{"id":116,"date":"2018-01-21T20:00:46","date_gmt":"2018-01-21T11:00:46","guid":{"rendered":"http:\/\/staka.jp\/wordpress\/?p=116"},"modified":"2018-01-21T20:00:46","modified_gmt":"2018-01-21T11:00:46","slug":"%e6%a4%8d%e7%89%a9%e3%81%ae%e7%97%85%e6%b0%97%e3%82%92deep-learning%e3%81%a7%e5%88%a4%e5%88%a5-%e3%80%80web%e3%82%a2%e3%83%97%e3%83%aa%e6%a7%8b%e7%af%89%e7%b7%a8%ef%bc%8b%e3%81%be%e3%81%a8%e3%82%81","status":"publish","type":"post","link":"https:\/\/staka.jp\/wordpress\/?p=116","title":{"rendered":"WEB\u30a2\u30d7\u30ea\u69cb\u7bc9\uff08keras+uwsgi+bottle\uff09\u7de8\uff0b\u307e\u3068\u3081\uff06AI\u69cb\u7bc9\u306e\u60a9\u307f\uff083\/3\uff09"},"content":{"rendered":"<p>\u524d\u56de\u3001\u524d\u3005\u56de\u304b\u3089\u5f15\u304d\u7d9a\u304d\u3001<a href=\"http:\/\/www.plant-check.jp\/\">\u690d\u7269\u306e\u5199\u771f\u304b\u3089\u75c5\u6c17\u3092\u5224\u5225\u3059\u308b\u30b5\u30a4\u30c8(http:\/\/www.plant-check.jp\/)<\/a>\u3092\u4f5c\u3063\u305f\u3068\u304d\u306e\u307e\u3068\u3081\u3002\u4eca\u56de\u306fWEB\u30b5\u30a4\u30c8\u3092\u69cb\u7bc9\u3057\u305f\u3068\u304d\u306e\u307e\u3068\u3081\u3002<\/p>\n<h2>WEB\u30b5\u30a4\u30c8\u306e\u6982\u8981<\/h2>\n<p>\u30ea\u30f3\u30af\u306b\u3042\u308b\u3068\u304a\u308a\u3001WEB\u30b5\u30a4\u30c8\u306f\u30b7\u30f3\u30d7\u30eb\u306a\u4f5c\u308a\u3068\u306a\u3063\u3066\u3044\u308b\u3002\u5927\u304d\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306f\u4e0b\u8a18\u306e2\u3064\u3002\u305d\u3057\u3066\u3084\u308b\u3053\u3068\u306f\u307b\u3068\u3093\u3069\u540c\u3058\u3002<\/p>\n<ol>\n<li>\u30e6\u30fc\u30b6\u304c\u30b5\u30a4\u30c8\u306e\u300c\u5199\u771f\u3092\u64ae\u5f71\u300d\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u3068\u3001\u81ea\u5206\u306e\u30b9\u30de\u30db\u304b\u3089\u5199\u771f\u3092\u64ae\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u3002\u6b21\u306b\u300c\u75c5\u6c17\u3092\u30c1\u30a7\u30c3\u30af\u300d\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u3068\u3001\u53d6\u3063\u305f\u5199\u771f\u306e\u690d\u7269\u304c\u75c5\u6c17\u304b\u5224\u5b9a\u3055\u308c\u308b\u3002<\/li>\n<li>\u30e6\u30fc\u30b6\u304c\u30b5\u30a4\u30c8\u306e\u300c\u5199\u771f\u3092\u9078\u629e\u300d\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u3068\u3001\u81ea\u5206\u306ePC\/\u30b9\u30de\u30db\u304b\u3089\u5199\u771f\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u3002\u6b21\u306b\u300c\u75c5\u6c17\u3092\u30c1\u30a7\u30c3\u30af\u300d\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u3068\u3001\u9078\u3093\u3060\u5199\u771f\u306e\u690d\u7269\u304c\u75c5\u6c17\u304b\u5224\u5b9a\u3055\u308c\u308b\u3002<\/li>\n<\/ol>\n<h2>HTML\u90e8\u5206<\/h2>\n<p>\u30b9\u30de\u30db\u7d4c\u7531\u3067\u5199\u771f\u3092\u53d6\u3089\u305b\u308b\u306b\u306fcapture=&#8221;camera&#8221;\u3092\u4f7f\u3048\u3070OK\u3002<\/p>\n<pre> &lt;input