{"id":40290,"date":"2026-04-09T16:37:58","date_gmt":"2026-04-09T14:37:58","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/14k-global-potholes-and-fire-hydrants-geotagged-imagery\/"},"modified":"2026-04-09T16:37:58","modified_gmt":"2026-04-09T14:37:58","slug":"14k-global-potholes-and-fire-hydrants-geotagged-imagery","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/14k-global-potholes-and-fire-hydrants-geotagged-imagery\/","title":{"rendered":"14K+ Global Potholes And Fire Hydrants (Geotagged Imagery)"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Sharing two open geotagged image datasets:<\/p>\n<ul>\n<li>Potholes: <a href=\"https:\/\/huggingface.co\/datasets\/Outerview\/global-potholes-dataset\">https:\/\/huggingface.co\/datasets\/Outerview\/global-potholes-dataset<\/a><\/li>\n<li>Fire hydrants: <a href=\"https:\/\/huggingface.co\/datasets\/Outerview\/fire-hydrants-dataset\">https:\/\/huggingface.co\/datasets\/Outerview\/fire-hydrants-dataset<\/a><\/li>\n<\/ul>\n<p>Each dataset includes ground-level imagery with location metadata (latitude\/longitude), along with additional attributes depending on the source.<\/p>\n<p>Data is compiled from a mix of our own collection efforts and open mapping datasets, with a focus on real-world, observable infrastructure.<\/p>\n<p>Potential use cases:<\/p>\n<ul>\n<li>computer vision training (object detection \/ classification)<\/li>\n<li>infrastructure analysis<\/li>\n<li>urban planning \/ maintenance modeling<\/li>\n<li>geospatial ML<\/li>\n<\/ul>\n<p>Happy to answer questions or expand coverage if useful.<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Realistic-Ad-6157\"> \/u\/Realistic-Ad-6157 <\/a> <br \/> <span><a href=\"https:\/\/huggingface.co\/datasets\/Outerview\/global-potholes-dataset\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1sgoj9b\/14k_global_potholes_and_fire_hydrants_geotagged\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-40290 jlk' href='javascript:void(0)' data-task='like' data-post_id='40290' data-nonce='65e0e39b87' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-40290 lc'>0<\/span><\/a><\/div><\/div> <div class='status-40290 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Sharing two open geotagged image datasets: Potholes: https:\/\/huggingface.co\/datasets\/Outerview\/global-potholes-dataset Fire hydrants: https:\/\/huggingface.co\/datasets\/Outerview\/fire-hydrants-dataset Each dataset includes ground-level imagery with&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-40290","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/40290","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=40290"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/40290\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=40290"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=40290"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=40290"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}