{"id":6762,"date":"2023-05-17T23:45:08","date_gmt":"2023-05-17T21:45:08","guid":{"rendered":"https:\/\/geopard.tech\/?p=6762"},"modified":"2024-11-12T18:47:41","modified_gmt":"2024-11-12T17:47:41","slug":"%e8%87%aa%e5%8b%95%e5%8c%96%e3%81%95%e3%82%8c%e3%81%9f%e5%9c%83%e5%a0%b4%e5%a2%83%e7%95%8c%e6%a4%9c%e5%87%ba%e3%83%a2%e3%83%87%e3%83%ab-%e7%b2%be%e5%af%86%e8%be%b2%e6%a5%ad","status":"publish","type":"post","link":"https:\/\/geopard.tech\/jp\/blog\/automated-field-boundaries-detection-model-precision-agriculture\/","title":{"rendered":"GeoPard\u306b\u3088\u308b\u7cbe\u5bc6\u8fb2\u696d\u5411\u3051\u81ea\u52d5\u5703\u5834\u5883\u754c\u691c\u51fa\u30e2\u30c7\u30eb"},"content":{"rendered":"<p>GeoPard\u793e\u306f\u3001\u8907\u6570\u5e74\u306b\u308f\u305f\u308b\u885b\u661f\u753b\u50cf\u3001\u9ad8\u7cbe\u5ea6\u306a\u96f2\u3068\u5f71\u306e\u691c\u51fa\u3001\u304a\u3088\u3073\u6df1\u5c64\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u542b\u3080\u9ad8\u5ea6\u306a\u72ec\u81ea\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7528\u3044\u3066\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u5703\u5834\u5883\u754c\u691c\u51fa\u30e2\u30c7\u30eb\u306e\u958b\u767a\u306b\u6210\u529f\u3057\u307e\u3057\u305f\u3002.<\/p>\n<p>GeoPard\u30d5\u30a3\u30fc\u30eb\u30c9\u691c\u51fa\u30e2\u30c7\u30eb\u306f\u3001\u6700\u5148\u7aef\u306e\u7cbe\u5ea6\u3092\u9054\u6210\u3057\u307e\u3057\u305f\u3002 <strong>\u4ea4\u5dee\u30aa\u30fc\u30d0\u30fc\u30e6\u30cb\u30aa\u30f3\uff08IoU\uff09\u6307\u6a19\u30670.975<\/strong>, \u4e16\u754c\u4e2d\u306e\u69d8\u3005\u306a\u5730\u57df\u3084\u4f5c\u7269\u306b\u304a\u3044\u3066\u691c\u8a3c\u6e08\u307f\u3002.<\/p>\n<p>\u30c9\u30a4\u30c4\u3067\u306e\u6210\u679c\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u753b\u50cf\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\uff08\u5e73\u5747\u8015\u5730\u9762\u7a4d\u306f7\u30d8\u30af\u30bf\u30fc\u30eb\u3067\u3059\uff09\u3002<\/p>\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"6765\" data-permalink=\"https:\/\/geopard.tech\/jp\/blog\/automated-field-boundaries-detection-model-precision-agriculture\/1-raw-sentinel-2-image\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/1-Raw-Sentinel-2-image.jpg?fit=695%2C439&amp;ssl=1\" data-orig-size=\"695,439\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"1 &amp;#8211; Raw Sentinel-2 image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/1-Raw-Sentinel-2-image.jpg?fit=695%2C439&amp;ssl=1\" class=\"wp-image-6765 size-full aligncenter\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/1-Raw-Sentinel-2-image.jpg?resize=695%2C439&#038;ssl=1\" alt=\"1 - \u751f\u306eSentinel-2\u753b\u50cf\" width=\"695\" height=\"439\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/1-Raw-Sentinel-2-image.jpg?w=695&amp;ssl=1 695w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/1-Raw-Sentinel-2-image.jpg?resize=300%2C189&amp;ssl=1 300w\" sizes=\"(max-width: 695px) 100vw, 695px\" \/><\/p>\n<p style=\"text-align: center;\">1 \u2013 Sentinel-2\u306e\u751f\u753b\u50cf<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"6768\" data-permalink=\"https:\/\/geopard.tech\/jp\/blog\/automated-field-boundaries-detection-model-precision-agriculture\/3-segmented-field-boundaries\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/3-Segmented-field-boundaries.jpg?fit=722%2C435&amp;ssl=1\" data-orig-size=\"722,435\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"3 &amp;#8211; Segmented field boundaries\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/3-Segmented-field-boundaries.jpg?fit=722%2C435&amp;ssl=1\" class=\"wp-image-6768 size-full aligncenter\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/3-Segmented-field-boundaries.jpg?resize=722%2C435&#038;ssl=1\" alt=\"3 - \u5206\u5272\u3055\u308c\u305f\u30d5\u30a3\u30fc\u30eb\u30c9\u5883\u754c\" width=\"722\" height=\"435\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/3-Segmented-field-boundaries.jpg?w=722&amp;ssl=1 722w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/3-Segmented-field-boundaries.jpg?resize=300%2C181&amp;ssl=1 300w\" sizes=\"(max-width: 722px) 100vw, 722px\" \/><\/p>\n<p style=\"text-align: center;\">2 \u2013 GeoPard\u306b\u3088\u308b\u8d85\u9ad8\u89e3\u50cf\u5ea6Sentinel-2\u753b\u50cf\uff08\u89e3\u50cf\u5ea61\u30e1\u30fc\u30c8\u30eb\uff09<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"6766\" data-permalink=\"https:\/\/geopard.tech\/jp\/blog\/automated-field-boundaries-detection-model-precision-agriculture\/2-super-resolution-sentinel-2-image-by-geopard\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/2-Super-resolution-Sentinel-2-image-by-GeoPard.jpg?fit=724%2C440&amp;ssl=1\" data-orig-size=\"724,440\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"2 &amp;#8211; Super-resolution Sentinel-2 image by GeoPard\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/2-Super-resolution-Sentinel-2-image-by-GeoPard.jpg?fit=724%2C440&amp;ssl=1\" class=\"wp-image-6766 size-full aligncenter\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/2-Super-resolution-Sentinel-2-image-by-GeoPard.jpg?resize=724%2C440&#038;ssl=1\" alt=\"2 - GeoPard\u306b\u3088\u308bSentinel-2\u306e\u8d85\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\" width=\"724\" height=\"440\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/2-Super-resolution-Sentinel-2-image-by-GeoPard.jpg?w=724&amp;ssl=1 724w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/05\/2-Super-resolution-Sentinel-2-image-by-GeoPard.jpg?resize=300%2C182&amp;ssl=1 300w\" sizes=\"(max-width: 724px) 100vw, 724px\" \/><\/p>\n<p style=\"text-align: center;\">3 \u2013 \u5206\u5272\u3055\u308c\u305f\u30d5\u30a3\u30fc\u30eb\u30c9\u5883\u754c\u3001, <strong>0.975 <\/strong><strong>\u4ea4\u5dee\u30aa\u30fc\u30d0\u30fc\u30e6\u30cb\u30aa\u30f3\uff08IoU\uff09\u7cbe\u5ea6\u6307\u6a19\u3001, <\/strong>\u8907\u6570\u306e\u56fd\u969b\u5730\u57df\u304a\u3088\u3073\u4f5c\u7269\u7a2e\u985e\u306b\u308f\u305f\u3063\u3066\u3002.<\/p>\n<hr \/>\n<p>\u5f53\u793e\u306eAPI\u304a\u3088\u3073GeoPard\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u7d71\u5408\u306f\u9593\u3082\u306a\u304f\u958b\u59cb\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u81ea\u52d5\u5316\u3055\u308c\u305f\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u9ad8\u3044\u65b9\u6cd5\u306f\u3001\u53ce\u7a6b\u91cf\u306e\u4e88\u6e2c\u306b\u5f79\u7acb\u3061\u3001\u653f\u5e9c\u6a5f\u95a2\u306b\u30e1\u30ea\u30c3\u30c8\u3092\u3082\u305f\u3089\u3057\u3001\u5b63\u7bc0\u3054\u3068\u306b\u5703\u5834\u306e\u5883\u754c\u3092\u66f4\u65b0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5927\u898f\u6a21\u5730\u4e3b\u3092\u652f\u63f4\u3057\u307e\u3059\u3002.