{"id":45978,"date":"2023-03-16T00:44:28","date_gmt":"2023-03-16T00:44:28","guid":{"rendered":"https:\/\/dailytalks.org\/?p=45978"},"modified":"2023-03-16T00:44:28","modified_gmt":"2023-03-16T00:44:28","slug":"image-recognition-has-an-income-problem","status":"publish","type":"post","link":"https:\/\/dailytalks.org\/?p=45978","title":{"rendered":"Image Recognition Has an Income Problem"},"content":{"rendered":"<p>Image recognition neural networks are only as good as the data they\u2019re trained on. And that data, at least the easily available data, is heavy on images from high-income countries in Europe and North America. So, when confronted with everyday household items from lower-income countries, they get it right as little as 20 percent of the time&#8230;<br \/><a href=\"https:\/\/spectrum.ieee.org\/image-recognition\" class=\"button purchase\" rel=\"nofollow noopener\" target=\"_blank\">Read More<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Image recognition neural networks are only as good as the data they\u2019re trained on. And<\/p>\n","protected":false},"author":1,"featured_media":45979,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-45978","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-europe"],"featured_image_urls":{"full":["https:\/\/dailytalks.org\/wp-content\/uploads\/2023\/03\/45978-image-recognition-has-an-income-problem.jpg",980,735,false],"thumbnail":["https:\/\/dailytalks.org\/wp-content\/uploads\/2023\/03\/45978-image-recognition-has-an-income-problem-150x150.jpg",150,150,true],"medium":["https:\/\/dailytalks.org\/wp-content\/uploads\/2023\/03\/45978-image-recognition-has-an-income-problem-300x225.jpg",300,225,true],"medium_large":["https:\/\/dailytalks.org\/wp-content\/uploads\/2023\/03\/45978-image-recognition-has-an-income-problem-768x576.jpg",640,480,true],"large":["https:\/\/dailytalks.org\/wp-content\/uploads\/2023\/03\/45978-image-recognition-has-an-income-problem.jpg",640,480,false],"1536x1536":["https:\/\/dailytalks.org\/wp-content\/uploads\/2023\/03\/45978-image-recognition-has-an-income-problem.jpg",980,735,false],"2048x2048":["https:\/\/dailytalks.org\/wp-content\/uploads\/2023\/03\/45978-image-recognition-has-an-income-problem.jpg",980,735,false],"chromenews-featured":["https:\/\/dailytalks.org\/wp-content\/uploads\/2023\/03\/45978-image-recognition-has-an-income-problem.jpg",980,735,false],"chromenews-large":["https:\/\/dailytalks.org\/wp-content\/uploads\/2023\/03\/45978-image-recognition-has-an-income-problem-825x575.jpg",825,575,true],"chromenews-medium":["https:\/\/dailytalks.org\/wp-content\/uploads\/2023\/03\/45978-image-recognition-has-an-income-problem-590x410.jpg",590,410,true]},"author_info":{"display_name":"Jonathan Jeriah","author_link":"https:\/\/dailytalks.org\/?author=1"},"category_info":"<a href=\"https:\/\/dailytalks.org\/?cat=16\" rel=\"category\">Europe<\/a>","tag_info":"Europe","comment_count":"0","_links":{"self":[{"href":"https:\/\/dailytalks.org\/index.php?rest_route=\/wp\/v2\/posts\/45978","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dailytalks.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dailytalks.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dailytalks.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dailytalks.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=45978"}],"version-history":[{"count":0,"href":"https:\/\/dailytalks.org\/index.php?rest_route=\/wp\/v2\/posts\/45978\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dailytalks.org\/index.php?rest_route=\/wp\/v2\/media\/45979"}],"wp:attachment":[{"href":"https:\/\/dailytalks.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=45978"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dailytalks.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=45978"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dailytalks.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=45978"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}