{"id":6390,"date":"2024-08-29T10:24:53","date_gmt":"2024-08-29T10:24:53","guid":{"rendered":"https:\/\/www.mixtile.com\/?page_id=6390"},"modified":"2024-08-30T08:07:48","modified_gmt":"2024-08-30T08:07:48","slug":"ai-based-bee-detection-and-tracking","status":"publish","type":"page","link":"https:\/\/www.mixtile.com\/ja\/ai-based-bee-detection-and-tracking\/","title":{"rendered":"AI\u306b\u3088\u308b\u30cf\u30c1\u306e\u691c\u51fa\u3068\u8ffd\u8de1"},"content":{"rendered":"<section class=\"section\" id=\"section_620766389\">\n\t\t<div class=\"bg section-bg fill bg-fill\" >\n\n\t\t\t\n\t\t\t\n\t\t\t\n\t<div class=\"is-border\"\n\t\tstyle=\"border-color:rgb(235, 235, 235);border-width:1px 0px 0px 0px;\">\n\t<\/div>\n\n\t\t<\/div>\n\n\t\t\n\n\t\t<div class=\"section-content relative\">\n\t\t\t\n\n<div class=\"row\"  id=\"row-2056653383\">\n\n\n\t<div id=\"col-2138421998\" class=\"col medium-12 small-12 large-11\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\n\t<div id=\"text-2983957108\" class=\"text\">\n\t\t\n\n<h1 style=\"text-align: left;\"><span style=\"font-size: 160%;\"><strong><span style=\"font-weight: 600; color: #ffffff;\">AI\u306b\u3088\u308b\u30cf\u30c1\u306e\u691c\u51fa\u3068\u8ffd\u8de1<\/span><\/strong><\/span><\/h1>\n<p>&nbsp;<\/p>\n<p><span class=\"inline-comment-marker valid active\" style=\"color: #ffffff; font-size: 115%;\">\u8fb2\u696d\u306b\u304a\u3051\u308bMixtile Edge 2\u30ad\u30c3\u30c8\u306e\u4f7f\u7528\u6cd5\uff1a\u30df\u30c4\u30d0\u30c1\u306e\u5065\u5eb7\u3068\u751f\u5b58\u306b\u4e0d\u53ef\u6b20\u306a\u30df\u30c4\u30d0\u30c1\u691c\u51fa\u6a5f\u80fd<\/span><\/p>\n\t\t\n<style>\n#text-2983957108 {\n  font-size: 0.85rem;\n}\n<\/style>\n\t<\/div>\n\t\n\n\t\t<\/div>\n\t\t\t\t\n<style>\n#col-2138421998 > .col-inner {\n  padding: 0px 0px 0px 0px;\n  margin: 10px 0px -68px 0px;\n}\n@media (min-width:550px) {\n  #col-2138421998 > .col-inner {\n    padding: 0px 0px 0px 15px;\n  }\n}\n<\/style>\n\t<\/div>\n\n\t\n\n<\/div>\n\n\t\t<\/div>\n\n\t\t\n<style>\n#section_620766389 {\n  padding-top: 0px;\n  padding-bottom: 0px;\n  min-height: 400px;\n  background-color: rgb(246, 246, 246);\n}\n#section_620766389 .section-bg.bg-loaded {\n  background-image: url(https:\/\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/240829-Bee-Banner-BG.jpg);\n}\n#section_620766389 .section-bg {\n  background-position: 50% 50%;\n}\n#section_620766389 .ux-shape-divider--top svg {\n  height: 150px;\n  --divider-top-width: 100%;\n}\n#section_620766389 .ux-shape-divider--bottom svg {\n  height: 150px;\n  --divider-width: 100%;\n}\n<\/style>\n\t<\/section>\n\t\n\t<section class=\"section\" id=\"section_566735447\">\n\t\t<div class=\"bg section-bg fill bg-fill  bg-loaded\" >\n\n\t\t\t\n\t\t\t\n\t\t\t\n\n\t\t<\/div>\n\n\t\t\n\n\t\t<div class=\"section-content relative\">\n\t\t\t\n\n<div class=\"row align-center\"  id=\"row-257519805\">\n\n\n\t<div id=\"col-1539161355\" class=\"col medium-9 small-12 large-9\"  >\n\t\t\t\t<div class=\"col-inner text-center\" style=\"background-color:rgb(247, 247, 247);\" >\n\t\t\t\n\t\t\t\n\n<h3>\u00a0<\/h3>\n<h3 style=\"font-weight: 600;\"><span style=\"font-size: 120%; color: #000000;\">\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u4f7f\u7528\u3057\u305f\u3082\u306e<\/span><\/h3>\n<hr \/>\n<h3 class=\"hckui__typography__h3\"><strong>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u00a0 \u00a0 \u00a0 <\/strong>-<strong>\u00a0 \u00a0 \u00a0 <\/strong><a href=\"https:\/\/www.mixtile.com\/ja\/store\/iot-edge-computer\/edge-2-kit\/\"><span style=\"color: #00aae7;\">Mixtile Edge 2 Kit<\/span><\/a> \u00d71<\/h3>\n<h3 class=\"hckui__typography__h3\"><strong>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30a2\u30d7\u30ea\u3068\u30aa\u30f3\u30e9\u30a4\u30f3\u30fb\u30b5\u30fc\u30d3\u30b9 \u00a0 \u00a0 <\/strong>-<strong>\u00a0 \u00a0 <\/strong><a href=\"https:\/\/www.hackster.io\/Ubuntu\/products\/snappy-ubuntu-core?ref=project-2fe215\"><span style=\"color: #00aae7;\">\u8efd\u5feb\u306aUbuntu\u30b3\u30a2<\/span><\/a><\/h3>\n<p>\u00a0<\/p>\n\n\t\t<\/div>\n\t\t\t\t\n<style>\n#col-1539161355 > .col-inner {\n  padding: 0px 20px 0px 30px;\n}\n<\/style>\n\t<\/div>\n\n\t\n\n\t<div id=\"col-420982118\" class=\"col small-12 large-12\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\n<h3 style=\"font-weight: 600; text-align: left;\"><span style=\"font-size: 200%; color: #000000;\">\u30b9\u30c8\u30fc\u30ea\u30fc<\/span><\/h3>\n<hr \/>\n<p class=\"hckui__typography__bodyL\">\n\t<div class=\"img has-hover x md-x lg-x y md-y lg-y\" id=\"image_593372746\">\n\t\t\t\t\t\t\t\t<div class=\"img-inner dark\" >\n\t\t\t<img width=\"1020\" height=\"452\" src=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_0001.webp?resize=1020%2C452&#038;ssl=1\" class=\"attachment-original size-original\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_0001.webp?w=1400&amp;ssl=1 1400w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_0001.webp?resize=800%2C354&amp;ssl=1 800w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_0001.webp?resize=768%2C340&amp;ssl=1 768w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_0001.webp?resize=50%2C22&amp;ssl=1 50w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_0001.webp?resize=18%2C8&amp;ssl=1 18w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_0001.webp?resize=600%2C266&amp;ssl=1 600w\" sizes=\"(max-width: 1020px) 100vw, 1020px\" data-recalc-dims=\"1\" \/>\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n<style>\n#image_593372746 {\n  width: 100%;\n}\n@media (min-width:550px) {\n  #image_593372746 {\n    width: 80%;\n  }\n}\n<\/style>\n\t<\/div>\n\t\n\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">Mixtile\u306fLinux\u3068Android\u30d9\u30fc\u30b9\u306e\u7d44\u307f\u8fbc\u307f\u30b7\u30b9\u30c6\u30e0\u306b\u7279\u5316\u3057\u305f\u30d7\u30ed\u306eIoT\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30d7\u30ed\u30d0\u30a4\u30c0\u3067\u3059\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">Mixtile Edge 2 Kit\u306f\u9ad8\u6027\u80fdARM\u30b7\u30f3\u30b0\u30eb\u30dc\u30fc\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u3059\u30022GB\u306eLPDDR4 DRAM\u306816GB\u306eeMMC\u30d5\u30e9\u30c3\u30b7\u30e5\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u307e\u305f\u306f4GB\u306eLPDDR4 DRAM\u306832GB\u306eeMMC\u30d5\u30e9\u30c3\u30b7\u30e5\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30b7\u30f3\u30b0\u30eb\u30dc\u30fc\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306b\u306f\u3001Android 11\u304c\u30d7\u30ea\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u304a\u308a\u3001Android\u30b3\u30f3\u30c6\u30ca\u3067Ubuntu Linux\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u304c\u52d5\u4f5c\u3057\u307e\u3059\u3002\u63a5\u7d9a\u30aa\u30d7\u30b7\u30e7\u30f3\uff08Bluetooth\u30014G\/5G\u643a\u5e2f\u96fb\u8a71\u3001GPS\u3001Lora\u3001Zigbee\u3001Z-Wave\uff09\u3082\u5145\u5b9f\u3057\u3066\u3044\u308b\u3002\u3053\u308c\u3089\u306b\u306f\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u5fc5\u8981\u3060\u304c\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3067Wi-Fi\u63a5\u7d9a\u3001\u30ae\u30ac\u30d3\u30c3\u30c8\u30fb\u30a4\u30fc\u30b5\u30cd\u30c3\u30c8\u30fb\u30dd\u30fc\u30c8\uff08RJ45\uff09\u3001\u30b7\u30ea\u30a2\u30eb\u30fb\u30dd\u30fc\u30c8\uff08RS-485\uff09\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u3002\u5de5\u696d\u898f\u683c\u3067\u3042\u308bRS-485\u30dd\u30fc\u30c8\u304c\u88c5\u5099\u3055\u308c\u3066\u304a\u308a\u3001\u9811\u4e08\u306a\u30e1\u30bf\u30eb\u30b1\u30fc\u30b9\u306b\u5165\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u5de5\u696d\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u672c\u5f53\u306b\u4f7f\u3048\u305d\u3046\u3060\u3002Mixtile Edge 2\u30ad\u30c3\u30c8\u306e\u96fb\u6e90\u306b\u306f\u3001\u516c\u5f0f\u306eRaspberry Pi 5\u96fb\u6e90\u3092\u4f7f\u3044\u307e\u3057\u305f\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u305d\u3053\u3067\u79c1\u306f\u3001\u30df\u30c4\u30d0\u30c1\u306e\u5065\u5eb7\u3068\u751f\u5b58\u306b\u4e0d\u53ef\u6b20\u306a\u30df\u30c4\u30d0\u30c1\u63a2\u77e5\u6a5f\u3092\u8fb2\u696d\u306b\u4f7f\u308f\u306a\u3044\u304b\u3068\u3044\u3046\u30a2\u30a4\u30c7\u30a2\u3092\u601d\u3044\u3064\u3044\u305f\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3001\u30ab\u30b9\u30bf\u30e0YOLOv5\u30cf\u30c1\u691c\u51fa\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306b\u3001Mixtile Edge 2 Kit\u3068\u30ab\u30b9\u30bf\u30e0\u5199\u771f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3092\u884c\u3046\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">YOLOv5\u30e2\u30c7\u30eb\u306f\u3001\u305d\u306e\u30c7\u30fc\u30bf\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30af\u30e9\u30b9\u3092\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306b\u3001\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2\u3055\u308c\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u30d3\u30c7\u30aa\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001PC\u3067\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3055\u305b\u305f\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u30e2\u30c7\u30eb\u3092\u8a13\u7df4\u3059\u308b\u305f\u3081\u306b\u3001\u79c1\u306fpython\u3092\u4f7f\u3044\u3001\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u306b\u5165\u529b\u3057\u305f\uff1a<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">python train.py -img 640 -batch 16 -epochs 3 -data coco128.yaml -weights best.pt<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u79c1\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u7d50\u679c\u306f\u4ee5\u4e0b\u306e\u8868\u306b\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u308b\uff1a<\/span><\/p>\n\t<div class=\"img has-hover x md-x lg-x y md-y lg-y\" id=\"image_1552788740\">\n\t\t\t\t\t\t\t\t<div class=\"img-inner dark\" >\n\t\t\t<img width=\"596\" height=\"267\" src=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_02.webp?resize=596%2C267&#038;ssl=1\" class=\"attachment-original size-original\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_02.webp?w=596&amp;ssl=1 596w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_02.webp?resize=50%2C22&amp;ssl=1 50w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_02.webp?resize=18%2C8&amp;ssl=1 18w\" sizes=\"(max-width: 596px) 100vw, 596px\" data-recalc-dims=\"1\" \/>\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n<style>\n#image_1552788740 {\n  width: 100%;\n}\n@media (min-width:550px) {\n  #image_1552788740 {\n    width: 58%;\n  }\n}\n<\/style>\n\t<\/div>\n\t\n\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u3053\u306e\u8868\u304b\u3089\u3001\u753b\u50cf\u304c4\u3064\u306e\u691c\u51fa\u30af\u30e9\u30b9\u306b\u5206\u3051\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308b\uff1a<\/span><\/p>\n<ul class=\"hckui__typography__bodyL\" style=\"text-align: left;\">\n<li><span style=\"color: #282828;\">\u30d3\u30fc<\/span><\/li>\n<li><span style=\"color: #282828;\">\u30c9\u30ed\u30fc\u30f3<\/span><\/li>\n<li><span style=\"color: #282828;\">\u30dd\u30ec\u30f3\u30d3\u30fc<\/span><\/li>\n<li><span style=\"color: #282828;\">\u30af\u30a4\u30fc\u30f3<\/span><\/li>\n<\/ul>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u5404\u30af\u30e9\u30b9\u306b100\u679a\u306e\u753b\u50cf\uff08\u5408\u8a08400\u679a\uff09\u3001\u5408\u8a081000\u679a\u306e\u30e9\u30d9\u30eb\u3092\u4f7f\u7528\u3057\u305f\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u5404\u30af\u30e9\u30b9\u306e\u4f8b\u3092\u4e0b\u306e\u8868\u306b\u307e\u3068\u3081\u305f\uff1a<\/span><\/p>\n\t<div class=\"img has-hover x md-x lg-x y md-y lg-y\" id=\"image_566839780\">\n\t\t\t\t\t\t\t\t<div class=\"img-inner dark\" >\n\t\t\t<img width=\"750\" height=\"661\" src=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_03.webp?resize=750%2C661&#038;ssl=1\" class=\"attachment-original size-original\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_03.webp?w=750&amp;ssl=1 750w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_03.webp?resize=454%2C400&amp;ssl=1 454w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_03.webp?resize=50%2C44&amp;ssl=1 50w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_03.webp?resize=14%2C12&amp;ssl=1 14w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_03.webp?resize=600%2C529&amp;ssl=1 600w\" sizes=\"(max-width: 750px) 100vw, 750px\" data-recalc-dims=\"1\" \/>\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n<style>\n#image_566839780 {\n  width: 100%;\n}\n@media (min-width:550px) {\n  #image_566839780 {\n    width: 60%;\n  }\n}\n<\/style>\n\t<\/div>\n\t\n\n<h5>\u30df\u30c4\u30d0\u30c1\u6559\u5ba4<\/h5>\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n\t<div id=\"col-159307321\" class=\"col small-12 large-12\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\n<h3 style=\"font-weight: 600; text-align: left;\"><span style=\"font-size: 200%; color: #000000;\">\u30b9\u30bf\u30fc\u30c8<br \/><\/span><\/h3>\n<hr \/>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u307e\u305a\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u90e8\u5206\u306b\u3064\u3044\u3066\u66f8\u304d\u3001\u305d\u306e\u5f8c\u3001\u8a8d\u77e5\u3092\u958b\u59cb\u3059\u308b\u624b\u9806\u306b\u3064\u3044\u3066\u66f8\u304f\u3002<\/span><\/p>\n<h3 style=\"font-weight: 600; text-align: left;\"><span style=\"font-size: 160%; color: #000000;\">1.YOLOv5\u3068\u306f\uff1f<\/span><\/h3>\n<p style=\"text-align: left;\"><span style=\"color: #282828;\">\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5206\u91ce\u306b\u4ee5\u524d\u304b\u3089\u643a\u308f\u3063\u3066\u3044\u308b\u4eba\u306a\u3089\u3001YOLO\u306b\u3064\u3044\u3066\u3059\u3067\u306b\u8033\u306b\u3057\u305f\u3053\u3068\u304c\u3042\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3002YOLO\u3068\u306f\u3001You Only Look Once\u306e\u7565\u3067\u3042\u308b\u3002YOLO\u306f\u3001\u30b7\u30f3\u30b0\u30eb\u30b9\u30c6\u30fc\u30b8\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u57fa\u3065\u304f\u7269\u4f53\u691c\u51fa\u5668\u306e\u30d5\u30a1\u30df\u30ea\u30fc\u3060\u3002Python\u8a00\u8a9e\u3092\u4f7f\u3063\u3066\u66f8\u304b\u308c\u3066\u304a\u308a\u3001\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306fPyTorch\u3060\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3057\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306b\u30013\u3064\u3042\u308bMixtile Edge 2 Kit\u306eUSB3\u30dd\u30fc\u30c8\u306e1\u3064\u306busb\u30de\u30a6\u30b9\u3092\u63a5\u7d9a\u3057\u305f\u3002\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u306fUbuntu Linux\u3092\u4f7f\u3063\u305f\u3002\u30b3\u30f3\u30c6\u30ca\u4e0a\u306eUbuntu\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067Mixtile Edge 2 Kit\u306eAndroid\u30b7\u30b9\u30c6\u30e0\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u3002Mixtile Edge 2 Kit \u3092\u8d77\u52d5\u3059\u308b\u3068\u3001Android OS \u304c\u8d77\u52d5\u3057\u307e\u3059\u3002Edge 2 Kit \u306b\u30ea\u30e2\u30fc\u30c8\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u3088\u308a\u7c21\u5358\u306b\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3057\u305f\u304b\u3063\u305f\u306e\u3067\u3001\u3053\u306e\u30ea\u30f3\u30af\u304b\u3089 droidVNC \u30b5\u30fc\u30d0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u305f\uff1a<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #00aae7;\"><a class=\"hckui__typography__linkBlue\" style=\"color: #00aae7;\" href=\"https:\/\/f-droid.org\/en\/packages\/net.christianbeier.droidvnc_ng\/\" rel=\"nofollow\" data-ha=\"{&quot;eventName&quot;:&quot;Clicked link&quot;,&quot;customProps&quot;:{&quot;value&quot;:&quot;https:\/\/f-droid.org\/en\/packages\/net.christianbeier.droidvnc_ng\/.&quot;,&quot;href&quot;:&quot;https:\/\/f-droid.org\/en\/packages\/net.christianbeier.droidvnc_ng\/&quot;,&quot;type&quot;:&quot;story&quot;,&quot;location&quot;:&quot;story&quot;},&quot;clickOpts&quot;:{&quot;delayRedirect&quot;:true}}\">https:\/\/f-droid.org\/en\/packages\/net.christianbeier.droidvnc_ng\/.<\/a><\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">Android 5+ API\u3092\u4f7f\u7528\u3057\u305fAndroid VNC\u30b5\u30fc\u30d0\u30fc\u3067\u3059\u3002root\u30a2\u30af\u30bb\u30b9\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">VNC\u30b5\u30fc\u30d0\u30fc\u3092\u8d77\u52d5\u3057\u3001VNC Viewer\u3067\u63a5\u7d9a\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306aAndroid 11\u306e\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u305f\uff1a<\/span><\/p>\n\t<div class=\"img has-hover x md-x lg-x y md-y lg-y\" id=\"image_1419648199\">\n\t\t\t\t\t\t\t\t<div class=\"img-inner dark\" >\n\t\t\t<img width=\"940\" height=\"559\" src=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_04.webp?resize=940%2C559&#038;ssl=1\" class=\"attachment-original size-original\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_04.webp?w=940&amp;ssl=1 940w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_04.webp?resize=673%2C400&amp;ssl=1 