<\/p>\n<p>GeoPard\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f <a href=\"https:\/\/docs.geopard.tech\/geopard-tutorials\/product-tour-web-app\/satellite-monitoring\/crop-development-index-graph\">\u8907\u6570\u5e74\u306b\u308f\u305f\u308b\u4f5c\u7269\u306e\u751f\u80b2\u50be\u5411<\/a> \u591a\u56e0\u5b50\u5206\u6790\u3068\u8f2a\u4f5c\u3092\u7528\u3044\u308b\u3002.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/docs.geopard.tech\/~gitbook\/image?url=https%3A%2F%2F3272281156-files.gitbook.io%2F%7E%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FYICBELdyAXXebKAzfLOR%252Fuploads%252FCPTPgYcnX5R6t8cY5NFW%252FGeoPard%2520-%2520Biomass%2520development%2520index%2520as%2520a%2520graph.png%3Falt%3Dmedia%26token%3D36d87266-093f-43b3-a14c-85f0a0cad58a&amp;width=768&amp;dpr=4&amp;quality=100&amp;sign=599c4c38&amp;sv=1\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u30e2\u30c7\u30eb\u306f\u4ee5\u4e0b\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002 <a href=\"https:\/\/docs.geopard.tech\/geopard-tutorials\/api-docs\/geopard-api-overview\">GeoPard API<\/a> \u5f93\u91cf\u8ab2\u91d1\u5236\u306a\u306e\u3067\u3001\u9ad8\u984d\u306a\u5b9a\u671f\u8cfc\u8aad\u6599\u3092\u652f\u6255\u3046\u5fc5\u8981\u304c\u306a\u304f\u3001\u67d4\u8edf\u6027\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5703\u5834\u5883\u754c\u753b\u5b9a\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h2>\n<p>\u5703\u5834\u5883\u754c\u753b\u5b9a\u3068\u306f\u3001\u8fb2\u5730\u3084\u533a\u753b\u5730\u306e\u5883\u754c\u3092\u7279\u5b9a\u3057\u3001\u5730\u56f3\u4e0a\u306b\u793a\u3059\u30d7\u30ed\u30bb\u30b9\u3092\u6307\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u6280\u8853\u3084\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7528\u3044\u3066\u3001\u500b\u3005\u306e\u5703\u5834\u3084\u8fb2\u5730\u306e\u5883\u754c\u3092\u660e\u78ba\u306b\u3059\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u307e\u3059\u3002.<\/p>\n<p>\u5f93\u6765\u3001\u7551\u306e\u5883\u754c\u7dda\u306f\u3001\u8fb2\u6c11\u3084\u5730\u4e3b\u304c\u81ea\u8eab\u306e\u77e5\u8b58\u3084\u89b3\u5bdf\u306b\u57fa\u3065\u3044\u3066\u624b\u4f5c\u696d\u3067\u5b9a\u3081\u3066\u3044\u305f\u3002.<\/p>\n<p>\u3057\u304b\u3057\u3001\u7279\u306b\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3084\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\uff08GIS\uff09\u3068\u3044\u3063\u305f\u6280\u8853\u306e\u9032\u6b69\u306b\u4f34\u3044\u3001\u81ea\u52d5\u5316\u304a\u3088\u3073\u534a\u81ea\u52d5\u5316\u3055\u308c\u305f\u624b\u6cd5\u304c\u307e\u3059\u307e\u3059\u666e\u53ca\u3057\u3066\u304d\u3066\u3044\u308b\u3002.<\/p>\n<p>\u4e00\u822c\u7684\u306a\u624b\u6cd5\u306e\u4e00\u3064\u306f\u3001\u885b\u661f\u753b\u50cf\u3084\u822a\u7a7a\u753b\u50cf\u306e\u5206\u6790\u3067\u3059\u3002\u885b\u661f\u3084\u822a\u7a7a\u6a5f\u306b\u3088\u3063\u3066\u64ae\u5f71\u3055\u308c\u305f\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u306f\u3001\u7570\u306a\u308b\u571f\u5730\u533a\u753b\u9593\u306e\u5883\u754c\u306a\u3069\u3001\u5730\u5f62\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n<p>\u3053\u308c\u3089\u306e\u753b\u50cf\u306b\u753b\u50cf\u51e6\u7406\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u690d\u751f\u306e\u7a2e\u985e\u3001\u8272\u3001\u8cea\u611f\u3001\u30d1\u30bf\u30fc\u30f3\u306a\u3069\u306e\u5909\u5316\u3068\u3044\u3063\u305f\u3001\u5703\u5834\u306e\u5883\u754c\u306e\u5b58\u5728\u3092\u793a\u3059\u7279\u5fb4\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002.