{"id":5822,"date":"2025-11-25T15:05:32","date_gmt":"2025-11-25T06:05:32","guid":{"rendered":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/?p=5822"},"modified":"2025-11-26T13:08:25","modified_gmt":"2025-11-26T04:08:25","slug":"2025_a18-%e8%87%aa%e8%b5%b0%e3%83%ad%e3%83%bc%e3%83%90%e3%83%bc%e3%81%ab%e3%82%88%e3%82%8bai%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e8%8a%b1%e5%8d%89%e5%81%a5%e5%ba%b7%e8%a7%a3%e6%9e%90%e3%82%b7","status":"publish","type":"post","link":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/2025_prode\/2025_a18-%e8%87%aa%e8%b5%b0%e3%83%ad%e3%83%bc%e3%83%90%e3%83%bc%e3%81%ab%e3%82%88%e3%82%8bai%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e8%8a%b1%e5%8d%89%e5%81%a5%e5%ba%b7%e8%a7%a3%e6%9e%90%e3%82%b7","title":{"rendered":"2025_A18: \u81ea\u8d70\u30ed\u30fc\u30d0\u30fc\u306b\u3088\u308bAI\u3092\u7528\u3044\u305f\u82b1\u5349\u5065\u5eb7\u89e3\u6790\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u76ee\u6b21<\/h2>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group has-background\" style=\"background-color:#d2d2d2\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<ul class=\"wp-block-list\">\n<li><a href=\"#gaiyou\">\u6982\u8981<\/a><\/li>\n\n\n\n<li id=\"\uff03mokuteki\"><a href=\"#purpose\">\u76ee\u7684<\/a><\/li>\n\n\n\n<li><a href=\"#goal\">\u76ee\u6a19<\/a><\/li>\n\n\n\n<li><a href=\"#client\">\u60f3\u5b9a\u30af\u30e9\u30a4\u30a2\u30f3\u30c8<\/a><\/li>\n\n\n\n<li><a href=\"#member\">\u30e1\u30f3\u30d0\u30fc<\/a><\/li>\n\n\n\n<li><a href=\"#system-diagram\">\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u56f3<\/a><\/li>\n\n\n\n<li><a href=\"#screen-transition\">\u753b\u9762\u9077\u79fb\u56f3<\/a><\/li>\n\n\n\n<li><a href=\"#mojuru\">\u4f7f\u7528\u30e2\u30b8\u30e5\u30fc\u30eb<\/a><\/li>\n\n\n\n<li><a href=\"#video\">\u8d70\u884c\u52d5\u753b<\/a><\/li>\n<\/ul>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"gaiyou\">\u6982\u8981<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/IMG_3302-1-scaled.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/IMG_3302-1-1024x1024.jpg\" alt=\"\" class=\"wp-image-6039\" style=\"width:382px;height:auto\" srcset=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/IMG_3302-1-1024x1024.jpg 1024w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/IMG_3302-1-300x300.jpg 300w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/IMG_3302-1-150x150.jpg 150w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/IMG_3302-1-768x768.jpg 768w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/IMG_3302-1-1536x1536.jpg 1536w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/IMG_3302-1-2048x2048.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p>\u30fb\u81ea\u8d70\u30ed\u30fc\u30d0\u30fc\u304c\u845b\u98fe\u533a\u306e\u690d\u7269\u5712\u3092\u4e00\u4eba\u3067\u5de1\u56de\u3057\u3066\u82b1\u306e\u5199\u771f\u3092\u64ae\u3063\u3066\u304f\u308b\u3002<br>\u30fb\u64ae\u3063\u3066\u304d\u305f\u5199\u771f\u306b\u5bfe\u3057\u3066AI\u306e\u753b\u50cf\u8a8d\u8b58\u3092\u5229\u7528\u3057\u3066\u690d\u7269\u5712\u306e\u82b1\u306b\u75c5\u6c17\u304c\u306a\u3044\u304b\u3092\u89e3\u6790\u3002<br>\u30fb\u64ae\u3063\u305f\u82b1\u306e\u72b6\u614b\u3092\u307e\u3068\u3081\u3066\u8868\u793a\u3057\u3066\u3001\u82b1\u306e\u5065\u5eb7\u306e\u7570\u5e38\u6709\u7121\u306b\u304b\u304b\u308f\u3089\u305a\u5168\u3066\u306e\u5199\u771f\u3092\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u95b2\u89a7\u53ef\u80fd\u3002<br>\u30fb\u5de1\u56de\u5f8c\u306f\u5831\u544a\u66f8\u3092\u81ea\u52d5\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u696d\u52d9\u3092\u81ea\u52d5\u5316\u3002<br>\u30fb\u4eca\u307e\u3067\u8077\u54e1\u304c\u624b\u52d5\u3067\u64ae\u5f71\u3001\u8a18\u9332\u3092\u884c\u3063\u3066\u3044\u305f\u304c\u672c\u30b7\u30b9\u30c6\u30e0\u306e\u4ee3\u7528\u306b\u3088