673w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_04.webp?resize=768%2C457&amp;ssl=1 768w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_04.webp?resize=50%2C30&amp;ssl=1 50w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_04.webp?resize=18%2C12&amp;ssl=1 18w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_04.webp?resize=600%2C357&amp;ssl=1 600w\" sizes=\"(max-width: 940px) 100vw, 940px\" data-recalc-dims=\"1\" \/>\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n<style>\n#image_1419648199 {\n  width: 100%;\n}\n@media (min-width:550px) {\n  #image_1419648199 {\n    width: 60%;\n  }\n}\n<\/style>\n\t<\/div>\n\t\n\n<h5>\u30a2\u30f3\u30c9\u30ed\u30a4\u30c911<\/h5>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u305d\u306e\u5f8c\u3001\u3053\u306e\u30ea\u30f3\u30af\u304b\u3089SimpleSSHD\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\uff1a<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #00aae7;\"><a class=\"hckui__typography__linkBlue\" style=\"color: #00aae7;\" href=\"https:\/\/f-droid.org\/en\/packages\/org.galexander.sshd\/\" rel=\"nofollow\" data-ha=\"{&quot;eventName&quot;:&quot;Clicked link&quot;,&quot;customProps&quot;:{&quot;value&quot;:&quot;https:\/\/f-droid.org\/en\/packages\/org.galexander.sshd\/&quot;,&quot;href&quot;:&quot;https:\/\/f-droid.org\/en\/packages\/org.galexander.sshd\/&quot;,&quot;type&quot;:&quot;story&quot;,&quot;location&quot;:&quot;story&quot;},&quot;clickOpts&quot;:{&quot;delayRedirect&quot;:true}}\">https:\/\/f-droid.org\/en\/packages\/org.galexander.sshd\/<\/a><\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">SimpleSSHD\u306f\u3001Dropbear\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305fSSH\u30b5\u30fc\u30d0\u30fcAndroid\u30a2\u30d7\u30ea\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u30a2\u30af\u30bb\u30b9\uff08\u30e6\u30fc\u30b6\u30fcssh\uff09\u3001\u307e\u305f\u306f\u5b8c\u5168\u306a\u30eb\u30fc\u30c8\u30a2\u30af\u30bb\u30b9\uff08\u30ed\u30b0\u30a4\u30f3\u30b7\u30a7\u30eb\u3092\/system\/xbin\/su\u306b\u8a2d\u5b9a\u3059\u308b\uff09\u304c\u53ef\u80fd\u3067\u3059\uff08\u30eb\u30fc\u30c8\u304c\u8a31\u53ef\u3055\u308c\u3066\u3044\u308b\u5834\u5408\uff09\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">SSH\u30b5\u30fc\u30d0\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u5f8c\u3001putty SSH\u30bf\u30fc\u30df\u30ca\u30eb\u3067\u63a5\u7d9a\u3057\u305f\u3002\u30e6\u30fc\u30b6\u30fc\u540d\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u306froot\/\u30eb\u30fc\u30c8\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">com.hubware.ubuntu\u306f\u30b3\u30f3\u30c6\u30ca\u4e0a\u306eubuntu\u3067\u3001\u79c1\u305f\u3061\u306f\u3059\u3050\u306b\u305d\u308c\u306b\u63a5\u7d9a\u3057\u3066\u3044\u308b\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u3053\u308c\u304b\u3089\u5fc5\u8981\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u307e\u305a\u3001\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3066Ubuntu\u3092\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff1a\u00a0<strong>apt-get upgrade<\/strong>.<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u6b21\u306b\u3001python\u3092\u30bf\u30a4\u30d7\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\uff1a\u00a0<strong>apt-get install python<\/strong>.<\/span><\/p>\n<p class=\"hckui__typography__bodyL\" style=\"text-align: left;\"><span style=\"color: #282828;\">\u307e\u305f\u3001\u4ee5\u4e0b\u306e\u3082\u306e\u3082\u5fc5\u8981\u3067\u3042\u308b\u3002\u00a0<strong>\u30d4\u30c3\u30d7<\/strong>\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u3067\u3059\u3002\u00a0<strong>\u30d1\u30a4\u30bd\u30f3<\/strong><\/span><\/p>\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n\t<div id=\"col-1825780421\" class=\"col small-12 large-12\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\n\t<div id=\"text-311988871\" class=\"text\">\n\t\t\n\n<h3 style=\"font-weight: 600; text-align: left;\"><span style=\"font-size: 160%; color: #000000;\">2.YOLOv5\u74b0\u5883\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span><\/h3>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u307e\u305a\u59cb\u3081\u306b\u3001YOLOv5\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3\u3057\u3001\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002\u3053\u308c\u3067\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3067\u304d\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u74b0\u5883\u304c\u6574\u3046\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">git\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\uff1a\u00a0<strong>apt-get git\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/strong><\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">YOLOv5\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3\u3059\u308b\uff1a<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\"><strong>\u30ae\u30c3\u30c8\u30af\u30ed\u30fc\u30f3\u00a0<\/strong><span style=\"color: #00aae7;\"><strong><a class=\"hckui__typography__linkBlue\" style=\"color: #00aae7;\" href=\"https:\/\/github.com\/ultralytics\/yolov5\" rel=\"nofollow\" data-ha=\"{&quot;eventName&quot;:&quot;Clicked link&quot;,&quot;customProps&quot;:{&quot;value&quot;:&quot;https:\/\/github.com\/ultralytics\/yolov5&quot;,&quot;href&quot;:&quot;https:\/\/github.com\/ultralytics\/yolov5&quot;,&quot;type&quot;:&quot;story&quot;,&quot;location&quot;:&quot;story&quot;},&quot;clickOpts&quot;:{&quot;delayRedirect&quot;:true}}\">https:\/\/github.com\/ultralytics\/yolov5<\/a><\/strong><\/span><\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">YOLOv5\u30d5\u30a9\u30eb\u30c0\u306b\u79fb\u52d5\u3059\u308b\uff1a<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828; font-size: 