<\/p>\n<p>\u5225\u306e\u624b\u6cd5\u3068\u3057\u3066\u306f\u3001LiDAR\uff08\u5149\u691c\u51fa\u30fb\u6e2c\u8ddd\uff09\u30c7\u30fc\u30bf\u3092\u7528\u3044\u308b\u65b9\u6cd5\u304c\u3042\u308b\u3002\u3053\u308c\u306f\u3001\u30ec\u30fc\u30b6\u30fc\u5149\u7dda\u3092\u7528\u3044\u3066\u30bb\u30f3\u30b5\u30fc\u3068\u5730\u8868\u3068\u306e\u8ddd\u96e2\u3092\u6e2c\u5b9a\u3059\u308b\u3082\u306e\u3067\u3042\u308b\u3002.<\/p>\n<p>LiDAR\u30c7\u30fc\u30bf\u306f\u3001\u8a73\u7d30\u306a\u6a19\u9ad8\u60c5\u5831\u3068\u5730\u5f62\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u5703\u5834\u306e\u5883\u754c\u306b\u5bfe\u5fdc\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u5730\u5f62\u306e\u5fae\u5999\u306a\u5909\u5316\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002.<\/p>\n<p>\u3055\u3089\u306b\u3001\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\uff08GIS\uff09\u306f\u3001\u5703\u5834\u306e\u5883\u754c\u3092\u660e\u78ba\u306b\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002.<\/p>\n<p>GIS\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u885b\u661f\u753b\u50cf\u3001\u5730\u5f62\u56f3\u3001\u571f\u5730\u6240\u6709\u6a29\u8a18\u9332\u3001\u305d\u306e\u4ed6\u306e\u95a2\u9023\u60c5\u5831\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u7d71\u5408\u3068\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001GIS\u306f\u5703\u5834\u5883\u754c\u306e\u89e3\u91c8\u3068\u7279\u5b9a\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/p>\n<p>\u5703\u5834\u306e\u6b63\u78ba\u306a\u533a\u753b\u5206\u3051\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u7406\u7531\u304b\u3089\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u8fb2\u696d\u8cc7\u6e90\u306e\u3088\u308a\u826f\u3044\u7ba1\u7406\u3092\u4fc3\u9032\u3057\u3001\u7cbe\u5bc6\u8fb2\u696d\u6280\u8853\u3092\u53ef\u80fd\u306b\u3057\u3001\u704c\u6f11\u3001\u65bd\u80a5\u3001\u5bb3\u866b\u99c6\u9664\u306a\u3069\u306e\u8fb2\u696d\u6163\u884c\u306e\u8a08\u753b\u3068\u5b9f\u65bd\u3092\u652f\u63f4\u3057\u307e\u3059\u3002.<\/p>\n<p>\u6b63\u78ba\u306a\u5703\u5834\u5883\u754c\u30c7\u30fc\u30bf\u306f\u3001\u571f\u5730\u7ba1\u7406\u3001\u571f\u5730\u5229\u7528\u8a08\u753b\u3001\u304a\u3088\u3073\u8fb2\u696d\u898f\u5236\u306e\u9075\u5b88\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/p>\n<h2>\u305d\u308c\u306f\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3064\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/h2>\n<p>\u8fb2\u696d\u3068\u571f\u5730\u7ba1\u7406\u306b\u304a\u3044\u3066\u6975\u3081\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u304a\u308a\u3001\u6570\u3005\u306e\u5229\u70b9\u3068\u91cd\u8981\u6027\u304c\u8a3c\u62e0\u3068\u4e16\u754c\u7684\u306a\u7d71\u8a08\u30c7\u30fc\u30bf\u306b\u3088\u3063\u3066\u88cf\u4ed8\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u4e3b\u306a\u30dd\u30a4\u30f3\u30c8\u3092\u3044\u304f\u3064\