{"id":1169,"date":"2025-02-21T10:51:49","date_gmt":"2025-02-21T01:51:49","guid":{"rendered":"https:\/\/route-zero.com\/recruit\/route\/1169\/"},"modified":"2025-04-21T10:56:19","modified_gmt":"2025-04-21T01:56:19","slug":"1169","status":"publish","type":"route","link":"https:\/\/route-zero.com\/recruit\/route\/1169\/","title":{"rendered":"JavaScript\u3060\u3051\u3067AI\u753b\u50cf\u8a8d\u8b58\uff01TensorFlow.js\u3067\u4f5c\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u985e\u30a2\u30d7\u30ea"},"content":{"rendered":"<div>\n<h2>\u306f\u3058\u3081\u306b\uff5cJavaScript\u3060\u3051\u3067AI\u3092\u4f53\u9a13\u3067\u304d\u308b\u6642\u4ee3<\/h2>\n<p>\u300cAI\u3092\u4f7f\u3046\u306b\u306fPython\u3084\u9ad8\u5ea6\u306a\u6570\u5f0f\u304c\u5fc5\u8981\u300d\u2015\u2015\u305d\u3093\u306a\u6642\u4ee3\u306f\u3082\u3046\u7d42\u308f\u308a\u307e\u3057\u305f\u3002<br \/>Google\u304c\u958b\u767a\u3059\u308b TensorFlow.js \u3092\u4f7f\u3048\u3070\u3001<strong>JavaScript\u3060\u3051\u3067\u30d6\u30e9\u30a6\u30b6\u4e0a\u306bAI\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u53ef\u80fd<\/strong>\u3067\u3059\u3002\u3057\u304b\u3082\u3001Web\u30ab\u30e1\u30e9\u3092\u4f7f\u3063\u3066<strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u7269\u4f53\u3092\u5206\u985e<\/strong>\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001<strong>TensorFlow.js\u3068MobileNet\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u3001\u30ab\u30e1\u30e9\u306b\u6620\u3063\u305f\u7269\u4f53\u3092\u81ea\u52d5\u3067\u5206\u985e\u3059\u308b\u30a2\u30d7\u30ea<\/strong>\u306e\u4f5c\u308a\u65b9\u3092\u3001<strong>HTML\u30d5\u30a1\u30a4\u30eb1\u679a\u3067\u5b8c\u7d50\u3059\u308b\u5f62\u3067\u89e3\u8aac<\/strong>\u3057\u307e\u3059\u3002<\/p>\n<hr>\n<h2>\u5b8c\u6210\u30a4\u30e1\u30fc\u30b8<\/h2>\n<ul>\n<li>\n<p>HTML\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304f\u3060\u3051\u3067\u30ab\u30e1\u30e9\u304c\u8d77\u52d5<\/p>\n<\/li>\n<li>\n<p>\u6620\u3063\u3066\u3044\u308b\u7269\u4f53\u3092AI\u304c\u81ea\u52d5\u5206\u985e<\/p>\n<\/li>\n<li>\n<p>\u30e9\u30d9\u30eb\u3068\u78ba\u7387\u304c2\u79d2\u3054\u3068\u306b\u66f4\u65b0\u3055\u308c\u308b<\/p>\n<\/li>\n<li>\n<p>\u7279\u5225\u306a\u74b0\u5883\u30fb\u30b5\u30fc\u30d0\u30fc\u30fb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u4e0d\u8981<\/p>\n<\/li>\n<\/ul>\n<hr>\n<h2>\u5fc5\u8981\u306a\u3082\u306e<\/h2>\n<ul>\n<li>\n<p>Web\u30d6\u30e9\u30a6\u30b6\uff08Chrome\u63a8\u5968\uff09<\/p>\n<\/li>\n<li>\n<p>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\uff08CDN\u7d4c\u7531\u3067\u30e9\u30a4\u30d6\u30e9\u30ea\u8aad\u8fbc\uff09<\/p>\n<\/li>\n<li>\n<p>HTML\u30d5\u30a1\u30a4\u30eb1\u679a\u3060\u3051\uff01<\/p>\n<\/li>\n<\/ul>\n<hr>\n<h2>\u30b3\u30fc\u30c9\u5168\u6587\uff08\u30b3\u30d4\u30da\u3067\u3059\u3050\u8a66\u305b\u308b\uff09<\/h2>\n<p>\u4ee5\u4e0b\u304c\u3001<strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u753b\u50cf\u5206\u985e\u3092\u884c\u3046HTML\u30b3\u30fc\u30c9<\/strong>\u3067\u3059\uff01<\/p>\n<pre><code>&lt;!DOCTYPE html&gt;\r\n&lt;html lang=<span>\"ja\"<\/span>&gt;\r\n  &lt;head&gt;\r\n    &lt;meta charset=<span>\"UTF-8\"<\/span> \/&gt;\r\n    &lt;title&gt;\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u753b\u50cf\u5206\u985e&lt;\/title&gt;\r\n    &lt;script src=<span>\"https:\/\/cdn.jsdelivr.net\/npm\/@tensorflow\/tfjs@4.10.0\"<\/span>&gt;&lt;\/script&gt;\r\n    &lt;script