150%;\"><em><strong>cd yolov5<\/strong><\/em><\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\uff1a<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828; font-size: 150%;\"><em><strong>pip install -r requirements.txt<\/strong><\/em><\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">YOLOv5\u4ee5\u5916\u306b\u3082\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308bpython\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u305f\u304f\u3055\u3093\u3042\u308b\u306e\u3067\u3001\u79c1\u306f25\u5206\u5f85\u3063\u305f\u3002YOLOv5\u306b\u306f\u3001numpy\u30d1\u30c3\u30b1\u30fc\u30b8\u3001scipy\u3001OpenCV\u306a\u3069\u304c\u5fc5\u8981\u3060\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">putty\u306e\u63a5\u7d9a\u3068\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308b\uff1a<\/span><\/p>\n\t\t\n<style>\n#text-311988871 {\n  text-align: left;\n}\n<\/style>\n\t<\/div>\n\t\n\t<div class=\"img has-hover x md-x lg-x y md-y lg-y\" id=\"image_1991427078\">\n\t\t\t\t\t\t\t\t<div class=\"img-inner dark\" >\n\t\t\t<img width=\"1020\" height=\"574\" src=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_05.webp?resize=1020%2C574&#038;ssl=1\" class=\"attachment-original size-original\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_05.webp?w=1920&amp;ssl=1 1920w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_05.webp?resize=711%2C400&amp;ssl=1 711w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_05.webp?resize=1400%2C788&amp;ssl=1 1400w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_05.webp?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_05.webp?resize=50%2C28&amp;ssl=1 50w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_05.webp?resize=1536%2C864&amp;ssl=1 1536w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_05.webp?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_05.webp?resize=600%2C338&amp;ssl=1 600w\" sizes=\"(max-width: 1020px) 100vw, 1020px\" data-recalc-dims=\"1\" \/>\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n<style>\n#image_1991427078 {\n  width: 100%;\n}\n@media (min-width:550px) {\n  #image_1991427078 {\n    width: 90%;\n  }\n}\n<\/style>\n\t<\/div>\n\t\n\n\t<div id=\"text-2852818411\" class=\"text\">\n\t\t\n\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u79c1\u306e\u30e2\u30c7\u30ebbest.pt\u3092\u00a0<strong>\u30e8\u30ed\u30d55\u00a0<\/strong>\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d5\u30a9\u30eb\u30c0\u3092MobaXterm\u3067SCP\u7d4c\u7531\u3067\u53d6\u5f97\u3057\u307e\u3059\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u3068\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3001\u3059\u3050\u306b\u79c1\u306e\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\uff1a<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\"><strong>\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8<\/strong>\u00a0<span style=\"color: #00aae7;\"><a class=\"hckui__typography__linkBlue\" style=\"color: #00aae7;\" href=\"https:\/\/github.com\/sdizdarevic\/beedetectionyolov5\/raw\/main\/best.pt\" rel=\"nofollow\" data-ha=\"{&quot;eventName&quot;:&quot;Clicked link&quot;,&quot;customProps&quot;:{&quot;value&quot;:&quot;https:\/\/github.com\/sdizdarevic\/beedetectionyolov5\/raw\/main\/best.pt&quot;,&quot;href&quot;:&quot;https:\/\/github.com\/sdizdarevic\/beedetectionyolov5\/raw\/main\/best.pt&quot;,&quot;type&quot;:&quot;story&quot;,&quot;location&quot;:&quot;story&quot;},&quot;clickOpts&quot;:{&quot;delayRedirect&quot;:true}}\">https:\/\/github.com\/sdizdarevic\/beedetectionyolov5\/raw\/main\/best.pt<\/a><\/span><\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u307e\u305f\u3001\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u30d3\u30c7\u30aa\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\uff1a<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\"><strong>\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8<\/strong>\u00a0<span style=\"color: #00aae7;\"><a class=\"hckui__typography__linkBlue\" style=\"color: #00aae7;\" href=\"https:\/\/sdizdarevic.typepad.com\/cr\/bees-orig.mp4\" rel=\"nofollow\" data-ha=\"{&quot;eventName&quot;:&quot;Clicked link&quot;,&quot;customProps&quot;:{&quot;value&quot;:&quot;https:\/\/sdizdarevic.typepad.com\/cr\/bees-orig.mp4&quot;,&quot;href&quot;:&quot;https:\/\/sdizdarevic.typepad.com\/cr\/bees-orig.mp4&quot;,&quot;type&quot;:&quot;story&quot;,&quot;location&quot;:&quot;story&quot;},&quot;clickOpts&quot;:{&quot;delayRedirect&quot;:true}}\">https:\/\/sdizdarevic.typepad.com\/cr\/bees-orig.mp4<\/a><\/span><\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u3055\u3066\u3001\u6700\u5f8c\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u691c\u51fa\u3067\u3042\u308b\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\"><strong>\u30d1\u30a4\u30bd\u30f33<\/strong>\u00a0detect.py -weights best.pt -source<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u3053\u306e\u884c\u304c\u4f55\u3092\u3059\u308b\u306e\u304b\u306f\u3001\u4ee5\u4e0b\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u7c21\u5358\u306b\u8aac\u660e\u3067\u304d\u308b\uff1a<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">1. \u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30c9\u3059\u308b<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">2. \u30d3\u30c7\u30aa\u3092\u8aad\u307f\u8fbc\u3080<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">3. \u30d3\u30c7\u30aa\u304b\u3089\u30d5\u30ec\u30fc\u30e0\u3092\u4e00\u3064\u305a\u3064\u62bd\u51fa\u3059\u308b<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">4. \u4e88\u6e2c\u3092\u9069\u7528\u3057\u3001\u7d50\u679c\u3092\u793a\u3059<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u691c\u51fa\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308b\uff1a<\/span><\/p>\n\t\t\n<style>\n#text-2852818411 {\n  text-align: left;\n}\n<\/style>\n\t<\/div>\n\t\n\t<div class=\"img has-hover x md-x lg-x y md-y lg-y\" id=\"image_1780631951\">\n\t\t\t\t\t\t\t\t<div class=\"img-inner dark\" >\n\t\t\t<img width=\"1020\" height=\"574\" src=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_06.webp?resize=1020%2C574&#038;ssl=1\" class=\"attachment-original size-original\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_06.webp?w=1920&amp;ssl=1 1920w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_06.webp?resize=711%2C400&amp;ssl=1 711w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_06.webp?resize=1400%2C788&amp;ssl=1 1400w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_06.webp?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_06.webp?resize=50%2C28&amp;ssl=1 50w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_06.webp?resize=1536%2C864&amp;ssl=1 1536w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_06.webp?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Article_ABee_06.webp?resize=600%2C338&amp;ssl=1 600w\" sizes=\"(max-width: 1020px) 100vw, 1020px\" data-recalc-dims=\"1\" \/>\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n<style>\n#image_1780631951 {\n  width: 100%;\n}\n@media (min-width:550px) {\n  #image_1780631951 {\n    width: 90%;\n  }\n}\n<\/style>\n\t<\/div>\n\t\n\n\t<div id=\"text-2107227897\" class=\"text\">\n\t\t\n\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\"><strong>\u6700\u5f8c\u306e\u5199\u771f\u304b\u3089\u6700\u5f8c\u306e\u884c\u3067\u306f\u3001\u3069\u306e\u6642\u70b9\u3067\u3082\u691c\u51fa\u3055\u308c\u305f\u30cf\u30c1\u306e\u6570\u3092\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/strong><\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u691c\u51fa\u3092\u958b\u59cb\u3057\u305f\u5f8c\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u5834\u5408\uff1a<\/span><\/p>\n<blockquote><span style=\"color: #282828;\">SyntaxError\uff1a1 \u884c\u76ee\u306e\u30d5\u30a1\u30a4\u30eb detect.py \u3067 'xa3' \u3067\u59cb\u307e\u308b\u975e UTF-8 \u30b3\u30fc\u30c9\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u5ba3\u8a00\u3055\u308c\u3066\u3044\u307e\u305b\u3093\uff1b<\/span><\/blockquote>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u306e\u5834\u5408\u3001\u6700\u521d\u306e\u884c\u3092\u524a\u9664\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002vi\u30c6\u30ad\u30b9\u30c8\u30a8\u30c7\u30a3\u30bf\u3067\u3067\u304d\u308b\uff1a<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">vi detect.py.<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u7c21\u5358\u306a\u624b\u9806\u3092\u307e\u3068\u3081\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308b\uff1a<\/span><\/p>\n<ul class=\"hckui__typography__bodyL\">\n<li><span style=\"color: #282828;\">\u30ae\u30c3\u30c8\u30af\u30ed\u30fc\u30f3\u00a0<span style=\"color: #00aae7;\"><a class=\"hckui__typography__linkBlue\" style=\"color: #00aae7;\" href=\"https:\/\/github.com\/ultralytics\/yolov5\" rel=\"nofollow\" data-ha=\"{&quot;eventName&quot;:&quot;Clicked link&quot;,&quot;customProps&quot;:{&quot;value&quot;:&quot;https:\/\/github.com\/ultralytics\/yolov5&quot;,&quot;href&quot;:&quot;https:\/\/github.com\/ultralytics\/yolov5&quot;,&quot;type&quot;:&quot;story&quot;,&quot;location&quot;:&quot;story&quot;},&quot;clickOpts&quot;:{&quot;delayRedirect&quot;:true}}\">https:\/\/github.com\/ultralytics\/yolov5<\/a><\/span><\/span><\/li>\n<li><span style=\"color: #282828;\">cd yolov5<\/span><\/li>\n<li><span style=\"color: #282828;\">pip install -r requirements.txt<\/span><\/li>\n<li><span style=\"color: #282828;\">\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u00a0<span style=\"color: #00aae7;\"><a class=\"hckui__typography__linkBlue\" style=\"color: #00aae7;\" href=\"https:\/\/github.com\/sdizdarevic\/beedetectionyolov5\/raw\/main\/best.pt\" rel=\"nofollow\" data-ha=\"{&quot;eventName&quot;:&quot;Clicked link&quot;,&quot;customProps&quot;:{&quot;value&quot;:&quot;https:\/\/github.com\/sdizdarevic\/beedetectionyolov5\/raw\/main\/best.pt&quot;,&quot;href&quot;:&quot;https:\/\/github.com\/sdizdarevic\/beedetectionyolov5\/raw\/main\/best.pt&quot;,&quot;type&quot;:&quot;story&quot;,&quot;location&quot;:&quot;story&quot;},&quot;clickOpts&quot;:{&quot;delayRedirect&quot;:true}}\">https:\/\/github.com\/sdizdarevic\/beedetectionyolov5\/raw\/main\/best.pt<\/a><\/span><\/span><\/li>\n<li><span style=\"color: #282828;\">\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u00a0<span style=\"color: #00aae7;\"><a class=\"hckui__typography__linkBlue\" style=\"color: #00aae7;\" href=\"https:\/\/sdizdarevic.typepad.com\/cr\/bees-orig.mp4\" rel=\"nofollow\" data-ha=\"{&quot;eventName&quot;:&quot;Clicked link&quot;,&quot;customProps&quot;:{&quot;value&quot;:&quot;https:\/\/sdizdarevic.typepad.com\/cr\/bees-orig.mp4&quot;,&quot;href&quot;:&quot;https:\/\/sdizdarevic.typepad.com\/cr\/bees-orig.mp4&quot;,&quot;type&quot;:&quot;story&quot;,&quot;location&quot;:&quot;story&quot;},&quot;clickOpts&quot;:{&quot;delayRedirect&quot;:true}}\">https:\/\/sdizdarevic.typepad.com\/cr\/bees-orig.mp4<\/a><\/span><\/span><\/li>\n<li><span style=\"color: #282828;\">python3 detect.py -weights best.pt -source<\/span><\/li>\n<\/ul>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u30c7\u30e2\u52d5\u753b\u306f\u3001Mixtile Edge 2 