u304b\u6319\u3052\u307e\u3059\u3002<\/p>\n<p><strong>1. \u7cbe\u5bc6\u8fb2\u696d\uff1a<\/strong> \u6b63\u78ba\u306a\u5703\u5834\u5883\u754c\u306f\u3001\u7cbe\u5bc6\u8fb2\u696d\u6280\u8853\u306e\u5c0e\u5165\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u7cbe\u5bc6\u8fb2\u696d\u3067\u306f\u3001\u6c34\u3001\u80a5\u6599\u3001\u8fb2\u85ac\u306a\u3069\u306e\u8cc7\u6e90\u3092\u5703\u5834\u5185\u306e\u7279\u5b9a\u306e\u5834\u6240\u306b\u6b63\u78ba\u306b\u6295\u5165\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n<p>\u4e16\u754c\u9280\u884c\u306e\u5831\u544a\u66f8\u306b\u3088\u308b\u3068\u3001\u7cbe\u5bc6\u8fb2\u696d\u6280\u8853\u306f\u4f5c\u7269\u306e\u53ce\u7a6b\u91cf\u3092201TPT\u5897\u52a0\u3055\u305b\u3001\u6295\u5165\u30b3\u30b9\u30c8\u309210\uff5e201TPT\u524a\u6e1b\u3059\u308b\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u308b\u3002.<\/p>\n<p><strong>2. \u52b9\u7387\u7684\u306a\u8cc7\u6e90\u7ba1\u7406\uff1a<\/strong> \u3053\u308c\u306b\u3088\u308a\u3001\u8fb2\u5bb6\u306f\u704c\u6f11\u30b7\u30b9\u30c6\u30e0\u306e\u6700\u9069\u5316\u3001\u65bd\u80a5\u65b9\u6cd5\u306e\u8abf\u6574\u3001\u4f5c\u7269\u306e\u751f\u80b2\u72b6\u6cc1\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u3092\u901a\u3058\u3066\u3001\u8cc7\u6e90\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u7ba1\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u7cbe\u5bc6\u306a\u7ba1\u7406\u306f\u3001\u8cc7\u6e90\u306e\u7121\u99c4\u9063\u3044\u3068\u74b0\u5883\u8ca0\u8377\u306e\u4f4e\u6e1b\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002.<\/p>\n<p>\u56fd\u9023\u98df\u7ce7\u8fb2\u696d\u6a5f\u95a2\uff08FAO\uff09\u306f\u3001\u7cbe\u5bc6\u8fb2\u696d\u306e\u624b\u6cd5\u306b\u3088\u3063\u3066\u3001\u6c34\u306e\u4f7f\u7528\u91cf\u309220\uff5e501\u30c8\u30f3\u3001\u80a5\u6599\u306e\u6d88\u8cbb\u91cf\u309210\uff5e201\u30c8\u30f3\u3001\u8fb2\u85ac\u306e\u4f7f\u7528\u91cf\u309220\uff5e301\u30c8\u30f3\u524a\u6e1b\u3067\u304d\u308b\u3068\u63a8\u5b9a\u3057\u3066\u3044\u308b\u3002.<\/p>\n<p><strong>3. \u571f\u5730\u5229\u7528\u8a08\u753b\uff1a<\/strong> \u6b63\u78ba\u306a\u5703\u5834\u5883\u754c\u30c7\u30fc\u30bf\u306f\u3001\u5229\u7528\u53ef\u80fd\u306a\u8fb2\u5730\u306e\u52b9\u7387\u7684\u306a\u5229\u7528\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u571f\u5730\u5229\u7528\u8a08\u753b\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u653f\u7b56\u7acb\u6848\u8005\u3084\u571f\u5730\u7ba1\u7406\u8005\u306f\u3001\u571f\u5730\u914d\u5206\u3001\u8f2a\u4f5c\u3001\u30be\u30fc\u30cb\u30f3\u30b0\u306b\u95a2\u3057\u3066\u5341\u5206\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n<p>\u3053\u308c\u306f\u8fb2\u696d\u751f\u7523\u6027\u306e\u5411\u4e0a\u3068\u98df\u6599\u5b89\u5168\u4fdd\u969c\u306e\u6539\u5584\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u571f\u58cc\u30fb\u6c34\u4fdd\u5168\u30b8\u30e3\u30fc\u30ca\u30eb\u306b\u63b2\u8f09\u3055\u308c\u305f\u7814\u7a76\u306b\u3088\u308b\u3068\u3001\u52b9\u679c\u7684\u306a\u571f\u5730\u5229\u7528\u8a08\u753b\u306b\u3088\u3063\u3066\u4e16\u754c\u306e\u98df\u6599\u751f\u7523\u91cf\u309220\uff5e671\u30c8\u30f3\u5897\u52a0\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u3044\u3046\u3002.