{"id":2247,"date":"2020-06-26T21:13:14","date_gmt":"2020-06-26T21:13:14","guid":{"rendered":"http:\/\/elbsolutions.com\/projects\/?p=2247"},"modified":"2022-02-03T11:24:25","modified_gmt":"2022-02-03T17:24:25","slug":"labelimg-double-check-program","status":"publish","type":"post","link":"https:\/\/elbsolutions.com\/projects\/labelimg-double-check-program\/","title":{"rendered":"LabelImg double check program"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">So I didn&#8217;t find a tool so I could look at my work and double check all the image classifications and I wanted to ensure that I as as accurate as possible. <a href=\"https:\/\/github.com\/ebley\/ai-labelImg-double-checker\">So I wrote one<\/a>. I used <a href=\"https:\/\/pypi.org\/project\/labelImg\/\">LabelImg <\/a>to reclassify about 3 categories into 10 categories &#8211; and .. sadly after I made this new tool I am glad I did as I am not perfect by any stretch \ud83d\ude41<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Now that I am done &#8211; here are my results &#8211; is that OK? I don&#8217;t now yet<\/p>\n\n\n\n<!--more-->\n\n\n\n<pre class=\"wp-block-preformatted\">1774 images\n100% Complete\n\nCounts\nClass 0: aaaa:352\nClass 1: bbbb:605\nClass 2: occcc:607\nClass 3: ddddd:49\nClass 4: eeee:50\nClass 5: ffff:2\nClass 6: gggg:1\nClass 7: hhhh:227\nClass 8: iiii:263\nClass 9: jjjj:187\nClass 10: kkkk:169\nClass 11: mmmm:39\nClass 12: nnnn:38\n\nTotal Successful\/Valid Extractions: 100%\nA reminder that your check folder is: D:\\img.check<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">The number of samples isn&#8217;t even, the quality of the original pics was reduced by 4 in the x and y direction? Should I also include the high res images and more .txt files (they can be reused). Not sure! I am going to run my training program for the first time with the best dateset we have yet. Fingers crossed. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>So I didn&#8217;t find a tool so I could look at my work and double check all the image classifications and I wanted to ensure that I as as accurate as possible. So I wrote one. I used LabelImg to reclassify about 3 categories into 10 categories &#8211; and .. sadly after I made this [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2247","post","type-post","status-publish","format-standard","hentry","category-general"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>LabelImg double check program - ELB Solutions.com Inc.<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/elbsolutions.com\/projects\/labelimg-double-check-program\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LabelImg double check program - ELB Solutions.com Inc.\" \/>\n<meta property=\"og:description\" content=\"So I didn&#8217;t find a tool so I could look at my work and double check all the image classifications and I wanted to ensure that I as as accurate as possible. 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