type=\"file\" accept=\"image\/*\" capture=\"camera\" id=\"camera\" style=\"display:none;\" name=\"upload\" \/&gt;\n<\/pre>\n<p>\u305d\u308c\u4ee5\u5916\u306e\u90e8\u5206\u3068\u3057\u3066\u3001label\u30bf\u30b0\u3092\u4f7f\u3063\u3066\u30dc\u30bf\u30f3\u3092\u96a0\u3057\u305f\u308a\u3001\u82e5\u5e72JavaScript\u3067\u30dc\u30bf\u30f3\u306e\u6d3b\u6027\u30fb\u975e\u6d3b\u6027\u3092\u5207\u308a\u66ff\u3048\u305f\u308a\u3057\u3066\u3044\u308b\u304c\u7279\u6b8a\u306a\u3053\u3068\u306f\u3084\u3063\u3066\u3044\u306a\u3044\u3002<\/p>\n<h2>\u30b5\u30fc\u30d0\u90e8\u5206<\/h2>\n<p>\u30b5\u30fc\u30d0\u90e8\u5206\u306e\u69cb\u6210\u306f\u6b21\u306e\u901a\u308a\u3067\u3001\u3053\u3061\u3089\u3082\u7279\u6b8a\u306a\u69cb\u6210\u3067\u306f\u306a\u3044\u3002<\/p>\n<ul>\n<li>sakura\u306eVPS\uff08ubuntu 16.04 LTS\uff09<\/li>\n<li>Docker<\/li>\n<li>nginx<\/li>\n<li>uwsgi<\/li>\n<li>Python\u306e\u30a2\u30d7\u30ea\n<ul>\n<li>bottle\u3092\u5229\u7528\u3057\u3066\u30e2\u30c7\u30eb\u90e8\u5206\uff08keras + tensorflow\uff09\u3068WEB\u30a2\u30d7\u30ea\u90e8\u5206\u3092\u3064\u306a\u3052\u305f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>uwsgi\u3068nginx\u306e\u3064\u306a\u304e\u306fSocket\u3092\u4f7f\u7528\u3057\u305f\u3002\uff08nginx\u5074 uwsgi_pass unix:\/path_to\/uwsgi.sock\u3001uwsgi\u5074 socket = \/path_to\/uwsgi.sock \uff09\u826f\u304f\u308f\u304b\u3089\u306a\u3044\u5834\u5408\u306f\u3001\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u898b\u306a\u304c\u3089\u66f8\u304f\u306e\u304c\u4e00\u756a\u3060\u3063\u305f\u8a18\u61b6\u304c\u3042\u308b\u3002<br \/>\nPython\u306e\u30a2\u30d7\u30ea\u90e8\u5206\u306fbottle\u3092\u7528\u3044\u3066\u66f8\u3044\u305f\u3002\u6bce\u56de\u6bce\u56de\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30c9\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3055\u3059\u304c\u306b\u5bcc\u8c6a\u904e\u304e\u308b\u306e\u3067\u3001\u8d77\u52d5\u6642\u306b\u5224\u5225\u30e2\u30c7\u30eb\uff08\u690d\u7269\u304b\u5426\u304b\u3001\u75c5\u6c17\u304b\u5426\u304b\uff09\u3092\u30ed\u30fc\u30c9\u3057\u3066\u305d\u308c\u3092\u4f7f\u3044\u307e\u308f\u3059\u3088\u3046\u306b\u3057\u3066\u3044\u308b\u3002<br \/>\n\u4e00\u70b9\u306f\u307e\u3063\u305f\u70b9\u3068\u3057\u3066uwsgi.conf\u3067threads = 1\u3001enable-threads = false\u3068\u3057\u306a\u3044\u3068\u52d5\u4f5c\u3057\u306a\u304b\u3063\u305f\u3002\u5f53\u6642forum\u3092\u78ba\u8a8d\u3057\u305f\u611f\u3058\u3067\u306fkeras\u306epredict\u51e6\u7406\u304c\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u306e\u304c\u539f\u56e0\u3060\u3063\u305f\u3068\u8a18\u61b6\u3057\u3066\u3044\u308b\uff08\u304c\u3001\u30e2\u30c7\u30eb\u8aad\u307f\u8fbc\u307f\u6642\u306b\u30d5\u30ea\u30fc\u30ba\u3057\u305f\u3088\u3046\u306a\u8a18\u61b6\u3082\u3042\u308b\uff09\u3002\u305d\u308c\u3068\u3001bottle\u306e\u5236\u7d04\u306e\u3088\u3046\u3060\u304c\u3001\u5de8\u5927\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u305f\u5834\u5408\u306e\u5bfe\u7b56\uff08chunk\u3054\u3068\u306b\u8aad\u307f\u3053\u3093\u3067\u3001\u4e00\u5b9a\u4ee5\u4e0a\u306e\u30b5\u30a4\u30ba\u306e\u5834\u5408\u306f\u51e6\u7406\u3092\u505c\u6b62\uff09\u3092\u81ea\u5206\u3067\u66f8\u304b\u306a\u3044\u3068\u3044\u3051\u306a\u3044\u306e\u304c\u9762\u5012\u3060\u3063\u305f\u3002<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u30e2\u30c7\u30eb\u69cb\u7bc9\u90e8\u5206\u306e\u30b3\u30fc\u30c9\u884c\u6570\u306f\u7d04100\u884c\uff08\u00d72\uff09\u3001\u30b5\u30fc\u30d0\u90e8\u5206\u306e\u30b3\u30fc\u30c9\u884c\u6570\u306f\u7d04200\u884c\u3060\u3063\u305f\u3002\u300cAI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u304c\u75c5\u6c17\u3092\u8a3a\u65ad\uff01\u300d\u3068\u3044\u3046\u30b5\u30a4\u30c8\u304c\u3053\u306e\u7a0b\u5ea6\u306e\u884c\u6570\u3067\u66f8\u3051\u3066\u3057\u307e\u3046\u306e\u306f\u3001\u4fbf\u5229\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u6574\u5099\u3055\u308c\u305f\u304a\u304b\u3052\u3067\u3001\u4f5c\u8005\u306b\u611f\u8b1d\u3067\u3042\u308b\u3002\u3082\u3063\u3068\u3082\u3001\u30e2\u30c7\u30eb\u69cb\u7bc9\u90e8\u5206\u306f\u30ce\u30a6\u30cf\u30a6\u542b\u3081\u3066\u81ea\u52d5\u5316\u3055\u308c\u3066\u3044\u304f\u306f\u305a\u3067\u3001\u5927\u624b\u5404\u793e\u3082AutoML\u3001Azure Machine Learning\u3001\u30fb\u30fb\u30fb\u3068\u8a00\u3063\u305f\u540d\u524d\u3067\u305d\u306e\u3088\u3046\u306a\u74b0\u5883\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u3066\u3044\u308b\u3002<br \/>\nAI\u3084\u3089\u4eba\u5de5\u77e5\u80fd\u3084\u3089\u4f55\u3084\u3089\u306e\u4e3b\u6226\u5834\u306f\u3001\u7d50\u5c40\u4f55\u3059\u308b\u306e\uff1f\u3068\u3044\u3046\u65b9\u5411\u304b\u3001\u307b\u3093\u307e\u306b\u4f7f\u3048\u308b\u306e\uff1f\u3068\u3044\u3046\u65b9\u5411\u306b\u306a\u308b\u6c17\u304c\u3057\u3066\u3044\u3066\u3001\u30af\u30ed\u30b9\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u7cbe\u5ea6\u3092\u7af6\u3063\u3066\u3082\u7121\u610f\u5473\u306a\u6642\u4ee3\u306b\u306a\u308a\u3064\u3064\u3042\u308b\u3093\u3060\u308d\u3046\u306a\u30fc\u3068\u601d\u3046\u3002\uff08\u3068\u3044\u3046\u3053\u3068\u3067\u79c1\u306f\u81ea\u52d5\u5316\u5927\u6b53\u8fce\u3001\u305d\u306e\u4ed6\u306e\u601d\u3044\u306f\u305d\u306e\u4ed6\u3078\uff09<br \/>\n\u4eca\u5f8c\u3001\u60c5\u71b1\u304c\u5fa9\u6d3b\u3059\u308c\u3070\u4ed6\u306e\u75c5\u6c17\u3078\u306e\u5bfe\u5fdc\u3092\u884c\u3046\u4e88\u5b9a\u3002\u3082\u3046\u5c11\u3057\u5b9f\u9a13\u3057\u305f\u3044\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3001\u30b3\u30fc\u30c9\u3092\u516c\u958b\u3059\u308b\u306e\u306f\u305d\u306e\u5f8c\u306b\u306a\u308b\u898b\u8fbc\u307f\u3002<br \/>\n<!--more--><\/p>\n<h2>\u305d\u306e\u4ed6<\/h2>\n<p>\u30c7\u30fc\u30bf\u53ce\u96c6 \uff5e AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u306e\u69cb\u7bc9 \uff5e \u305d\u308c\u3092\u4f7f\u3046WEB\u30a2\u30d7\u30ea\u4f5c\u6210\u3068\u3044\u3046\u4e00\u9023\u306e\u6d41\u308c\u306b\u52a0\u3048\u3066\u3001\u74b0\u5883\u69cb\u7bc9\u3084\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3092\u4e00\u4eba\u3067\u3084\u3063\u3066\u307f\u305f\u308f\u3051\u3067\u3001\u3053\u308c\u3067staka\u306f&#8221;\u3075\u308b\u3059\u305f\u3063\u304f\u3048\u3093\u3058\u306b\u3042&#8221;\u3067\u3042\u308b\u3068\u80f8\u3092\u5f35\u3063\u3066\u8a00\u3048\u308b\u306f\u305a\uff08\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001DB\u306f\u4eca\u56de\u5165\u3063\u3066\u3044\u306a\u3044\u3051\u3069\uff09\u3002<br \/>\n\u305d\u308c\u306f\u304a\u3044\u3066\u304a\u3044\u3066\u30012\u5e74\u306b1\u56de\u304f\u3089\u3044\u306e\u5272\u5408\u3067\u8d77\u304d\u308b\u885d\u52d5\u306e\u3082\u3068\u30b5\u30a4\u30c8\u3092\u4f5c\u3063\u3066\u307f\u305f\u3002\u4e00\u9023\u306e\u6d41\u308c\u3092\u81ea\u5206\u3067\u3084\u3063\u3066\u307f\u308b\u3068\u672c\u5f53\u306b\u52c9\u5f37\u306b\u306a\u308b\u3002\u4ed5\u4e8b\u3092\u5fd8\u308c\u3066\u597d\u304d\u653e\u984c\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3084\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u9078\u3076\u306e\u3082\u697d\u3057\u3044\u3002<br \/>\n\u524d\u56de\u3082\u66f8\u3044\u305f\u901a\u308a\u3001\u73fe\u6642\u70b9\u3067\u306f\u300c\u3042\u308b\u76ee\u7684\u306e\u305f\u3081\u306b\u69cb\u7bc9\u3059\u3079\u304dAI\u300d\u3092\u6b63\u3057\u304f\u8a2d\u8a08\u3059\u308b\u306e\u306f\u4eba\u9593\u306e\u4ed5\u4e8b\u3067\u3042\u308b\u3002\u672c\u4ef6\u3060\u3068\u3001\u4f55\u3092\u3084\u308a\u305f\u3044\u306e\u304b\uff1fAI\u306b\u3069\u3046\u3044\u3063\u305f\u52d5\u304d\u3092\u671f\u5f85\u3059\u308b\u306e\u304b\uff1f\u3069\u3046\u3044\u3063\u305f\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u306e\u304b\uff1f\u3069\u3046\u3044\u3063\u305f\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u306a\u306e\u304b\uff1f\u30c7\u30fc\u30bf\u306e\u30d0\u30a4\u30a2\u30b9\u306f\u3069\u3046\u53d6\u308a\u6271\u3046\u306e\u304b\uff1f\u3069\u3046\u3044\u3063\u305f\u6280\u8853\u3092\u9078\u3076\u306e\u304b\uff1f\u3069\u3046\u3084\u3063\u3066\u5b9f\u88c5\u3059\u308b\u306e\u304b\uff1f\u3069\u3046\u3084\u3063\u3066\u691c\u8a3c\u3059\u308b\u306e\u304b\uff1f\u3069\u3046\u3084\u3063\u3066\u904b\u7528\u3059\u308b\u306e\u304b\uff1f\u306a\u3069\u306a\u3069\u3001\u8272\u3005\u6c7a\u3081\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\uff08\u306a\u3093\u3068\u306a\u304f\u30d5\u30ed\u30fc\u30c1\u30c3\u30af\u306b\u66f8\u3044\u3066\u3044\u308b\u304c\u3001\u5b9f\u969b\u306f\u591a\u304f\u306e\u624b\u623b\u308a\u3084\u518d\u691c\u8a0e\u304c\u767a\u751f\u3059\u308b\uff09<br \/>\n\u4e0a\u8a18\u306b\u52a0\u3048\u3001\u6700\u8fd1\u306f\u8aac\u660e\u53ef\u80fd\u6027\u3001\u4fe1\u983c\u6027\u3001\u516c\u5e73\u6027\u3068\u3044\u3063\u305f\u3053\u3068\u3082\u8003\u3048\u308b\u5fc5\u8981\u304c\u3067\u3066\u304d\u3066\u3044\u308b\u3002<a href=\"https:\/\/ja.wikipedia.org\/wiki\/EU%E4%B8%80%E8%88%AC%E3%83%87%E3%83%BC%E3%82%BF%E4%BF%9D%E8%AD%B7%E8%A6%8F%E5%89%87#%E8%B2%AC%E5%8B%99%E3%81%A8%E8%AA%AC%E6%98%8E%E8%B2%AC%E4%BB%BB\">GDPR 2018\uff08https:\/\/ja.wikipedia.org\/wiki\/EU%E4%B8%80%E8%88%AC%E3%83%87%E3%83%BC%E3%82%BF%E4%BF%9D%E8%AD%B7%E8%A6%8F%E5%89%87#%E8%B2%AC%E5%8B%99%E3%81%A8%E8%AA%AC%E6%98%8E%E8%B2%AC%E4%BB%BB\uff09<\/a>\u3068\u304b\u898f\u5236\u3082\u3042\u308b\u3002GDPR2018\u306e\u5185\u5bb9\u306f\u500b\u4eba\u7684\uff08\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u4eba\u76ee\u7dda\u3092\u5916\u3059\u3068\uff09\u306b\u306f\u3001\u307e\u30fc\u305d\u3046\u3060\u3088\u306d\u30fc\u3001\u3068\u3044\u3063\u305f\u30e2\u30ce\u3060\u304c\u3001\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u4eba\u30fb\u4f7f\u3046\u4eba\u76ee\u7dda\u3060\u3068\u3001\u30cf\u30fc\u30c9\u30eb\u9ad8\u3044\u306a\u30fc\u3068\u3044\u3046\u5370\u8c61\u3092\u53d7\u3051\u308b\u3002<a