{"id":31545,"date":"2024-11-17T14:27:38","date_gmt":"2024-11-17T13:27:38","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/help-with-ml-project-for-damage-detection\/"},"modified":"2024-11-17T14:27:38","modified_gmt":"2024-11-17T13:27:38","slug":"help-with-ml-project-for-damage-detection","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/help-with-ml-project-for-damage-detection\/","title":{"rendered":"Help With ML Project For Damage Detection"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hey guys,<\/p>\n<p>I am currently working on creating a project that detects damage\/dents on construction machinery(excavator,cement mixer etc.) rental and a machine learning model is used after the machine is returned to the rental company to detect damages and &#8216;penalise the renters&#8217; accordingly. It is expected that we have the image of the machines pre-rental so there is a comparison we can look at as a benchmark<\/p>\n<p>What would you all suggest to do for this? Which models should i train\/finetune? <strong>What data should i collect?<\/strong> Any other suggestion?<\/p>\n<p>If youll have any follow up questions , please ask ahead.<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/shroffykrish\"> \/u\/shroffykrish <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1gtcqah\/help_with_ml_project_for_damage_detection\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1gtcqah\/help_with_ml_project_for_damage_detection\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-31545 jlk' href='javascript:void(0)' data-task='like' data-post_id='31545' data-nonce='614a020375' 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-31545 lc'>0<\/span><\/a><\/div><\/div> <div class='status-31545 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hey guys, I am currently working on creating a project that detects damage\/dents on construction machinery(excavator,cement mixer&#8230;<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-31545","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\/31545","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"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=31545"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/31545\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=31545"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=31545"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=31545"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}