\u308a\u904b\u7528\u8ca0\u62c5\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br>\u30fb\u4eca\u307e\u3067\u306f\u8077\u54e1\u306e\u7d4c\u9a13\u3084\u77e5\u8b58\u304c\u591a\u304f\u5fc5\u8981\u3060\u3063\u305f\u304c\u3001\u672c\u30b7\u30b9\u30c6\u30e0\u306f\u8ab0\u3067\u3082\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u5c5e\u4eba\u5316\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br>\u30fb\u5b9a\u70b9\u30ab\u30e1\u30e9\u306a\u3069\u3068\u9055\u3044\u666f\u89b3\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u306a\u304f\u5fc5\u8981\u306a\u6642\u3060\u3051\u8d70\u3089\u305b\u308b\u3053\u3068\u3067\u696d\u52d9\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u30c9\u30ed\u30fc\u30f3\u306e\u3088\u3046\u306b\u904b\u7528\u306e\u8a31\u53ef\u5236\u9650\u3082\u306a\u3044\u3002<br>\u30fb\u4e00\u5ea6\u624b\u52d5\u3067\u8d70\u3089\u305b\u308b\u3053\u3068\u3067\u30eb\u30fc\u30c8\u3092\u515a\u3048\u308b\u306e\u3067\u8907\u6570\u306e\u690d\u7269\u5712\u306b\u4ee3\u7528\u53ef\u80fd\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"purpose\">\u76ee\u7684<\/h2>\n\n\n\n<figure class=\"wp-block-table alignleft\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u5c5e\u4eba\u5316\u304c\u9032\u3093\u3067\u3044\u308b\u690d\u7269\u5712\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u696d\u52d9\u306b\u304a\u3044\u3066\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u6301\u7d9a\u53ef\u80fd\u306a\u696d\u52d9\u4f53\u5236\u306e\u78ba\u7acb<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"goal\">\u76ee\u6a19<\/h2>\n\n\n\n<figure class=\"wp-block-table alignleft\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u5e74\u9593\u4f5c\u696d\u6642\u9593\u524a\u6e1b<\/strong><br><strong>260h \u2192 78h\uff08\u25b270%<\/strong>\uff09<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u30ed\u30fc\u30d0\u30fc\u5de1\u56de\uff1a\u90312\u56de\u00d745\u5206\u00d750\u9031<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-left\" id=\"client\">\u60f3\u5b9a\u30af\u30e9\u30a4\u30a2\u30f3\u30c8<\/h2>\n\n\n\n<p>\u3000\u6771\u4eac\u90fd\u3000\u845b\u98fe\u533a\u3000\u516c\u5712\u8ab2<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"member\">\u30e1\u30f3\u30d0\u30fc<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a2a\u4e95\u5584\u656c\u3000\u3000\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc<\/li>\n\n\n\n<li>\u5d0e\u679d\u7950\u6cbb\u3000\u3000\u30d7\u30ed\u30b0\u30e9\u30de\u30fc<\/li>\n\n\n\n<li>\u5ca9\u7530\u67ca\u3000\u3000\u3000\u30c7\u30b6\u30a4\u30ca\u30fc<\/li>\n\n\n\n<li>\u4e2d\u5cf6\u9f8d\u4e4b\u4ecb\u3000\u30c7\u30b6\u30a4\u30ca\u30fc<\/li>\n\n\n\n<li>\u65e5\u4e4b\u897f\u6d77\u8056\u3000\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u88dc\u4f50<\/li>\n\n\n\n<li>\u798f\u5d0e\u6674\u592a\u3000\u3000\u30d7\u30ed\u30b0\u30e9\u30de\u30fc<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"system-diagram\">\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u56f3<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-13.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"564\" src=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-13-1024x564.png\" alt=\"\" class=\"wp-image-5976\" srcset=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-13-1024x564.png 1024w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-13-300x165.png 300w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-13-768x423.png 768w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-13-1536x845.png 1536w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-13.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"screen-transition\">\u753b\u9762\u9077\u79fb\u56f3<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-14.