{"id":3544,"date":"2022-12-20T17:52:16","date_gmt":"2022-12-20T17:52:16","guid":{"rendered":"https:\/\/terrainai.com\/?p=3544"},"modified":"2022-12-20T17:52:16","modified_gmt":"2022-12-20T17:52:16","slug":"terrain-ai-urban-driveways-research-now-live-on-ms-farmvibes-ai-platform","status":"publish","type":"post","link":"https:\/\/terrainai.com\/index.php\/2022\/12\/20\/terrain-ai-urban-driveways-research-now-live-on-ms-farmvibes-ai-platform\/","title":{"rendered":"Terrain-AI Urban Driveways Research Now Live on MS Farmvibes.AI Platform"},"content":{"rendered":"\n<p>This research is part of a larger urban profiling activity within Terrain-AI. The main challenge in this project was to map urban driveways at City-scale in order to plan for suitable electric vehicle charging points. There is no up to date database of driveways for Dublin City. The driveway detection algorithm uses very high-resolution multispectral data, height information from LiDAR, and GIS datasets to automatically detect properties that have a suitable driveway for EV charge-point.<\/p>\n\n\n\n<p>This EO-GEO-ML processor, available in <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-farmvibes\/\">FarmVibes<\/a>, was tested over a residential neighbourhood in Dublin city and performed well in detecting both properties with and without driveways.<\/p>\n\n\n\n<p>Quick and easy detection of driveways can lead to timely interventions for promotion of EV uptake in neighbourhoods.&nbsp; This method can be replicated in other cities of the world provided there are similar EO &amp; GIS datasets.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This research is part of a larger urban profiling activity within Terrain-AI. The main challenge in this project was to map urban driveways at City-scale in order to plan for suitable electric vehicle charging points. There is no up to date database of driveways for Dublin City. The driveway detection algorithm uses very high-resolution multispectral [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":3548,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9,8,13,33],"tags":[],"class_list":["post-3544","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-sustainability","category-transport","category-urban"],"_links":{"self":[{"href":"https:\/\/terrainai.com\/index.php\/wp-json\/wp\/v2\/posts\/3544","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/terrainai.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/terrainai.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/terrainai.com\/index.php\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/terrainai.com\/index.php\/wp-json\/wp\/v2\/comments?post=3544"}],"version-history":[{"count":1,"href":"https:\/\/terrainai.com\/index.php\/wp-json\/wp\/v2\/posts\/3544\/revisions"}],"predecessor-version":[{"id":3547,"href":"https:\/\/terrainai.com\/index.php\/wp-json\/wp\/v2\/posts\/3544\/revisions\/3547"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/terrainai.com\/index.php\/wp-json\/wp\/v2\/media\/3548"}],"wp:attachment":[{"href":"https:\/\/terrainai.com\/index.php\/wp-json\/wp\/v2\/media?parent=3544"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/terrainai.com\/index.php\/wp-json\/wp\/v2\/categories?post=3544"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/terrainai.com\/index.php\/wp-json\/wp\/v2\/tags?post=3544"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}