{"id":1967,"date":"2021-03-30T22:14:19","date_gmt":"2021-03-30T22:14:19","guid":{"rendered":"https:\/\/jimhphoto.com\/?p=1967"},"modified":"2025-03-29T17:50:43","modified_gmt":"2025-03-29T17:50:43","slug":"sky-replacement-go-big-or-go-home","status":"publish","type":"post","link":"https:\/\/jimhphoto.com\/index.php\/2021\/03\/30\/sky-replacement-go-big-or-go-home\/","title":{"rendered":"Sky Replacement: Go Big or Go Home"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">To my eye, it never really works: a photo of a landmark or landscape under a dull and lifeless sky, transfused with instant awesomeness via &#8220;AI Powered&#8221; sky replacement software. It&#8217;s like a bad hairpiece.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"800\" src=\"https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/DSC09000.jpg\" alt=\"\" class=\"wp-image-1984\" style=\"width:640px\" srcset=\"https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/DSC09000.jpg 1200w, https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/DSC09000-300x200.jpg 300w, https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/DSC09000-1024x683.jpg 1024w, https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/DSC09000-768x512.jpg 768w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure>\n<\/div>\n\n\n<!--more-->\n\n\n\n<p class=\"wp-block-paragraph\">You know what I&#8217;m talking about: a city skyline in front of a sunset that looks like a scene from the Book of Revelation. Rock and cactus in Arizona silhouetted against the blazing heart of the Milky Way.  An old castle shot on a gray day just as the tour bus was leaving &#8211; when the photographer got home it magically reappeared under blue sky and fluffy clouds.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These images might initially impress, but the buzz fades quickly because in the visual center of your brain, something is <em>saying wait a minute&#8230; this isn&#8217;t right. <\/em> I&#8217;m not claiming I could reliably distinguish real photos from sky-replacements, but I think over time my score would be a lot better than chance And if we could rate photos on how people really reacted to them, subconsciously, the truth would be told: something just doesn&#8217;t add up.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There are things about natural outdoor light that our brain processes in  sophisticated ways that we&#8217;re not directly aware of.  One is color, another is direction.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Color<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The color of clouds is a factor of the angle of the sun and  the size of the contained water droplets; larger droplets are bluer, but a low sun can counteract that .  Nitrogen dioxide &#8211; smog &#8211; makes clouds yellowish over cities.   Blue sky comes from molecular scattering of photons, and varies a lot depending on the direction of the sun, the direction you&#8217;re looking, the altitude and the time of day.    Overall, the color temperature of outdoor light varies from about  2,000K to 5,500K depending on a whole bunch of factors.    The bottom line is that despite the AI hype, the temperature of a replacement sky is very unlikely to match the temperature of the rest of the scene; and that&#8217;s not easy to correct, even for a human.   We <em>sense <\/em>the temperature of the sky and it affects our mood.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Light direction<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sky replacement software doesn&#8217;t even try to determine the direction and diffusion of the original light source and match it.  That sort of thing can be done, but it requires a lot more processing power and software sophistication than is found on a photographer&#8217;s PC.  Pixar Animation understands this, but their animators control the light source and the digital modeling of everything in the scene, so the &#8220;ray tracing&#8221; is to some extent straightforward; even so, it requires a serious server cluster.   (BTW they&#8217;ve been doing this since the 90s and don&#8217;t even bother claiming it&#8217;s &#8220;Powered By AI&#8221;. )  Hollywood CGI can produce some amazing things, but it&#8217;s all guided and fine-tuned by highly skilled people, and aimed at a different aesthetic.<br><br>Dung beetles roll their collections in a direction determined by stars and the Milky Way.  Migratory birds navigate by the direction and polarization of light rays angled low to the horizon..  So it&#8217;s a good bet our brains do at least some of that too, subconsciously.  And we have stereoscopic vision which is constantly building a 3D model of our surroundings based on the angles of light, shadows, and reflections.  We sense when that model is &#8220;off&#8221; or inconsistent, although we may not immediately know why.  <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">So Go Big<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">I say if you&#8217;re going to replace a sky, make a statement: add something to the story, don&#8217;t just try to salvage a photo.  