{"id":41784,"date":"2026-07-22T07:27:40","date_gmt":"2026-07-22T05:27:40","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/how-do-teams-keep-annotation-consistent-when-different-people-label-the-same-data\/"},"modified":"2026-07-22T07:27:40","modified_gmt":"2026-07-22T05:27:40","slug":"how-do-teams-keep-annotation-consistent-when-different-people-label-the-same-data","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/how-do-teams-keep-annotation-consistent-when-different-people-label-the-same-data\/","title":{"rendered":"How Do Teams Keep Annotation Consistent When Different People Label The Same Data?"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>I was looking through a public dataset yesterday and realized something.<\/p>\n<p>Some images felt like they could reasonably have two different labels depending on who&#8217;s annotating them.<\/p>\n<p>Do companies just write really detailed guidelines, or is there another process for keeping everyone consistent?<\/p>\n<p>I&#8217;m curious how this works in practice because it seems like even small inconsistencies could affect the model later.<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/RoofProper328\"> \/u\/RoofProper328 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1v35z5n\/how_do_teams_keep_annotation_consistent_when\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1v35z5n\/how_do_teams_keep_annotation_consistent_when\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-41784 jlk' href='javascript:void(0)' data-task='like' data-post_id='41784' data-nonce='9de69db8d5' 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-41784 lc'>0<\/span><\/a><\/div><\/div> <div class='status-41784 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>I was looking through a public dataset yesterday and realized something. Some images felt like they could&#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-41784","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\/41784","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=41784"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/41784\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=41784"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=41784"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=41784"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}