<\/p>\n<p><strong>4\uff0e\u8fb2\u696d\u88dc\u52a9\u91d1\u3068\u4fdd\u967a\uff1a<\/strong> \u591a\u304f\u306e\u56fd\u3067\u306f\u3001\u8fb2\u5730\u306e\u5883\u754c\u306b\u57fa\u3065\u3044\u3066\u8fb2\u696d\u88dc\u52a9\u91d1\u3084\u4fdd\u967a\u5236\u5ea6\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3002\u6b63\u78ba\u306a\u5883\u754c\u753b\u5b9a\u306f\u3001\u5bfe\u8c61\u3068\u306a\u308b\u8fb2\u5730\u9762\u7a4d\u306e\u7279\u5b9a\u3001\u88dc\u52a9\u91d1\u306e\u516c\u5e73\u306a\u5206\u914d\u3001\u4fdd\u967a\u6599\u306e\u6b63\u78ba\u306a\u7b97\u51fa\u306b\u5f79\u7acb\u3064\u3002.<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u6b27\u5dde\u9023\u5408\u306e\u5171\u901a\u8fb2\u696d\u653f\u7b56\uff08CAP\uff09\u306f\u3001\u88dc\u52a9\u91d1\u306e\u8a08\u7b97\u3084\u9075\u5b88\u72b6\u6cc1\u306e\u76e3\u8996\u306e\u305f\u3081\u306b\u3001\u6b63\u78ba\u306a\u5703\u5834\u5883\u754c\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3002.<\/p>\n<p><strong>5. \u571f\u5730\u7ba1\u7406\u3068\u6cd5\u7684\u5883\u754c\uff1a<\/strong> \u8fb2\u696d\u306b\u304a\u3051\u308b\u5703\u5834\u5883\u754c\u306e\u660e\u78ba\u5316\u306f\u3001\u571f\u5730\u7ba1\u7406\u3001\u6240\u6709\u6a29\u3001\u305d\u3057\u3066\u571f\u5730\u7d1b\u4e89\u306e\u89e3\u6c7a\u306b\u3068\u3063\u3066\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002\u5703\u5834\u5883\u754c\u306e\u6b63\u78ba\u306a\u5730\u56f3\u306f\u3001\u6cd5\u7684\u6240\u6709\u6a29\u306e\u78ba\u7acb\u3001\u571f\u5730\u767b\u8a18\u5236\u5ea6\u306e\u652f\u63f4\u3001\u305d\u3057\u3066\u900f\u660e\u6027\u306e\u9ad8\u3044\u571f\u5730\u53d6\u5f15\u306e\u4fc3\u9032\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/p>\n<p>\u4e16\u754c\u9280\u884c\u306e\u63a8\u8a08\u306b\u3088\u308b\u3068\u3001\u4e16\u754c\u306e\u4eba\u53e3\u306e\u3046\u3061\u3001\u571f\u5730\u306b\u5bfe\u3059\u308b\u6cd5\u7684\u6a29\u5229\u3092\u6587\u66f8\u3067\u8a3c\u660e\u3067\u304d\u308b\u306e\u306f\u308f\u305a\u304b301,300\u4eba\u3067\u3042\u308a\u3001\u78ba\u5b9f\u306a\u571f\u5730\u6240\u6709\u6a29\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4fe1\u983c\u3067\u304d\u308b\u571f\u5730\u5883\u754c\u30c7\u30fc\u30bf\u306e\u91cd\u8981\u6027\u304c\u5f37\u8abf\u3055\u308c\u3066\u3044\u308b\u3002.<\/p>\n<p><strong>6\uff0e\u6cd5\u4ee4\u9075\u5b88\u3068\u74b0\u5883\u6301\u7d9a\u53ef\u80fd\u6027\uff1a<\/strong> \u6b63\u78ba\u306a\u5703\u5834\u5883\u754c\u306f\u3001\u6cd5\u4ee4\u9075\u5b88\u306e\u76e3\u8996\u306b\u5f79\u7acb\u3061\u3001\u74b0\u5883\u898f\u5236\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u8fb2\u696d\u6163\u884c\u306e\u9075\u5b88\u3092\u78ba\u5b9f\u306b\u3059\u308b\u3002.<\/p>\n<p>\u3053\u308c\u306f\u3001\u7de9\u885d\u5730\u5e2f\u3001\u4fdd\u8b77\u533a\u57df\u3001\u6d78\u98df\u3084\u6c34\u8cea\u6c5a\u67d3\u306e\u6050\u308c\u306e\u3042\u308b\u533a\u57df\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u3001\u8fb2\u5bb6\u304c\u9069\u5207\u306a\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u74b0\u5883\u57fa\u6e96\u3092\u9075\u5b88\u3059\u308b\u3053\u3068\u3067\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u304c\u9ad8\u307e\u308a\u3001\u751f\u614b\u7cfb\u3078\u306e\u60aa\u5f71\u97ff\u304c\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002.