3D<br \/>\u30fb2D\u30fb3D\u5909\u63db<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='https:\/\/soralab.space-ichikawa.com\/2016\/08\/mxnet-deep3d\/' target='jumpsite' rel=\"noopener\">\u2192SoraLab\u3000\u2192MXNet\u3000\u2192MXNet\u306eDeep3D\u3067\u753b\u50cf\u306e2D\u30fb3D\u5909\u63db\u3092\u8a66\u3057\u3066\u307f\u305f<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E7%94%BB%E9%A2%A8%E5%A4%89%E6%8F%9B\"><\/span>\u25a0\u753b\u98a8\u5909\u63db<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>MXNet\u3092\u5229\u7528\u3057\u3066\u300cNeural Art\u300d\u306b\u3088\u308b\u753b\u98a8\u5909\u63db\u3092\u884c\u306a\u3046\u4f8b\u3067\u3059\u3002<\/p>\n<p>\u300c\u30dd\u30e1\u30e9\u30cb\u30a2\u30f3\u300d\u753b\u50cf\u3092\u300c\u30b4\u30c3\u30db\u306e\u3072\u307e\u308f\u308a\u300d\u98a8\u306b\u5909\u63db\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>\u30fbMXNet<br \/>\u30fbNeural Art\u306b\u3088\u308b\u753b\u98a8\u5909\u63db<br \/>\u30fb\u30dd\u30e1\u30e9\u30cb\u30a2\u30f3 \u00d7 \u30b4\u30c3\u30db\u306e\u300e\u3072\u307e\u308f\u308a\u300f<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='https:\/\/soralab.space-ichikawa.com\/2016\/06\/mxnet-neural-art\/' target='jumpsite' rel=\"noopener\">\u2192SoraLab\u3000\u2192MXNet\u3000\u2192MXNet\u306eNeural Art\u3067\u753b\u98a8\u3092\u5909\u63db\u3057\u3066\u307f\u305f<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E7%95%B3%E3%81%BF%E8%BE%BC%E3%81%BF%E3%83%8B%E3%83%A5%E3%83%BC%E3%83%A9%E3%83%AB%E3%83%8D%E3%83%83%E3%83%88%E3%83%AF%E3%83%BC%E3%82%AFCNN%EF%BC%9AConvolutional_Neural_Network\"><\/span>\u25a0\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(CNN\uff1aConvolutional Neural Network)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>MXNet\u306eR\u30d1\u30c3\u30b1\u30fc\u30b8\u3067MNIST\u30b7\u30e7\u30fc\u30c8\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u5206\u985e\u30bf\u30b9\u30af\u3092\u8a66\u3057\u3066\u3044\u308b\u4f8b\u3067\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>\u30fbConvolutional Neural Network (CNN)\u3068\u306f<br \/>\u30fbMXnet\u306eR\u30d1\u30c3\u30b1\u30fc\u30b8{mxnet}\u3067\u624b\u6301\u3061\u306eMNIST\u30b7\u30e7\u30fc\u30c8\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u5206\u985e\u30bf\u30b9\u30af\u3092\u8a66\u3057\u3066\u307f\u308b<br \/>\u30fb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<br \/>\u30fb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6e96\u5099<br \/>\u30fbDeep Neural Network (DNN)\u3067\u8a66\u3057\u3066\u307f\u308b<br \/>\u30fbConvolutional Neural Network (CNN)\u3067\u8a66\u3057\u3066\u307f\u308b<br \/>\u30fb\u4ed6\u624b\u6cd5\u3068\u306e\u6bd4\u8f03<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='http:\/\/tjo.hatenablog.com\/entry\/2016\/03\/29\/180000' target='jumpsite' rel=\"noopener\">\u2192\u516d\u672c\u6728\u3067\u50cd\u304f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u30d6\u30ed\u30b0\u3000\u2192Deep Learning\u30e9\u30a4\u30d6\u30e9\u30ea{mxnet}\u306eR\u7248\u3067Convolutional Neural Network\u3092\u30b5\u30af\u30c3\u3068\u8a66\u3057\u3066\u307f\u305f\uff08\u8ffd\u8a183\u4ef6\u3042\u308a\uff09<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%82%AA%E3%83%B3%E3%83%A9%E3%82%A4%E3%83%B3%E3%83%8B%E3%83%A5%E3%83%BC%E3%82%B9%E8%A8%98%E4%BA%8B%E3%81%AE%E4%BA%BA%E6%B0%97%E5%BA%A6%E5%88%86%E6%9E%90\"><\/span>\u25a0\u30aa\u30f3\u30e9\u30a4\u30f3\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u306e\u4eba\u6c17\u5ea6\u5206\u6790<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h5>\u6982\u8981<\/h5>\n<p>\u300c\u3042\u308b\u30b5\u30a4\u30c8\u306b\u63b2\u8f09\u3055\u308c\u305f\u30aa\u30f3\u30e9\u30a4\u30f3\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u304c\u3001\u305d\u308c\u305e\u308c\u3069\u306e\u7a0b\u5ea6\u30b7\u30a7\u30a2\u3055\u308c\u305f\u306e\u304b\uff1f\u300d\u306b\u3064\u3044\u3066\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3067\u56de\u5e30\u51e6\u7406\u3092\u884c\u3063\u3066\u3044\u308b\u4f8b\u3067\u3059\u3002<\/p>\n<h5>\u89e3\u8aac\u30c6\u30fc\u30de<\/h5>\n<p>\u30fb\u4e0b\u6e96\u5099<br \/>\u30fb\u30d9\u30f3\u30c1\u30de\u30fc\u30af\uff08L1\u6b63\u5247\u5316\u56de\u5e30\uff06\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\uff09<br \/>\u30fbMXnet\u3067DNN\u3092\u7d44\u3093\u3067\u56de\u3057\u3066\u307f\u308b<br \/>\u30fbMXnet\u3067\u624b\u52d5\u3067\u8a66\u884c\u932f\u8aa4\u3059\u308b<br \/>\u30fb\u30d9\u30a4\u30ba\u6700\u9069\u5316\u3067\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u52b9\u7387\u826f\u304f\u9032\u3081\u308b<br \/>\u30fb\u6700\u5f8c\u306b<\/p>\n<h5>\u30da\u30fc\u30b8\u30ea\u30f3\u30af<\/h5>\n<p><a href='http:\/\/tjo.hatenablog.com\/entry\/2016\/07\/21\/190000' target='jumpsite' rel=\"noopener\">\u2192\u516d\u672c\u6728\u3067\u50cd\u304f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u30d6\u30ed\u30b0\u3000\u2192Deep Learning\u3067\u904a\u3076(2): \u30aa\u30f3\u30e9\u30a4\u30f3\u30cb\u30e5\u30fc\u30b9\u4eba\u6c17\u5ea6\uff0b\u30d9\u30a4\u30ba\u6700\u9069\u5316\u306b\u3088\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/a><\/p>\n<p class='text80'>\u203b\u5b9a\u671f\u7684\u306b\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3092\u5b9f\u65bd\u3057\u3066\u304a\u308a\u307e\u3059\u304c\u3001\u4e00\u90e8\u60c5\u5831\u304c\u53e4\u3044\u5834\u5408\u304c\u3054\u3056\u3044\u307e\u3059\u3002\u3054\u4e86\u627f\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>MXNet(\u30a8\u30e0\u30a8\u30c3\u30af\u30b9\u30cd\u30c3\u30c8)\u3068\u306f\u3001\u30d5\u30eb\u6a5f\u80fd\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002\u6700\u5148\u7aef\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u300c\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(CNN)\u300d\u300c\u9577\u77ed\u671f\u30e1\u30e2\u30ea\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(LSTM)\u300d\u306a\u3069\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001AWS\u304c\u516c\u5f0f\u30b5\u30dd\u30fc\u30c8\u3092\u8868\u660e\u3057\u305f\u3053\u3068\u3067\u5927\u304d\u306a\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"author":4,"featured_media":3972,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[243],"tags":[590],"class_list":["post-4924","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-oss","tag-mxnet"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/majisemi.com\/topics\/wp-json\/wp\/v2\/posts\/4924","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/majisemi.com\/topics\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/majisemi.com\/topics\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/majisemi.com\/topics\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/majisemi.com\/topics\/wp-json\/wp\/v2\/comments?post=4924"}],"version-history":[{"count":0,"href":"https:\/\/majisemi.com\/topics\/wp-json\/wp\/v2\/posts\/4924\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/majisemi.com\/topics\/wp-json\/wp\/v2\/media\/3972"}],"wp:attachment":[{"href":"https:\/\/majisemi.com\/topics\/wp-json\/wp\/v2\/media?parent=4924"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/majisemi.com\/topics\/wp-json\/wp\/v2\/categories?post=4924"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/majisemi.com\/topics\/wp-json\/wp\/v2\/tags?post=4924"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}