Kit\u3067\u691c\u51fa\u304c\u5b8c\u5168\u306b\u7d42\u4e86\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u51fa\u529b\u30d3\u30c7\u30aa\u306fruns\/detect\/exp2\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u30aa\u30ea\u30b8\u30ca\u30eb\u30d3\u30c7\u30aa<\/span><\/p>\n\t\t\n<style>\n#text-2107227897 {\n  text-align: left;\n}\n<\/style>\n\t<\/div>\n\t\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n\t<div id=\"col-1893703217\" class=\"col medium-10 small-12 large-10\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\n<div class=\"video video-fit mb\" style=\"padding-top:56.25%;\"><iframe loading=\"lazy\" title=\"\u8702\u306e\u8d77\u6e90\" width=\"1020\" height=\"574\" src=\"https:\/\/www.youtube.com\/embed\/mQ-ks4ybRHw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n\n\t<div id=\"text-1407829785\" class=\"text\">\n\t\t\n\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u7d50\u679c\u30d3\u30c7\u30aa\uff1a<\/span><\/p>\n\t\t\n<style>\n#text-1407829785 {\n  text-align: left;\n}\n<\/style>\n\t<\/div>\n\t\n<div class=\"video video-fit mb\" style=\"padding-top:56.25%;\"><p><iframe loading=\"lazy\" title=\"\u30d3\u30fc\u30ba\u7d50\u679c\" width=\"1020\" height=\"574\" src=\"https:\/\/www.youtube.com\/embed\/wZbo47IuIVM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<\/div>\n\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n\t<div id=\"col-969428259\" class=\"col small-12 large-12\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\n<p style=\"text-align: left;\"><span style=\"color: #282828;\"><span style=\"color: #00aae7;\"><span style=\"color: #282828;\">\u6700\u5f8c\u306b\u3001\u91cd\u8981\u306a\u3053\u3068\u3067\u3059\u304c\u3001Mixtile Edge 2 Kit\u306e\u96fb\u6e90\u3092\u5b89\u5168\u306b\u5207\u308a\u305f\u3044\u5834\u5408\u306f\u3001\u30b7\u30e3\u30c3\u30c8\u30c0\u30a6\u30f3\uff08Root\u306a\u3057\uff09\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\uff1a\u00a0<\/span><a class=\"hckui__typography__linkBlue\" style=\"color: #00aae7;\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.samiadom.Shutdown&amp;hl=en\" rel=\"nofollow\" data-ha=\"{&quot;eventName&quot;:&quot;Clicked link&quot;,&quot;customProps&quot;:{&quot;value&quot;:&quot;https:\/\/play.google.com\/store\/apps\/details?id=com.samiadom.Shutdownu0026amp;hl=en.&quot;,&quot;href&quot;:&quot;https:\/\/play.google.com\/store\/apps\/details?id=com.samiadom.Shutdownu0026hl=en&quot;,&quot;type&quot;:&quot;story&quot;,&quot;location&quot;:&quot;story&quot;},&quot;clickOpts&quot;:{&quot;delayRedirect&quot;:true}}\">https:\/\/play.google.com\/store\/apps\/details?id=com.samiadom.Shutdown&amp;hl=en.<\/a><\/span><\/span><\/p>\n\t<div id=\"text-3254931155\" class=\"text\">\n\t\t\n\n<h3 style=\"font-weight: 600; text-align: left;\"><span style=\"font-size: 160%; color: #000000;\">3.\u7d50\u8ad6<\/span><\/h3>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u30c6\u30b9\u30c8\u3057\u305f\u7d50\u679c\u3001Mixtile Edge 2 Kit\u306f\u3001\u7523\u696d\u7528\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001IoT\u30c7\u30d0\u30a4\u30b9\u3001\u30b9\u30de\u30fc\u30c8\u30db\u30fc\u30e0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u3001\u6709\u80fd\u306aAI\u3084\u30a8\u30c3\u30b8\u691c\u51fa\u307e\u3067\u3001\u5e45\u5e83\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u5fdc\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002\u4f4e\u6d88\u8cbb\u96fb\u529b\u306e\u30c7\u30d0\u30a4\u30b9\u3067\u3001\u591a\u304f\u306e\u63a5\u7d9a\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u5185\u8535\u3055\u308c\u3066\u3044\u308b\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u3053\u306e\u7d20\u6674\u3089\u3057\u3044\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u5e73\u548c\u3092\u4f5c\u308a\u51fa\u3057\u3001\u7279\u306bMixtile Edge 2 Kit\u3092\u9001\u3063\u3066\u304f\u308c\u305f\u7d20\u6674\u3089\u3057\u3044Mixtile\u306e\u4eba\u3005\u306b\u611f\u8b1d\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u307e\u305f\u3001Mixtile\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u4fa1\u5024\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u80b2\u3066\u3066\u3044\u308b\u306e\u3067\u3001\u3053\u306e\u30dc\u30fc\u30c9\u3092\u4f7f\u3063\u3066\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u308b\u4eba\u3084\u4f01\u696d\u304c\u3082\u3063\u3068\u5897\u3048\u308b\u3068\u4fe1\u3058\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p class=\"hckui__typography__bodyL\"><span style=\"color: #282828;\">\u5168\u4f53\u3068\u3057\u3066\u3001\u3053\u3053\u306b\u66f8\u3044\u305f\u3088\u3046\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5b9f\u65bd\u3059\u308b\u306b\u306f\u3001\u3053\u306e\u30dc\u30fc\u30c9\u3092\u304a\u52e7\u3081\u3059\u308b\u3002<\/span><\/p>\n\t\t\n<style>\n#text-3254931155 {\n  text-align: left;\n}\n<\/style>\n\t<\/div>\n\t\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n<\/div>\n<div class=\"row\"  id=\"row-1690008362\">\n\n\n\t<div id=\"col-2018110259\" class=\"col small-12 large-12\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\n<h3 style=\"font-weight: 600; text-align: left;\"><span style=\"font-size: 200%; color: #000000;\">\u30b3\u30fc\u30c9<\/span><\/h3>\n<hr>\n\n\t\t<\/div>\n\t\t\t\t\n<style>\n#col-2018110259 > .col-inner {\n  margin: 0px 0px -30px 0px;\n}\n<\/style>\n\t<\/div>\n\n\t\n\n\t<div id=\"col-1364399553\" class=\"col medium-10 small-12 large-10\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\n<h3 style=\"font-weight: 600; text-align: left;\"><span style=\"font-size: 160%; color: #000000;\">\u30b3\u30fc\u30c9\u30b9\u30c6\u30c3\u30d7 <\/span><span style=\"color: #999999;\">\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb<\/span><\/h3>\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n\t<div