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"472\" src=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-14-1024x472.png\" alt=\"\" class=\"wp-image-5977\" srcset=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-14-1024x472.png 1024w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-14-300x138.png 300w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-14-768x354.png 768w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/image-14.png 1137w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"mojuru\">\u4f7f\u7528\u30e2\u30b8\u30e5\u30fc\u30eb<\/h2>\n\n\n\n<p>\u3000<strong>\u4f7f\u7528\u8a00\u8a9e<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python<\/li>\n\n\n\n<li>HTML<\/li>\n\n\n\n<li>CSS<\/li>\n<\/ul>\n\n\n\n<p>\u3000<strong>\u958b\u767a\u74b0\u5883<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>VS code<\/li>\n<\/ul>\n\n\n\n<p>\u3000<strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>SQLite<\/li>\n<\/ul>\n\n\n\n<p>\u3000<strong>\u4f7f\u7528\u6280\u8853<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>OpenCV<\/li>\n\n\n\n<li>TensorFlow<\/li>\n\n\n\n<li>ReportLab<\/li>\n\n\n\n<li>flask<\/li>\n\n\n\n<li>websocket<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"video\">\u8d70\u884c\u52d5\u753b<\/h2>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"720\" style=\"aspect-ratio: 1280 \/ 720;\" width=\"1280\" controls src=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/11\/Video-1.mp4\"><\/video><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"source-code\"><\/h2>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-right is-layout-flex wp-container-core-buttons-is-layout-765c4724 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.printfriendly.com\/print?url=https:\/\/open.shonan.bunkyo.ac.jp\/proen\/?p=5822\">PDF\u5909\u63db<\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6b21 \u6982\u8981 \u30fb\u81ea\u8d70\u30ed\u30fc\u30d0\u30fc\u304c\u845b\u98fe\u533a\u306e\u690d\u7269\u5712\u3092\u4e00\u4eba\u3067\u5de1\u56de\u3057\u3066\u82b1\u306e\u5199\u771f\u3092\u64ae\u3063\u3066\u304f\u308b\u3002\u30fb\u64ae\u3063\u3066\u304d\u305f\u5199\u771f\u306b\u5bfe\u3057\u3066AI\u306e\u753b\u50cf\u8a8d\u8b58\u3092\u5229\u7528\u3057\u3066\u690d\u7269\u5712\u306e\u82b1\u306b\u75c5\u6c17\u304c\u306a\u3044\u304b\u3092\u89e3\u6790\u3002\u30fb\u64ae\u3063\u305f\u82b1\u306e\u72b6\u614b\u3092\u307e\u3068\u3081\u3066\u8868\u793a\u3057\u3066\u3001\u82b1\u306e\u5065\u5eb7\u306e\u7570\u5e38\u6709\u7121\u306b\u304b\u304b &hellip; <a href=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/2025_prode\/2025_a18-%e8%87%aa%e8%b5%b0%e3%83%ad%e3%83%bc%e3%83%90%e3%83%bc%e3%81%ab%e3%82%88%e3%82%8bai%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e8%8a%b1%e5%8d%89%e5%81%a5%e5%ba%b7%e8%a7%a3%e6%9e%90%e3%82%b7\" class=\"more-link\">\u7d9a\u304d\u3092\u8aad\u3080 <span class=\"screen-reader-text\">2025_A18: \u81ea\u8d70\u30ed\u30fc\u30d0\u30fc\u306b\u3088\u308bAI\u3092\u7528\u3044\u305f\u82b1\u5349\u5065\u5eb7\u89e3\u6790\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":15,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[31],"tags":[],"class_list":["post-5822","post","type-post","status-publish","format-standard","hentry","category-2025_prode"],"_links":{"self":[{"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/posts\/5822","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/comments?post=5822"}],"version-history":[{"count":36,"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/posts\/5822\/revisions"}],"predecessor-version":[{"id":6062,"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/posts\/5822\/revisions\/6062"}],"wp:attachment":[{"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/media?parent=5822"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/categories?post=5822"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/tags?post=5822"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}