{"id":33052,"date":"2016-12-29T10:16:44","date_gmt":"2016-12-29T18:16:44","guid":{"rendered":"http:\/\/lifeboat.com\/blog\/2016\/12\/apples-first-ai-paper-focuses-on-creating-superrealistic-image-recognition"},"modified":"2017-04-25T23:03:02","modified_gmt":"2017-04-26T06:03:02","slug":"apples-first-ai-paper-focuses-on-creating-superrealistic-image-recognition","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2016\/12\/apples-first-ai-paper-focuses-on-creating-superrealistic-image-recognition","title":{"rendered":"Apple\u2019s first AI paper focuses on creating \u2018superrealistic\u2019 image recognition"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/apples-first-ai-paper-focuses-on-creating-superrealistic-image-recognition.jpg\"><\/a><\/p>\n<p>Apple\u2019s first paper on artificial intelligence, <a href=\"https:\/\/arxiv.org\/abs\/1612.07828\" target=\"_blank\">published<\/a> Dec. 22 on <em>arXiv <\/em>(open access), describes a method for improving the ability of a deep neural network to recognize images.<\/p>\n<p>To train neural networks to recognize images, AI researchers have typically labeled (identified or described) each image in a dataset. For example, last year, Georgia Institute of Technology researchers developed a <a href=\"http:\/\/www.kurzweilai.net\/this-deep-learning-method-could-predict-your-daily-activities-from-your-lifelogging-camera-images\" target=\"_blank\">deep-learning method to recognize images<\/a> taken at regular intervals on a person\u2019s wearable smartphone camera.<\/p>\n<p style=\"padding-right: 20px\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" class=\"\" title=\"egocentric images samples\" src=\"https:\/\/lifeboat.com\/blog.images\/apples-first-ai-paper-focuses-on-creating-superrealistic-image-recognition2.jpg\" alt=\"\" width=\"301\" height=\"274\"><\/p>\n<p><b><center>Example images from dataset of 40,000 egocentric images with their respective labels (credit: Daniel Castro et al.\/Georgia Institute of Technology)<\/center><\/b><\/p>\n<p><!-- Link: <a href=\"http:\/\/www.kurzweilai.net\/apples-first-ai-paper-focuses-on-creating-superrealistic-image-recognition\">http:\/\/www.kurzweilai.net\/apples-first-ai-paper-focuses-on-c...ecognition<\/a> --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Apple\u2019s first paper on artificial intelligence, published Dec. 22 on arXiv (open access), describes a method for improving the ability of a deep neural network to recognize images. To train neural networks to recognize images, AI researchers have typically labeled (identified or described) each image in a dataset. For example, last year, Georgia Institute of [\u2026]<\/p>\n","protected":false},"author":362,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1512,6,1977],"tags":[],"class_list":["post-33052","post","type-post","status-publish","format-standard","hentry","category-mobile-phones","category-robotics-ai","category-wearables"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/33052","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/362"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=33052"}],"version-history":[{"count":3,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/33052\/revisions"}],"predecessor-version":[{"id":55982,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/33052\/revisions\/55982"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=33052"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=33052"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=33052"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}