{"id":595790,"date":"2019-08-06T04:00:48","date_gmt":"2019-08-06T04:00:48","guid":{"rendered":"https:\/\/enterpriseam.com\/egypt\/2019\/08\/06\/mapping-the-world-through-machine-learning\/"},"modified":"2019-08-06T04:00:48","modified_gmt":"2019-08-06T04:00:48","slug":"mapping-the-world-through-machine-learning","status":"publish","type":"post","link":"https:\/\/enterpriseam.com\/egypt\/2019\/08\/06\/mapping-the-world-through-machine-learning\/","title":{"rendered":"Mapping the world through machine learning"},"content":{"rendered":"

Mapping the world through machine learning: <\/b>Facebook researchers are using machine learning models on high-resolution satellite imagery to produce detailed maps showing human settlement around the world, including this image of North Egypt, courtesy of Visual Capitalist<\/a>. With 95% of our population living along the banks of the Nile, Egypt is a highly illustrative example of the power, detail and beauty of this kind of sophisticated mapping, which has been made possible with machine learning. If you look at the full-resolution version of the map<\/a>, you will see that even individual buildings are visible, with human settlement depicted on a granular scale. The maps, believed to have an accuracy rate of 99.6%, don\u2019t simply provide interesting data; they could also be used to improve living conditions \u2014 particularly in developing and rural areas.<\/p>\n","protected":false},"excerpt":{"rendered":"

Mapping the world through machine learning: Facebook researchers are using machine learning models on high-resolution satellite imagery to produce detailed maps showing human settlement around the world, including this image of North Egypt, courtesy of Visual Capitalist. With 95% of our population living along the banks of the Nile, Egypt is a highly illustrative example […]<\/p>\n","protected":false},"author":1,"featured_media":595791,"comment_status":"closed","ping_status":"open","sticky":false,"template":"single-feature.php","format":"standard","meta":{"_acf_changed":false,"newspack_ads_suppress_ads":false,"newspack_popups_has_disabled_popups":false,"newspack_sponsor_sponsorship_scope":"","newspack_sponsor_native_byline_display":"inherit","newspack_sponsor_native_category_display":"inherit","newspack_sponsor_underwriter_style":"inherit","newspack_sponsor_underwriter_placement":"inherit","ep_exclude_from_search":false,"_primary_brand":0,"newspack_featured_image_position":"","newspack_post_subtitle":"","newspack_article_summary_title":"Overview:","newspack_article_summary":"","newspack_hide_updated_date":false,"newspack_show_updated_date":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[9284],"tags":[72,647,2407,2050],"brand":[],"newspack_spnsrs_tax":[],"class_list":["post-595790","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-image-of-the-day","tag-enterpriseam","tag-facebook","tag-image-of-the-day","tag-machine-learning","wpautop","entry"],"acf":{"mongo_id":"8138c4c9-a6f3-45e0-a8b0-a63d099a1fa8","is_powered_by":true,"story_type":"1","photo_url":"https:\/\/ent.news\/2019\/8\/2782.jpg","photo_position":"above","related_issue":[595767],"teaser":"","voice_url":""},"yoast_head":"\nMapping the world through machine learning - EnterpriseAM Egypt<\/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:\/\/enterpriseam.com\/egypt\/2019\/08\/06\/mapping-the-world-through-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mapping the world through machine learning\" \/>\n<meta property=\"og:description\" content=\"Mapping the world through machine learning: Facebook researchers are using machine learning models on high-resolution satellite imagery to produce detailed maps showing human settlement around the world, including this image of North Egypt, courtesy of Visual Capitalist. With 95% of our population living along the banks of the Nile, Egypt is a highly illustrative example […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/enterpriseam.com\/egypt\/2019\/08\/06\/mapping-the-world-through-machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"EnterpriseAM Egypt\" \/>\n<meta property=\"article:published_time\" content=\"2019-08-06T04:00:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/ent.news\/2019\/8\/2782.jpg?fit=%2C&ssl=1\" \/>\n<meta name=\"author\" content=\"enterpriseam admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"enterpriseam admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/enterpriseam.com\/egypt\/2019\/08\/06\/mapping-the-world-through-machine-learning\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/enterpriseam.com\/egypt\/2019\/08\/06\/mapping-the-world-through-machine-learning\/\"},\"author\":{\"name\":\"enterpriseam admin\",\"@id\":\"https:\/\/enterpriseam.com\/egypt\/#\/schema\/person\/ca597032db7e4db868359c123cec256d\"},\"headline\":\"Mapping the world through machine learning\",\"datePublished\":\"2019-08-06T04:00:48+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/enterpriseam.com\/egypt\/2019\/08\/06\/mapping-the-world-through-machine-learning\/\"},\"wordCount\":137,\"publisher\":{\"@id\":\"https:\/\/enterpriseam.com\/egypt\/#organization\"},\"image\":{\"@id\":\"https:\/\/enterpriseam.com\/egypt\/2019\/08\/06\/mapping-the-world-through-machine-learning\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/ent.news\/2019\/8\/2782.jpg?fit=%2C&ssl=1\",\"keywords\":[\"EnterpriseAM\",\"Facebook\",\"IMAGE OF THE DAY\",\"machine learning\"],\"articleSection\":[\"Image of the Day\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/enterpriseam.com\/egypt\/2019\/08\/06\/mapping-the-world-through-machine-learning\/\",\"url\":\"https:\/\/enterpriseam.com\/egypt\/2019\/08\/06\/mapping-the-world-through-machine-learning\/\",\"name\":\"Mapping the world through machine learning - 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