src=<span>\"https:\/\/cdn.jsdelivr.net\/npm\/@tensorflow-models\/mobilenet@2.1.0\"<\/span>&gt;&lt;\/script&gt;\r\n    &lt;style&gt;\r\n      body {\r\n        font-family: sans-serif;\r\n        text-align: center;\r\n        margin-top: <span>20<\/span>px;\r\n      }\r\n      video {\r\n        width: <span>224<\/span>px;\r\n        height: <span>224<\/span>px;\r\n      }\r\n      p {\r\n        font-size: <span>16<\/span>px;\r\n        margin-top: <span>10<\/span>px;\r\n      }\r\n    &lt;\/style&gt;\r\n  &lt;\/head&gt;\r\n  &lt;body&gt;\r\n    &lt;h2&gt;\u30ab\u30e1\u30e9AI\u5206\u985e&lt;\/h2&gt;\r\n    &lt;video id=<span>\"video\"<\/span> autoplay muted playsinline&gt;&lt;\/video&gt;\r\n    &lt;p id=<span>\"result\"<\/span>&gt;\u30e2\u30c7\u30eb\u3092\u8aad\u307f\u8fbc\u307f\u4e2d...&lt;\/p&gt;\r\n\r\n    &lt;script&gt;\r\n      <span>const<\/span> video = document.getElementById(<span>\"video\"<\/span>);\r\n      <span>const<\/span> result = document.getElementById(<span>\"result\"<\/span>);\r\n\r\n      <span><span>async<\/span> function <span>init<\/span>(<span><\/span>)<\/span> {\r\n        <span>const<\/span> stream = <span>await<\/span> navigator.mediaDevices.getUserMedia({\r\n          video: { width: <span>224<\/span>, height: <span>224<\/span>, facingMode: <span>\"environment\"<\/span> },\r\n          audio: <span>false<\/span>,\r\n        });\r\n        video.srcObject = stream;\r\n\r\n        <span>const<\/span> model = <span>await<\/span> mobilenet.load();\r\n        result.innerText = <span>\"\u5206\u985e\u4e2d...\"<\/span>;\r\n        <span>const<\/span> classify = <span>async<\/span> () =&gt; {\r\n          <span>const<\/span> predictions = <span>await<\/span> model.classify(video);\r\n          result.innerText = predictions.length\r\n            ? `${predictions[<span>0<\/span>].className} (${(predictions[<span>0<\/span>].probability * <span>100<\/span>).toFixed(<span>1<\/span>)}%)`\r\n            : <span>\"\u5206\u985e\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\"<\/span>;\r\n          setTimeout(classify, <span>2000<\/span>);\r\n        };\r\n\r\n        classify();\r\n      }\r\n\r\n      init();\r\n    &lt;\/script&gt;\r\n  &lt;\/body&gt;\r\n&lt;\/html&gt;<\/code><\/pre>\n<h3>\u89e3\u8aac\uff5c\u3053\u306e\u30b3\u30fc\u30c9\u304c\u3084\u3063\u3066\u3044\u308b\u3053\u3068<\/h3>\n<ul>\n<li>\n<p><strong>TensorFlow.js\u3068MobileNet\u3092CDN\u3067\u8aad\u307f\u8fbc\u307f<\/strong><br \/>\u2192 AI\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u5373\u6642\u5229\u7528<\/p>\n<\/li>\n<li>\n<p><strong>\u30ab\u30e1\u30e9\u6620\u50cf\u3092video\u8981\u7d20\u3067\u53d6\u5f97<\/strong><br \/>\u2192 getUserMedia() \u306b\u3088\u308a\u5b9f\u884c\u4e2d\u306e\u30d6\u30e9\u30a6\u30b6\u30ab\u30e1\u30e9\u3092\u8d77\u52d5<\/p>\n<\/li>\n<li>\n<p><strong>\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30c9\u3057\u3066\u753b\u50cf\u3092\u5206\u985e<\/strong><br \/>\u2192 mobilenet.classify(video) \u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u8ad6<\/p>\n<\/li>\n<li>\n<p><strong>\u7d50\u679c\u8868\u793a\u30922\u79d2\u3054\u3068\u306b\u66f4\u65b0<\/strong><br \/>\u2192 \u8ca0\u8377\u3092\u6291\u3048\u308b\u305f\u3081 setTimeout \u3067\u30eb\u30fc\u30d7\u5236\u5fa1<\/p>\n<\/li>\n<\/ul>\n<h2>\u5b9f\u884c\u65b9\u6cd5\uff08\u30dd\u30a4\u30f3\u30c8\uff09<\/h2>\n<ol>\n<li>\n<p>\u30b3\u30fc\u30c9\u3092 .html \u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\uff08\u4f8b\uff1aindex.html\uff09<\/p>\n<\/li>\n<li>\n<p><strong>\u30ed\u30fc\u30ab\u30ebWeb\u30b5\u30fc\u30d0\u30fc<\/strong>\u3067\u958b\u304f\uff08\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u3001file:\/\/ \u3067\u306f\u30ab\u30e1\u30e9\u304c\u52d5\u4f5c\u3057\u306a\u3044\u3053\u3068\u304c\u591a\u3044\uff09<\/p>\n<ul>\n<li>\n<p>\u4f8b\uff1aVS Code\u306e\u300cLive Server\u300d\u62e1\u5f35\u3092\u4f7f\u7528<\/p>\n<\/li>\n<li>\n<p>\u307e\u305f\u306fPython\u306e\u7c21\u6613\u30b5\u30fc\u30d0\u30fc python -m http.server<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<hr>\n<h2>\u5fdc\u7528\u30a2\u30a4\u30c7\u30a2<\/h2>\n<ul>\n<li>\n<p>\u7d50\u679c\u306b\u5fdc\u3058\u3066\u30b5\u30a6\u30f3\u30c9\u3084\u753b\u50cf\u3092\u5909\u5316\u3055\u305b\u308b<\/p>\n<\/li>\n<li>\n<p>\u7279\u5b9a\u7269\u4f53\uff08\u4f8b\uff1a\u732b\u30fb\u72ac\uff09\u3092\u691c\u51fa\u3057\u305f\u3089\u901a\u77e5<\/p>\n<\/li>\n<li>\n<p>Web\u30a2\u30d7\u30ea\u306b\u7d44\u307f\u8fbc\u3093\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u4f53\u9a13\u3078\u767a\u5c55<\/p>\n<\/li>\n<\/ul>\n<hr>\n<h2>\u307e\u3068\u3081\uff5cAI\u958b\u767a\u306f\u3082\u3063\u3068\u8eab\u8fd1\u306b\u306a\u3063\u3066\u3044\u308b<\/h2>\n<p>TensorFlow.js \u3092\u4f7f\u3048\u3070\u3001<strong>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u521d\u5fc3\u8005\u3067\u3082\u3001AI\u30e2\u30c7\u30eb\u3092\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u52d5\u304b\u3059\u4f53\u9a13\u304c\u53ef\u80fd<\/strong>\u3067\u3059\u3002<br \/>HTML\u3068JavaScript\u306e\u57fa\u672c\u3060\u3051\u3067\u3001\u3053\u3093\u306a\u306b\u3082\u7c21\u5358\u306b\u300cAI\u3089\u3057\u3044\u300d\u3053\u3068\u304c\u3067\u304d\u308b\u6642\u4ee3\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u3010\u5916\u90e8\u30ea\u30f3\u30af\u3011<\/h3>\n<p><a href=\"https:\/\/www.tensorflow.org\/js\">TensorFlow.js \u516c\u5f0f\u30b5\u30a4\u30c8<\/a><\/p>\n<p><a href=\"https:\/\/developer.mozilla.org\/ja\/docs\/Web\/API\/MediaDevices\/getUserMedia\">MDN: getUserMedia() \u2013 \u30ab\u30e1\u30e9\u30a2\u30af\u30bb\u30b9<\/a><\/p>\n<h3>\u3010\u5185\u90e8\u30ea\u30f3\u30af\u3011<\/h3>\n<p><a href=\"https:\/\/route-zero.com\/recruit\/route\/1151\/\">\u30102025\u5e74\u7248\u3011AI \u00d7 JavaScript\uff5cAI\u6d3b\u7528\u3067\u958b\u767a\u304c10\u500d\u901f\u304f\u306a\u308b\u6280\u8853\uff06\u30d7\u30ed\u30f3\u30d7\u30c810\u9078<\/a><\/p>\n<p><a href=\"https:\/\/route-zero.com\/recruit\/route\/1156\/\">AI\u306b\u3088\u308b\u30d0\u30b0\u4fee\u6b63\u306f\u5b9f\u7528\u7684\u304b\uff1f\u5b9f\u9a13\u3057\u3066\u307f\u305f<\/a><\/p>\n<p><a href=\"https:\/\/route-zero.com\/recruit\/route\/1042\/\">\u3010\u73fe\u5834\u3067\u5f79\u7acb\u3064\uff01\u3011ChatGPT\u4f7f\u3044\u3053\u306a\u3057\u88535\u9078<\/a><\/p>\n<\/div>\n","protected":false},"featured_media":1170,"template":"","_links":{"self":[{"href":"https:\/\/route-zero.com\/recruit\/wp-json\/wp\/v2\/route\/1169"}],"collection":[{"href":"https:\/\/route-zero.com\/recruit\/wp-json\/wp\/v2\/route"}],"about":[{"href":"https:\/\/route-zero.com\/recruit\/wp-json\/wp\/v2\/types\/route"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/route-zero.com\/recruit\/wp-json\/wp\/v2\/media\/1170"}],"wp:attachment":[{"href":"https:\/\/route-zero.com\/recruit\/wp-json\/wp\/v2\/media?parent=1169"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}