{"id":33544,"date":"2025-04-19T21:27:13","date_gmt":"2025-04-19T19:27:13","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/finally-releasing-the-bambu-timelapse-dataset-open-video-data-for-print%e2%80%91failure-ml-sorry-for-the-delay\/"},"modified":"2025-04-19T21:27:13","modified_gmt":"2025-04-19T19:27:13","slug":"finally-releasing-the-bambu-timelapse-dataset-open-video-data-for-print%e2%80%91failure-ml-sorry-for-the-delay","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/finally-releasing-the-bambu-timelapse-dataset-open-video-data-for-print%e2%80%91failure-ml-sorry-for-the-delay\/","title":{"rendered":"Finally Releasing The Bambu Timelapse Dataset \u2013 Open Video Data For Print\u2011failure ML (sorry For The Delay!)"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hey everyone!<\/p>\n<p>I know it\u2019s been a <strong>long minute<\/strong> since my original call\u2011for\u2011clips \u2013 life got hectic and the project had to sit on the back burner a bit longer than I\u2019d hoped. \ud83d\ude05 Thanks for bearing with me!<\/p>\n<h1>What\u2019s new?<\/h1>\n<ul>\n<li><strong>The dataset is live<\/strong> on Hugging Face and ready for download or contribution.<\/li>\n<li><strong>First models are on the way<\/strong> (starting with <strong>build\u2011plate identification<\/strong>) \u2013 but I can\u2019t promise an exact release timeline yet. Life still throws curveballs!<\/li>\n<\/ul>\n<p>\ud83d\udd17 <strong>Dataset page:<\/strong> <a href=\"https:\/\/huggingface.co\/datasets\/v2thegreat\/bambu-timelapse-dataset\">https:\/\/huggingface.co\/datasets\/v2thegreat\/bambu-timelapse-dataset<\/a><\/p>\n<h1>What\u2019s inside?<\/h1>\n<ul>\n<li><strong>627 timelapse videos<\/strong> from P1\/X1 printers<\/li>\n<li><strong>81 full\u2011length camera recordings<\/strong> straight off the printer cam<\/li>\n<li>Thumbnails + CSV metadata for quick indexing<\/li>\n<li>CC\u2011BY\u20114.0 license \u2013 free for hobby, research, and even commercial use with proper attribution<\/li>\n<\/ul>\n<h1>Why bother?<\/h1>\n<ul>\n<li>It\u2019s the <strong>first fully open corpus<\/strong> of Bambu timelapses; most prior failure\u2011detection work never shares raw data.<\/li>\n<li>Bambu Lab printers are everywhere, so the footage mirrors real\u2011world conditions.<\/li>\n<li>Great sandbox for manufacturing \/ QA projects\u2014failure classification, anomaly detection, build\u2011plate detection, and more.<\/li>\n<\/ul>\n<h1>Contribute your clips<\/h1>\n<ol>\n<li>Open a <strong>Pull Request<\/strong> on the repo (<code>originals\/timelapses\/&lt;your_id&gt;\/<\/code>).<\/li>\n<li>If PRs aren\u2019t your jam, DM me and we\u2019ll arrange a transfer link.<\/li>\n<li>Please crop or blur anything private; aim for bed\u2011only views.<\/li>\n<\/ol>\n<h1>Skill level<\/h1>\n<p>If you know some Python and basic ML, this is a perfect <strong>intermediate<\/strong> project to dive into computer vision. Total beginners can still poke around with the sample code, but training solid models will take a bit of experience.<\/p>\n<p>Thanks again for everyone\u2019s patience and for the clips already shared\u2014can\u2019t wait to see what the community builds with this!<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/v2thegreat\"> \/u\/v2thegreat <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1k33k0i\/finally_releasing_the_bambu_timelapse_dataset\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1k33k0i\/finally_releasing_the_bambu_timelapse_dataset\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-33544 jlk' href='javascript:void(0)' data-task='like' data-post_id='33544' 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-33544 lc'>0<\/span><\/a><\/div><\/div> <div class='status-33544 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hey everyone! I know it\u2019s been a long minute since my original call\u2011for\u2011clips \u2013 life got hectic&#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-33544","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\/33544","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=33544"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/33544\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=33544"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=33544"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=33544"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}