href=\"https:\/\/www.partnershiponai.org\/\">Partnership on AI(https:\/\/www.partnershiponai.org\/)<\/a>\u307f\u305f\u3044\u306a\u696d\u754c\u56e3\u4f53\u304c\u51fa\u6765\u305f\u308a\u3001fairness-aware\u306a\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u624b\u6cd5\u3084\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u304c\u7814\u7a76\u3055\u308c\u3066\u3044\u305f\u308a\u3001XAI\uff08Explainable Artificial Intelligence\uff09\u3092\u30ad\u30fc\u30ef\u30fc\u30c9\u3068\u3059\u308b\u7814\u7a76\u304c\u306a\u3055\u308c\u3066\u3044\u305f\u308a\u3001\u3068\u4e0a\u8a18\u306b\u5bfe\u5fdc\u3059\u308b\u52d5\u304d\u306f\u3042\u308b\u306b\u306f\u3042\u308b\u306e\u3060\u304c\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u3057\u3066\u3053\u308c\u3067OK\u307f\u305f\u3044\u306a\u65b9\u6cd5\u306f\u4eca\u306e\u3068\u3053\u308d\u7121\u3044\u3002\uff08\u3082\u3063\u3068\u3082\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3067\u89e3\u6c7a\u53ef\u80fd\u306a\u554f\u984c\u306a\u306e\u304b\uff1f\u3068\u8a00\u3046\u7591\u554f\u306f\u3042\u308b\u304c\u30fb\u30fb\u30fb\u3002\uff09<br \/>\n\u305b\u3063\u304b\u304f\u306eAI\u30d6\u30fc\u30e0\u306a\u306e\u3067\u3001\u30ea\u30bd\u30fc\u30b9\u304c\u5927\u91cf\u306b\u304b\u3051\u3089\u308c\u308b\u4eca\u3053\u305d\u300cAI\u3068\u502b\u7406\u300d\u306e\u3088\u3046\u306b\u96e3\u3057\u3044\u90e8\u5206\u306e\u8b70\u8ad6\u304c\u9032\u3093\u3067\u307b\u3057\u3044\u306a\u30fc\uff08\u9032\u3081\u305f\u3044\u306a\u30fc\uff09\u3068\u601d\u3046\u4eca\u65e5\u3053\u306e\u9803\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u56de\u3001\u524d\u3005\u56de\u304b\u3089\u5f15\u304d\u7d9a\u304d\u3001\u690d\u7269\u306e\u5199\u771f\u304b\u3089\u75c5\u6c17\u3092\u5224\u5225\u3059\u308b\u30b5\u30a4\u30c8(http:\/\/www.plant-check.jp\/)\u3092\u4f5c\u3063\u305f\u3068\u304d\u306e\u307e\u3068\u3081\u3002\u4eca\u56de\u306fWEB\u30b5\u30a4\u30c8\u3092\u69cb\u7bc9\u3057\u305f\u3068\u304d\u306e\u307e\u3068\u3081\u3002 WEB\u30b5\u30a4\u30c8\u306e\u6982\u8981 \u30ea\u30f3\u30af\u306b\u3042\u308b\u3068\u304a\u308a &hellip; <a href=\"https:\/\/staka.jp\/wordpress\/?p=116\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;WEB\u30a2\u30d7\u30ea\u69cb\u7bc9\uff08keras+uwsgi+bottle\uff09\u7de8\uff0b\u307e\u3068\u3081\uff06AI\u69cb\u7bc9\u306e\u60a9\u307f\uff083\/3\uff09&#8221; 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