{"id":33816,"date":"2025-05-09T12:27:11","date_gmt":"2025-05-09T10:27:11","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/feedback-wanted-tool-to-speed-up-dataset-annotation\/"},"modified":"2025-05-09T12:27:11","modified_gmt":"2025-05-09T10:27:11","slug":"feedback-wanted-tool-to-speed-up-dataset-annotation","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/feedback-wanted-tool-to-speed-up-dataset-annotation\/","title":{"rendered":"[Feedback Wanted] Tool To Speed Up Dataset Annotation"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hey all,<br \/> I\u2019ve been working on a side project to deal with something that\u2019s been slowing me down: <strong>manually annotating datasets<\/strong> (text, images, audio, video). It\u2019s tedious, especially when prepping for ML models or internal experiments.<\/p>\n<p>So I built a lightweight tool that:<\/p>\n<ul>\n<li>auto-pre-annotates with AI (text classification, object detection, speech tagging, etc.)<\/li>\n<li>lets you review\/edit everything in a clean UI<\/li>\n<li>supports multiple formats (JSON, YAML, XML)<\/li>\n<li>shows annotation progress in a dashboard<\/li>\n<\/ul>\n<p>it\u2019s finally in a usable state and I\u2019ve opened up a <strong>free plan<\/strong> for anyone who wants to try it.<br \/> <strong>Would this be useful to anyone else?<\/strong> Or is it one of those things that sounds nice but nobody actually needs?<\/p>\n<p>Feel free to try it if you&#8217;re curious: <a href=\"https:\/\/datanation.it\/\">https:\/\/datanation.it<\/a><\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/ZucchiniOrdinary2733\"> \/u\/ZucchiniOrdinary2733 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1kif4h9\/feedback_wanted_tool_to_speed_up_dataset\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1kif4h9\/feedback_wanted_tool_to_speed_up_dataset\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-33816 jlk' href='javascript:void(0)' data-task='like' data-post_id='33816' 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-33816 lc'>0<\/span><\/a><\/div><\/div> <div class='status-33816 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hey all, I\u2019ve been working on a side project to deal with something that\u2019s been slowing me&#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-33816","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\/33816","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=33816"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/33816\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=33816"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=33816"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=33816"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}