{"id":902,"date":"2022-05-16T11:15:04","date_gmt":"2022-05-16T02:15:04","guid":{"rendered":"https:\/\/www.waseda.jp\/inst\/smartse\/?p=902"},"modified":"2026-04-07T09:56:09","modified_gmt":"2026-04-07T00:56:09","slug":"k04-%e3%82%b9%e3%83%9e%e3%83%bc%e3%83%88iot%e3%82%b7%e3%82%b9%e3%83%86%e3%83%a0%e3%83%bb%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e5%85%a5%e9%96%80","status":"publish","type":"post","link":"https:\/\/www.waseda.jp\/inst\/smartse\/subject\/902","title":{"rendered":"K04  IoT\u30fbAI\u30b7\u30b9\u30c6\u30e0\u30fb\u30d3\u30b8\u30cd\u30b9\u5165\u9580"},"content":{"rendered":"<h3>\u6982\u8981<\/h3>\n<p>IoT\u30fbAI\u30b7\u30b9\u30c6\u30e0\u306e\u6280\u8853\u3068\u30d3\u30b8\u30cd\u30b9\u30c7\u30b6\u30a4\u30f3\u306e\u6982\u8981\u3092\u4e8b\u4f8b\u3092\u901a\u3058\u3066\u5b66\u3076\u3002<br \/>\n\u203bIoT\u30fbAI\u30b7\u30b9\u30c6\u30e0\u521d\u5b66\u8005\u306e\u305f\u3081\u306e\u30a8\u30f3\u30c8\u30ea\u79d1\u76ee\u3067\u3042\u308b\u3002<\/p>\n<h3>\u8b1b\u5e2b<\/h3>\n<p>\u9df2\u5d0e \u5f18\u5b9c (\u65e9\u7a32\u7530\u5927\u5b66)<br \/>\n\u5ca1\u5d0e \u6b63\u4e00 (\u30e2\u30d0\u30a4\u30eb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u63a8\u9032\u30b3\u30f3\u30bd\u30fc\u30b7\u30a2\u30e0)<br \/>\n\u5927\u9ed2 \u7be4 (\u30e2\u30d0\u30a4\u30eb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u63a8\u9032\u30b3\u30f3\u30bd\u30fc\u30b7\u30a2\u30e0)<br \/>\n\u5897\u5009 \u5b5d\u4e00 (\u30e2\u30d0\u30a4\u30eb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u63a8\u9032\u30b3\u30f3\u30bd\u30fc\u30b7\u30a2\u30e0)<\/p>\n<h3>\u5230\u9054\u76ee\u6a19<\/h3>\n<p>\u4ee5\u4e0b\u306e\u5185\u5bb9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u76ee\u6a19\u3068\u3059\u308b\u3002<br \/>\n\u2010IoT\u30b5\u30fc\u30d3\u30b9\u30b7\u30b9\u30c6\u30e0\u306e\u6982\u8981\u3068\u305d\u306e\u5177\u4f53\u4e8b\u4f8b<br \/>\n\u2010IoT\u30b5\u30fc\u30d3\u30b9\u30b7\u30b9\u30c6\u30e0\u3092\u652f\u3048\u308b\u6280\u8853\u3068\u6d3b\u7528\u65b9\u6cd5\u306e\u6982\u8981<\/p>\n<h3>\u6e96\u5099\u5b66\u7fd2\u30fb\u524d\u63d0\u77e5\u8b58<\/h3>\n<p>\u2010\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\uff06\u30b5\u30fc\u30d3\u30b9\u958b\u767a\u306e\u57fa\u790e\u77e5\u8b58<br \/>\n\u2010Raspberry Pi\u3001Python\u306e\u4e8b\u524d\u5b66\u7fd2\u52d5\u753b\u3042\u308a(\u8996\u8074\u5fc5\u9808)<\/p>\n<h3>\u5c65\u4fee\u6642\u9593<\/h3>\n<p>\u6642\u6570\uff1a4\u30b3\u30de\u3000\u3000\u6642\u9593\u6570\uff1a6\u6642\u9593<\/p>\n<h3>\u5b9f\u65bd\u65b9\u6cd5<\/h3>\n<p>\u4e8b\u524d\u5b66\u7fd2\uff08\u7b2c1-4\u56de\uff09\uff1a\u30aa\u30f3\u30c7\u30de\u30f3\u30c9<br \/>\n\u7b2c5-6\u56de\uff1a\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\uff08Zoom or \u5bfe\u9762\u3000\u203b\u53c2\u52a0\u65b9\u6cd5\u306f\u9078\u629e\u53ef\u80fd\uff09<br \/>\n\u7b2c7-8\u56de\uff1aZoom<\/p>\n<h3>\u8a08\u753b<\/h3>\n<table class=\"table table-colored-tbhd\">\n<tbody>\n<tr style=\"height: 24px;\">\n<th style=\"width: 5%; height: 24px;\">\u56de<\/th>\n<th style=\"width: 45%; height: 24px; text-align: left;\">\u6982\u8981<\/th>\n<th style=\"width: 18%; text-align: left;\">\u8b1b\u5e2b<\/th>\n<th style=\"width: 18%; text-align: left;\">\u5b9f\u65bd\u65b9\u6cd5<\/th>\n<th