{"id":14015,"date":"2019-03-06T20:43:15","date_gmt":"2019-03-06T20:43:15","guid":{"rendered":"https:\/\/fourtoes.co.uk\/iblog\/?p=14015"},"modified":"2019-08-28T13:58:26","modified_gmt":"2019-08-28T13:58:26","slug":"colourisesg-machine-learning","status":"publish","type":"post","link":"https:\/\/fourtoes.co.uk\/iblog\/colourisesg-machine-learning\/","title":{"rendered":"ColouriseSG &#8211; Machine learning."},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/colourise.sg\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"ColouriseSG (opens in a new tab)\">ColouriseSG<\/a> is a proje<i>ct by the Data Science and Artificial Intelligence Division, GovTech Singapore.<\/i><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><i>Andrew Tan, Quantitative Analyst<\/i><br><i>Preston Lim, Software Engineer<\/i><br><i>Tan Kai Wei, Data Scientist<\/i><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">From the website: <i>Our deep learning model performs best on higher resolution images that prominently feature human subjects and natural scenery. We do not store images that you upload for colourisation.<\/i><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Its so simple to use just upload an image and in a few seconds a colour image is produced. I was amazed. Granted you can argue about subject accuracy, but remember this is machine learning, artificial intelligence teaching itself from a data set. Yes, teaching itself! You can read more about that <a href=\"https:\/\/blog.data.gov.sg\/bringing-black-and-white-photos-to-life-using-colourise-sg-435ae5cc5036\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"here (opens in a new tab)\">here<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It does come with a disclaimer which is fair enough&#8230;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><i>Note: The purpose of colourisation is to generate an image with colours that are plausible. It by no means guarantees that the colourised image is an accurate representation of the actual snapshot in time.<\/i><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Here are some of the examples I put through it. These are the more successful ones with the most colour attributed to the subject matter. Some crackers for sure.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"219\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/barrow1b.jpg\" alt=\"\" class=\"wp-image-14016\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/barrow1b.jpg 576w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/barrow1b-300x114.jpg 300w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"504\" height=\"383\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/barrow1.jpg\" alt=\"\" class=\"wp-image-14017\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/barrow1.jpg 504w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/barrow1-300x228.jpg 300w\" sizes=\"auto, (max-width: 504px) 100vw, 504px\" \/><\/figure><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"389\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/bread1b.jpg\" alt=\"\" class=\"wp-image-14018\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/bread1b.jpg 576w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/bread1b-300x203.jpg 300w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"373\" height=\"504\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/bread1.jpg\" alt=\"\" class=\"wp-image-14019\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/bread1.jpg 373w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/bread1-222x300.jpg 222w\" sizes=\"auto, (max-width: 373px) 100vw, 373px\" \/><\/figure><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"183\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/group1b.jpg\" alt=\"\" class=\"wp-image-14020\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/group1b.jpg 576w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/group1b-300x95.jpg 300w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"504\" height=\"320\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/group1-1.jpg\" alt=\"\" class=\"wp-image-14035\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/group1-1.jpg 504w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/group1-1-300x190.jpg 300w\" sizes=\"auto, (max-width: 504px) 100vw, 504px\" \/><\/figure><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"229\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/studio1b.jpg\" alt=\"\" class=\"wp-image-14022\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/studio1b.jpg 576w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/studio1b-300x119.jpg 300w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"504\" height=\"401\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/studio1.jpg\" alt=\"\" class=\"wp-image-14023\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/studio1.jpg 504w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/studio1-300x239.jpg 300w\" sizes=\"auto, (max-width: 504px) 100vw, 504px\" \/><\/figure><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"213\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/group2b.jpg\" alt=\"\" class=\"wp-image-14024\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/group2b.jpg 576w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/group2b-300x111.jpg 300w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"504\" height=\"373\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/group2.jpg\" alt=\"\" class=\"wp-image-14025\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/group2.jpg 504w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/group2-300x222.jpg 300w\" sizes=\"auto, (max-width: 504px) 100vw, 504px\" \/><\/figure><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"380\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/build1b.jpg\" alt=\"\" class=\"wp-image-14027\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/build1b.jpg 576w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/build1b-300x198.jpg 300w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"382\" height=\"504\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/build1.jpg\" alt=\"\" class=\"wp-image-14028\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/build1.jpg 382w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/build1-227x300.jpg 227w\" sizes=\"auto, (max-width: 382px) 100vw, 382px\" \/><\/figure><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"211\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/donkey1b.jpg\" alt=\"\" class=\"wp-image-14029\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/donkey1b.jpg 576w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/donkey1b-300x110.jpg 300w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"504\" height=\"369\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/donkey1.jpg\" alt=\"\" class=\"wp-image-14030\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/donkey1.jpg 504w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/donkey1-300x220.jpg 300w\" sizes=\"auto, (max-width: 504px) 100vw, 504px\" \/><\/figure><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"399\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/garden1b.jpg\" alt=\"\" class=\"wp-image-14031\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/garden1b.jpg 576w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/garden1b-300x208.jpg 300w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"364\" height=\"504\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/garden1.jpg\" alt=\"\" class=\"wp-image-14032\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/garden1.jpg 364w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/garden1-217x300.jpg 217w\" sizes=\"auto, (max-width: 364px) 100vw, 364px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">And heres a modern medium format film image from last years ECW by the talented Guillaume d&#8217;Hubert. This one worked so well.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"288\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/me1b.jpg\" alt=\"\" class=\"wp-image-14033\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/me1b.jpg 576w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/me1b-300x150.jpg 300w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"576\" src=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/\/2019\/03\/me1.jpg\" alt=\"\" class=\"wp-image-14034\" srcset=\"https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/me1.jpg 576w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/me1-150x150.jpg 150w, https:\/\/fourtoes.co.uk\/iblog\/wp-content\/uploads\/2019\/03\/me1-300x300.jpg 300w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">I have to thank my friend and fellow photographer Patrick Ballanger for pointing out this amazing web tool yesterday. Be quick as theres talk that this is only online for a short while. Lets hope they make it into an App.<br><br>Accurate? Maybe not.<br>Fun? Definitely.<br><br>Makes you look at images in a totally new way. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>ColouriseSG is a project by the Data Science and Artificial Intelligence Division, GovTech Singapore. Andrew Tan, Quantitative AnalystPreston Lim, Software EngineerTan Kai Wei, Data Scientist From the website: Our deep learning model performs best on higher resolution images that prominently feature human subjects and natural scenery. We do not store images that you upload for&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":14030,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[9],"tags":[],"class_list":["post-14015","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-misc"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ColouriseSG - Machine learning. - FOURTOES<\/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:\/\/fourtoes.co.uk\/iblog\/colourisesg-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ColouriseSG - Machine learning. - FOURTOES\" \/>\n<meta property=\"og:description\" content=\"ColouriseSG is a project by the Data Science and Artificial Intelligence Division, GovTech Singapore. Andrew Tan, Quantitative AnalystPreston Lim, Software EngineerTan Kai Wei, Data Scientist From the website: Our deep learning model performs best on higher resolution images that prominently feature human subjects and natural scenery. 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