<\/p>\n<p>FAO\u306b\u3088\u308b\u3068\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u8fb2\u696d\u6163\u884c\u306f\u3001\u5e74\u9593\u6700\u592760\u5104\u30c8\u30f3\u306e\u6e29\u5ba4\u52b9\u679c\u30ac\u30b9\u6392\u51fa\u91cf\u3092\u524a\u6e1b\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002.<\/p>\n<p>\u3053\u308c\u3089\u306e\u70b9\u306f\u3001\u8fb2\u696d\u304a\u3088\u3073\u571f\u5730\u7ba1\u7406\u306b\u304a\u3051\u308b\u305d\u306e\u6709\u7528\u6027\u3068\u91cd\u8981\u6027\u3092\u793a\u3057\u3066\u3044\u308b\u3002\u63d0\u793a\u3055\u308c\u305f\u8a3c\u62e0\u3068\u4e16\u754c\u7684\u306a\u30c7\u30fc\u30bf\u306f\u3001\u305d\u308c\u304c\u8cc7\u6e90\u52b9\u7387\u3001\u571f\u5730\u5229\u7528\u8a08\u753b\u3001\u6cd5\u7684\u67a0\u7d44\u307f\u3001\u74b0\u5883\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u3001\u305d\u3057\u3066\u8fb2\u696d\u751f\u7523\u6027\u5168\u4f53\u306b\u53ca\u307c\u3059\u30d7\u30e9\u30b9\u306e\u5f71\u97ff\u3092\u88cf\u4ed8\u3051\u3066\u3044\u308b\u3002.<\/p>\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001\u8fb2\u696d\u306b\u304a\u3051\u308b\u5703\u5834\u5883\u754c\u753b\u5b9a\u3068\u306f\u3001\u8fb2\u5730\u3084\u533a\u753b\u306e\u5883\u754c\u3092\u7279\u5b9a\u3057\u3001\u5730\u56f3\u4e0a\u306b\u793a\u3059\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u885b\u661f\u753b\u50cf\u89e3\u6790\u3001LiDAR\u30c7\u30fc\u30bf\u3001GIS\u306a\u3069\u306e\u69d8\u3005\u306a\u6280\u8853\u3092\u7528\u3044\u3066\u5883\u754c\u3092\u6b63\u78ba\u306b\u5b9a\u7fa9\u30fb\u753b\u5b9a\u3057\u3001\u52b9\u679c\u7684\u306a\u571f\u5730\u7ba1\u7406\u3068\u8fb2\u696d\u6d3b\u52d5\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>GeoPard\u793e\u306f\u3001\u8907\u6570\u5e74\u306b\u308f\u305f\u308b\u885b\u661f\u753b\u50cf\u3001\u9ad8\u7cbe\u5ea6\u306a\u96f2\u3068\u5f71\u306e\u691c\u51fa\u3001\u304a\u3088\u3073\u9ad8\u5ea6\u306a\u72ec\u81ea\u6280\u8853\u3092\u7528\u3044\u3066\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u5703\u5834\u5883\u754c\u691c\u51fa\u30e2\u30c7\u30eb\u306e\u958b\u767a\u306b\u6210\u529f\u3057\u307e\u3057\u305f\u3002<\/p>","protected":false},"author":210249433,"featured_media":6764,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_eb_attr":"","content-type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1586,1661,1372,1377,1378,1368],"tags":[1618,1668],"class_list":["post-6762","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-features","category-satellite-imagery","category-blog","category-crop-monitoring","category-remote-sensing","category-yield","tag-crop-monitoring","tag-field-boundaries"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Automated Field Boundaries Detection Model for Precision Agriculture by GeoPard - GeoPard Agriculture<\/title>\n<meta name=\"description\" content=\"GeoPard have completed a successful PoC of automated field boundaries delineation model using Segment Anything and classification models\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/geopard.tech\/jp\/\u30d6\u30ed\u30b0\/field-boundaries-delineation-model-to-predict-yields\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Automated Field Boundaries Detection Model for Precision Agriculture by GeoPard - GeoPard Agriculture\" \/>\n<meta property=\"og:description\" content=\"GeoPard have completed a 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