style=\"width: 14%; text-align: left;\">\u8b1b\u7fa9\u5f62\u614b<\/th>\n<\/tr>\n<tr>\n<td>1<\/td>\n<td>\u3010\u4e8b\u524d\u5b66\u7fd2\u3011IoT\u30fbAI\u30b7\u30b9\u30c6\u30e0\u3068IoT\u30b5\u30fc\u30d3\u30b9\u30d3\u30b8\u30cd\u30b9<\/td>\n<td>\u9df2\u5d0e\u5f18\u5b9c<\/td>\n<td>\u30aa\u30f3\u30c7\u30de\u30f3\u30c9<\/td>\n<td>\u5ea7\u5b66<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td>\u3010\u4e8b\u524d\u5b66\u7fd2\u3011IoT\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u6280\u8853\t<\/td>\n<td>\u5ca1\u5d0e\u6b63\u4e00<\/td>\n<td>\u30aa\u30f3\u30c7\u30de\u30f3\u30c9<\/td>\n<td>\u5ea7\u5b66<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td>\u3010\u4e8b\u524d\u5b66\u7fd2\u3011\u901a\u4fe1\u65b9\u5f0f\u30fb\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/td>\n<td>\u5ca1\u5d0e\u6b63\u4e00<\/td>\n<td>\u30aa\u30f3\u30c7\u30de\u30f3\u30c9<\/td>\n<td>\u5ea7\u5b66<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td>\u3010\u4e8b\u524d\u5b66\u7fd2\u3011IoT\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u30fb\u904b\u7528<\/td>\n<td>\u5ca1\u5d0e\u6b63\u4e00<\/td>\n<td>\u30aa\u30f3\u30c7\u30de\u30f3\u30c9<\/td>\n<td>\u5ea7\u5b66<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>IoT\u30c7\u30d0\u30a4\u30b9<\/td>\n<td>\u5927\u9ed2\u7be4<\/td>\n<td>Zoom or \u5bfe\u9762<\/td>\n<td>\u5ea7\u5b66<\/td>\n<\/tr>\n<tr>\n<td>6<\/td>\n<td>IoT\u30b7\u30b9\u30c6\u30e0\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u958b\u767a<\/td>\n<td>\u5927\u9ed2\u7be4<\/td>\n<td>Zoom or \u5bfe\u9762<\/td>\n<td>\u6f14\u7fd2<\/td>\n<\/tr>\n<tr>\n<td>7<\/td>\n<td>IoT\u30c7\u30fc\u30bf\u6d3b\u7528\u6280\u88531<br \/>\n(\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6982\u8981\u3068\u6d3b\u7528)<\/td>\n<td>\u5897\u5009\u5b5d\u4e00<\/td>\n<td>Zoom<\/td>\n<td>\u6f14\u7fd2<\/td>\n<\/tr>\n<tr>\n<td>8<\/td>\n<td>IoT\u30c7\u30fc\u30bf\u6d3b\u7528\u6280\u88532<br \/>\n(\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30c4\u30fc\u30eb)<\/td>\n<td>\u5897\u5009\u5b5d\u4e00<\/td>\n<td>Zoom<\/td>\n<td>\u6f14\u7fd2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u6a5f\u6750<\/h3>\n<p>\u5168\u54e1\u914d\u5e03\uff1aRaspberry Pi \u30bb\u30c3\u30c8\u3001\u5de5\u4f5c\u30ad\u30c3\u30c8\u3001K04\u7528microSD\u30ab\u30fc\u30c9<br \/>\n\u5404\u81ea\u7528\u610f\uff1a\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u3001\u30ad\u30fc\u30dc\u30fc\u30c9\u3001\u30de\u30a6\u30b9(\u3044\u305a\u308c\u3082Raspberry Pi \u64cd\u4f5c\u7528)<br \/>\n\u203b\u6559\u5ba4\u3067\u306e\u5bfe\u9762\u53d7\u8b1b\u8005\u3078\u306f\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u3001\u30ad\u30fc\u30dc\u30fc\u30c9\u3001\u30de\u30a6\u30b9\u3092\u8cb8\u51fa\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2<\/h3>\n<p>TensorFlow\u3001Keras\u3001Anaconda(Python)\u3000\u203b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u306f\u8b1b\u7fa9\u524d\u306b\u5225\u9014\u6307\u793a<\/p>\n<h3>\u53c2\u8003\u66f8<\/h3>\n<p>\u2010\u5185\u5e73\u76f4\u5fd7(\u8457)\u3001\u6226\u7565\u7684IoT\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3001\u30df\u30cd\u30eb\u30f4\u30a1\u66f8\u623f\u30012018<br \/>\n\u2010\u30e2\u30d0\u30a4\u30eb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u63a8\u9032\u30b3\u30f3\u30bd\u30fc\u30b7\u30a2\u30e0(\u8457)\u3001IoT \u6280\u8853\u30c6\u30ad\u30b9\u30c8\u3001\u30ea\u30c3\u30af\u30c6\u30ec\u30b3\u30e0\u30012018<\/p>\n<h3>\u8a55\u4fa1<\/h3>\n<p>\u30ec\u30dd\u30fc\u30c8<\/p>\n<h3>\u5099\u8003<\/h3>\n<p>\u672c\u8b1b\u7fa9\u306fPython\u306e\u57fa\u790e\u77e5\u8b58\u3092\u6709\u3059\u308b\u3053\u3068\u524d\u63d0\u3067\u9032\u884c\u3059\u308b\u3002<br \/>\n\u521d\u5b66\u8005\u306f\u3082\u3061\u308d\u3093\u306e\u3053\u3068\u3001\u5168\u54e1\u3001\u5fc5\u305a\u53d7\u8b1b\u524d\u306b\u63d0\u4f9b\u306e\u4e8b\u524d\u5b66\u7fd2\u3092\u6e08\u307e\u305b\u308b\u3053\u3068\u3002<\/p>\n<h3>\u53c2\u8003\u60c5\u5831<\/h3>\n<p><a class=\"pdf\" href=\"https:\/\/www.waseda.jp\/inst\/smartse\/assets\/uploads\/2022\/05\/c84e1779039eb13a0cb9baed2402f6d9.pdf\" target=\"_blank\" rel=\"noopener\">2020\u5e74\u5ea6\u3000K04\u3000iCD\u30b9\u30ad\u30eb\u30de\u30c3\u30d4\u30f3\u30b0\u3000\u03b2\u7248<\/a><br \/>\n\u203b\u4eca\u5f8c\u898b\u76f4\u3057\u306e\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>2026\u5e74\u5ea6\u3088\u308a\u540d\u79f0\u5909\u66f4\uff08\u65e7\u540d\u79f0\uff1a\u30b9\u30de\u30fc\u30c8IoT\u30b7\u30b9\u30c6\u30e0\u30fb\u30d3\u30b8\u30cd\u30b9\u5165\u9580\uff09<br \/>\n\u203b\u6559\u80b2\u8a13\u7df4\u7d66\u4ed8\u5236\u5ea6 \u79d1\u76ee\u8ffd\u52a0\u30fb\u5909\u66f4\u7533\u8acb\u4e2d<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6982\u8981 IoT\u30fbAI\u30b7\u30b9\u30c6\u30e0\u306e\u6280\u8853\u3068\u30d3\u30b8\u30cd\u30b9\u30c7\u30b6\u30a4\u30f3\u306e\u6982\u8981\u3092\u4e8b\u4f8b\u3092\u901a\u3058\u3066\u5b66\u3076\u3002 \u203bIoT\u30fbAI\u30b7\u30b9\u30c6\u30e0\u521d\u5b66\u8005\u306e\u305f\u3081\u306e\u30a8\u30f3\u30c8\u30ea\u79d1\u76ee\u3067\u3042\u308b\u3002 \u8b1b\u5e2b \u9df2\u5d0e \u5f18\u5b9c (\u65e9\u7a32\u7530\u5927\u5b66) \u5ca1\u5d0e \u6b63\u4e00 (\u30e2\u30d0\u30a4\u30eb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u63a8\u9032\u30b3\u30f3\u30bd [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[105],"tags":[],"class_list":["post-902","post","type-post","status-publish","format-standard","hentry","category-subject"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.waseda.jp\/inst\/smartse\/wp-json\/wp\/v2\/posts\/902","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.waseda.jp\/inst\/smartse\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.waseda.jp\/inst\/smartse\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/smartse\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/smartse\/wp-json\/wp\/v2\/comments?post=902"}],"version-history":[{"count":1,"href":"https:\/\/www.waseda.jp\/inst\/smartse\/wp-json\/wp\/v2\/posts\/902\/revisions"}],"predecessor-version":[{"id":7950,"href":"https:\/\/www.waseda.jp\/inst\/smartse\/wp-json\/wp\/v2\/posts\/902\/revisions\/7950"}],"wp:attachment":[{"href":"https:\/\/www.waseda.jp\/inst\/smartse\/wp-json\/wp\/v2\/media?parent=902"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/smartse\/wp-json\/wp\/v2\/categories?post=902"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/smartse\/wp-json\/wp\/v2\/tags?post=902"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}