id=\"col-1670913165\" class=\"col medium-2 small-12 large-2\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\n<a rel=\"noopener noreferrer\" href=\"https:\/\/www.mixtile.com\/ja\/app\/uploads\/2024\/08\/Code_Steps_Saudin-Dizdarevic.txt\/\" target=\"_blank\" class=\"button primary is-outline expand\"  style=\"border-radius:99px;\">\n    <span>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/span>\n  <\/a>\n\n\n\n\t\t<\/div>\n\t\t\t\t\n<style>\n#col-1670913165 > .col-inner {\n  padding: 0px 0px 0px 0px;\n  margin: -14px 0px -20px 0px;\n}\n@media (min-width:550px) {\n  #col-1670913165 > .col-inner {\n    margin: 10px 0px -10px 0px;\n  }\n}\n<\/style>\n\t<\/div>\n\n\t\n\n\t<div id=\"col-890219594\" class=\"col small-12 large-12\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\n\t<div id=\"text-2653429559\" class=\"text\">\n\t\t\n\n<pre><span id=\"line-1\">\u30ae\u30c3\u30c8\u30af\u30ed\u30fc\u30f3 <span style=\"color: #00aae7;\">https:\/\/github.com\/ultralytics\/yolov5\n<\/span><\/span><span id=\"line-2\"><span class=\"nb\" style=\"color: #ed1c24;\">cd<\/span> \u30e8\u30ed\u30d55\n<\/span><span id=\"line-3\">pip install -r requirements.txt\n<\/span><span id=\"line-4\">\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8 <span style=\"color: #00aae7;\">https:\/\/github.com\/sdizdarevic\/beedetectionyolov5\/raw\/main\/best.pt<\/span> \n<\/span><span id=\"line-5\">\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8 <span style=\"color: #00aae7;\">https:\/\/sdizdarevic.typepad.com\/cr\/bees-orig.mp4<\/span> \n<\/span><span id=\"line-6\">python3 detect.py --weights best.pt --source bees-orig.mp4<\/span><\/pre>\n\t\t\n<style>\n#text-2653429559 {\n  text-align: left;\n}\n<\/style>\n\t<\/div>\n\t\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n\t<div id=\"col-1178889898\" class=\"col small-12 large-12\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\n<h3 style=\"font-weight: 600; text-align: left;\"><span style=\"font-size: 200%; color: #000000;\">\u30af\u30ec\u30b8\u30c3\u30c8<br \/><\/span><\/h3>\n<hr>\n<div class=\"row\"  id=\"row-1811044936\">\n\n\n\t<div id=\"col-1916190033\" class=\"col medium-10 small-12 large-10\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\n  <div class=\"icon-box testimonial-box icon-box-left text-left is-large\">\n                <div class=\"icon-box-img testimonial-image circle\" style=\"width: 115px\">\n              <img width=\"280\" height=\"280\" src=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Saudin-Dizdarevic-Avatar-500px.webp?resize=280%2C280&amp;ssl=1\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Saudin-Dizdarevic-Avatar-500px.webp?w=500&amp;ssl=1 500w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Saudin-Dizdarevic-Avatar-500px.webp?resize=400%2C400&amp;ssl=1 400w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Saudin-Dizdarevic-Avatar-500px.webp?resize=280%2C280&amp;ssl=1 280w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Saudin-Dizdarevic-Avatar-500px.webp?resize=50%2C50&amp;ssl=1 50w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Saudin-Dizdarevic-Avatar-500px.webp?resize=12%2C12&amp;ssl=1 12w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Saudin-Dizdarevic-Avatar-500px.webp?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/dh19rycdk230a.cloudfront.net\/app\/uploads\/2024\/08\/Saudin-Dizdarevic-Avatar-500px.webp?resize=100%2C100&amp;ssl=1 100w\" sizes=\"(max-width: 280px) 100vw, 280px\" \/>        <\/div>\n                <div class=\"icon-box-text p-last-0\">\n            \t\t\t\t<div class=\"testimonial-text line-height-small italic test_text first-reset last-reset is-italic\">\n            \n\n<h3 class=\"hckui__typography__h3\"><span style=\"color: #00aae7;\"><strong>\u30b5\u30a6\u30c7\u30a3\u30f3\u30fb\u30c7\u30a3\u30ba\u30c0\u30ec\u30d3\u30c3\u30c1<br \/>\n<\/strong><\/span><\/h3>\n<p>\u79c1\u306f\u96fb\u6c17\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3001\u77f3\u6cb9\u30fb\u30ac\u30b9\u696d\u754c\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u50cd\u3044\u3066\u3044\u307e\u3059\u3002\u4f59\u6687\u306b\u306fAI\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u3001\u7d44\u307f\u8fbc\u307f\u30b7\u30b9\u30c6\u30e0\u3001\u30b7\u30f3\u30b0\u30eb\u30dc\u30fc\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u95a2\u9023\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u53d6\u308a\u7d44\u3080\u306e\u304c\u597d\u304d\u3067\u3059\u3002<\/p>\n\n          <\/div>\n          <div class=\"testimonial-meta pt-half\">\n             <strong class=\"testimonial-name test_name\"><\/strong>\n                          <span class=\"testimonial-company test_company\"><\/span>\n          <\/div>\n        <\/div>\n  <\/div>\n\n  \n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n<\/div>\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n<\/div>\n\n\t\t<\/div>\n\n\t\t\n<style>\n#section_566735447 {\n  padding-top: 30px;\n  padding-bottom: 30px;\n  min-height: 600px;\n}\n#section_566735447 .ux-shape-divider--top svg {\n  height: 150px;\n  --divider-top-width: 100%;\n}\n#section_566735447 .ux-shape-divider--bottom svg {\n  height: 150px;\n  --divider-width: 100%;\n}\n<\/style>\n\t<\/section>\n\t\n\n\n<style>@import url('https:\/\/fonts.googleapis.com\/css2?family=Poppins:wght@300;600;900&display=swap');<\/style>","protected":false},"excerpt":{"rendered":"","protected":false},"author":9,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-blank.php","meta":{"spay_email":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v17.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ 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