{"id":30348,"date":"2024-09-10T15:33:37","date_gmt":"2024-09-10T13:33:37","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/generating-synthetic-data-for-detecting-broken-fences-need-suggestions\/"},"modified":"2024-09-10T15:33:37","modified_gmt":"2024-09-10T13:33:37","slug":"generating-synthetic-data-for-detecting-broken-fences-need-suggestions","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/generating-synthetic-data-for-detecting-broken-fences-need-suggestions\/","title":{"rendered":"Generating Synthetic Data For Detecting Broken Fences &#8211; Need Suggestions"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hello everyone!<\/p>\n<p>I&#8217;m working on a computer vision task that involves detecting broken fences, but the dataset I have is quite small.<\/p>\n<p>I was thinking of generating synthetic data to overcome this issue. Since it&#8217;s easier to find images of intact fences, I thought about using an image-to-image model to artificially &#8220;break&#8221; parts of the fence in those images.<\/p>\n<p>Do you think this approach is feasible? Any suggestions or recommendations on how to implement this?<\/p>\n<p>Thanks in advance!<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/_Enf\"> \/u\/_Enf <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1fdhk7j\/generating_synthetic_data_for_detecting_broken\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1fdhk7j\/generating_synthetic_data_for_detecting_broken\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-30348 jlk' href='javascript:void(0)' data-task='like' data-post_id='30348' 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-30348 lc'>0<\/span><\/a><\/div><\/div> <div class='status-30348 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hello everyone! I&#8217;m working on a computer vision task that involves detecting broken fences, but the dataset&#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-30348","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\/30348","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=30348"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/30348\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=30348"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=30348"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=30348"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}