Maybe aim for something a bit surreal.  And  here&#8217;s a tip: <em>black-and-white means no issues with mismatched color temperature<\/em>. <br><br>I got a good shot of this young Bald Eagle as he swooped overhead, but even with a 600mm lens the frame was 80% empty blue sky.  Little to lose, so I added some dramatic clouds I&#8217;d photographed elsewhere, lit from roughly the same direction, and rotated the eagle for a better match.  The result seems to me to say &#8220;up&#8221;, like he&#8217;s climbing the sky, gaining altitude.  I won&#8217;t say it looks real, but I like it.   Maybe I&#8217;ll sell motivational posters. <\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><a href=\"https:\/\/jimh-photo.framer.art\/curated-collections\/birds\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"857\" src=\"https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/eagle-sky.jpg\" alt=\"Photograph of a young bald eagle gaining altitude against the clouds.\" class=\"wp-image-1977\" style=\"width:640px\" srcset=\"https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/eagle-sky.jpg 1200w, https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/eagle-sky-300x214.jpg 300w, https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/eagle-sky-1024x731.jpg 1024w, https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/eagle-sky-768x548.jpg 768w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">This is empty, unsold space in a downtown office tower; there was nothing but blank sky outside the windows. I wanted to emphasize the weird sci-fi look of this space &#8211;  so I used some Hubble images  (with attribution) to put the building out there, somewhere in the cosmos&#8230; <\/p>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><a href=\"https:\/\/jimh-photo.framer.art\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"800\" src=\"https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/DSC06487space.jpg\" alt=\"Empty space in a Minneapolis skyway\" class=\"wp-image-1976\" style=\"width:640px\" srcset=\"https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/DSC06487space.jpg 1200w, https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/DSC06487space-300x200.jpg 300w, https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/DSC06487space-1024x683.jpg 1024w, https:\/\/jimhphoto.com\/wp-content\/uploads\/2021\/03\/DSC06487space-768x512.jpg 768w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div style=\"height:31px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">There&#8217;s an obvious &#8216;ethical&#8217; question here as well.  If I&#8217;m selling prints of that eagle image, should I make it clear what I&#8217;ve done?  If I don&#8217;t , and a buyer finds out later, and is disappointed, I&#8217;d feel bad, like I&#8217;d cheated him.   So that&#8217;s my ethical position,   But <a href=\"https:\/\/fstoppers.com\/landscapes\/sky-replacement-ethical-landscape-photography-564310\" title=\"https:\/\/fstoppers.com\/landscapes\/sky-replacement-ethical-landscape-photography-564310\">here&#8217;s  recent post on FStoppers.com,<\/a> where the opinions are really flying. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><br>Whether you agree or disagree: <em>leave a comment on this post, with the URL of your site, and you&#8217;ll be rewarded with a nice SEO-juicy &#8220;<a href=\"https:\/\/backlinko.com\/nofollow-link\">dofollow<\/a>&#8221; backlink.<\/em><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>To my eye, it never really works: a photo of a landmark or landscape under a dull and lifeless sky, transfused with instant awesomeness via &#8220;AI Powered&#8221; sky replacement software. It&#8217;s like a bad hairpiece.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[654],"tags":[542,543,545,544,277,541,546],"post_folder":[],"class_list":["post-1967","post","type-post","status-publish","format-standard","hentry","category-thoughts-on-photography","tag-ai","tag-color-temperature","tag-direction","tag-lighting","tag-photography","tag-sky-replacement","tag-software"],"_links":{"self":[{"href":"https:\/\/jimhphoto.com\/index.php\/wp-json\/wp\/v2\/posts\/1967","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jimhphoto.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jimhphoto.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jimhphoto.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jimhphoto.com\/index.php\/wp-json\/wp\/v2\/comments?post=1967"}],"version-history":[{"count":0,"href":"https:\/\/jimhphoto.com\/index.php\/wp-json\/wp\/v2\/posts\/1967\/revisions"}],"wp:attachment":[{"href":"https:\/\/jimhphoto.com\/index.php\/wp-json\/wp\/v2\/media?parent=1967"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jimhphoto.com\/index.php\/wp-json\/wp\/v2\/categories?post=1967"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jimhphoto.com\/index.php\/wp-json\/wp\/v2\/tags?post=1967"},{"taxonomy":"post_folder","embeddable":true,"href":"https:\/\/jimhphoto.com\/index.php\/wp-json\/wp\/v2\/post_folder?post=1967"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}