{"id":1667,"date":"2021-03-18T12:42:37","date_gmt":"2021-03-18T11:42:37","guid":{"rendered":"http:\/\/tristanromain.com\/?p=1667"},"modified":"2021-03-19T18:03:26","modified_gmt":"2021-03-19T17:03:26","slug":"automation-of-photo-culling-why-detecting-eyes-closed-is-not-enough-by-far","status":"publish","type":"post","link":"https:\/\/tristanromain.com\/index.php\/2021\/03\/18\/automation-of-photo-culling-why-detecting-eyes-closed-is-not-enough-by-far\/","title":{"rendered":"Automation of photo culling: why detecting Eyes closed is not enough, by far"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1667\" class=\"elementor elementor-1667\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7e8eadc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7e8eadc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ee1932a\" data-id=\"ee1932a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f81202d elementor-widget elementor-widget-heading\" data-id=\"f81202d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><p><b>Introduction<\/b><span style=\"font-size: 2rem;font-weight: 600\"><\/span><\/p><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c693bda elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c693bda\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5af244c\" data-id=\"5af244c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-935ece1 elementor-widget elementor-widget-text-editor\" data-id=\"935ece1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Automation of photo culling is becoming trendy with several project that have started since less than a couple of years, even though it is still far from being mainstream <a href=\"http:\/\/tristanromain.com\/index.php\/2021\/02\/26\/main-objections-for-automation-of-photos-culling\/\">if not just accepted as a real potential advantage for your workflow as a photographer<\/a>.<\/p><p>A feature proposed by most project is to cull images where the model has eyes closed. From a technological perspective, this is not breakthrough by any mean. So, it does make sense to propose it. But from a photographical perspective, does it even just make sense?<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e9178e1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e9178e1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b159e6a\" data-id=\"b159e6a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0b4cc4f elementor-widget elementor-widget-heading\" data-id=\"0b4cc4f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><p><b>Why are the eyes closed?<\/b><span style=\"font-size: 2rem;font-weight: 600\"><\/span><\/p><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b057a6f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b057a6f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c45bbef\" data-id=\"c45bbef\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-416be02 elementor-widget elementor-widget-text-editor\" data-id=\"416be02\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Well, for many reasons. One may believe it is just that the model is blinking, unfortunately. And for that reason, the image can be discarded. But it is much more complicated.<\/p><p>A few examples:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7157e37 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7157e37\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-02ca89c\" data-id=\"02ca89c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-092817c elementor-widget elementor-widget-image-gallery\" data-id=\"092817c\" data-element_type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-1' class='gallery galleryid-1667 gallery-columns-4 gallery-size-medium'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"092817c\" data-elementor-lightbox-title=\"blink\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTY0NiwidXJsIjoiaHR0cHM6XC9cL3RyaXN0YW5yb21haW4uY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8wM1wvYmxpbmsuanBnIiwic2xpZGVzaG93IjoiMDkyODE3YyJ9\" href='https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/blink.jpg'><img decoding=\"async\" width=\"223\" height=\"223\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/blink.jpg\" class=\"attachment-medium size-medium\" alt=\"\" aria-describedby=\"gallery-1-1646\" srcset=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/blink.jpg 223w, https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/blink-150x150.jpg 150w\" sizes=\"(max-width: 223px) 100vw, 223px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-1646'>\n\t\t\t\tBlink\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"092817c\" data-elementor-lightbox-title=\"Looking down\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTY0NywidXJsIjoiaHR0cHM6XC9cL3RyaXN0YW5yb21haW4uY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8wM1wvTG9va2luZy1kb3duLmpwZyIsInNsaWRlc2hvdyI6IjA5MjgxN2MifQ%3D%3D\" href='https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Looking-down.jpg'><img decoding=\"async\" width=\"220\" height=\"220\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Looking-down.jpg\" class=\"attachment-medium size-medium\" alt=\"\" aria-describedby=\"gallery-1-1647\" srcset=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Looking-down.jpg 220w, https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Looking-down-150x150.jpg 150w\" sizes=\"(max-width: 220px) 100vw, 220px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-1647'>\n\t\t\t\tLooking Down\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"092817c\" data-elementor-lightbox-title=\"Too much sun\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTY0OCwidXJsIjoiaHR0cHM6XC9cL3RyaXN0YW5yb21haW4uY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8wM1wvVG9vLW11Y2gtc3VuLmpwZyIsInNsaWRlc2hvdyI6IjA5MjgxN2MifQ%3D%3D\" href='https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Too-much-sun.jpg'><img fetchpriority=\"high\" decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Too-much-sun.jpg\" class=\"attachment-medium size-medium\" alt=\"\" aria-describedby=\"gallery-1-1648\" srcset=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Too-much-sun.jpg 225w, https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Too-much-sun-150x150.jpg 150w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-1648'>\n\t\t\t\tToo much sun\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"092817c\" data-elementor-lightbox-title=\"Lol\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTY0OSwidXJsIjoiaHR0cHM6XC9cL3RyaXN0YW5yb21haW4uY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8wM1wvTG9sLmpwZyIsInNsaWRlc2hvdyI6IjA5MjgxN2MifQ%3D%3D\" href='https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Lol.jpg'><img loading=\"lazy\" decoding=\"async\" width=\"254\" height=\"229\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Lol.jpg\" class=\"attachment-medium size-medium\" alt=\"\" aria-describedby=\"gallery-1-1649\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-1649'>\n\t\t\t\tLol\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon portrait'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"092817c\" data-elementor-lightbox-title=\"relaxation\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTY1MCwidXJsIjoiaHR0cHM6XC9cL3RyaXN0YW5yb21haW4uY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8wM1wvcmVsYXhhdGlvbi5qcGciLCJzbGlkZXNob3ciOiIwOTI4MTdjIn0%3D\" href='https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/relaxation.jpg'><img loading=\"lazy\" decoding=\"async\" width=\"251\" height=\"253\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/relaxation.jpg\" class=\"attachment-medium size-medium\" alt=\"\" aria-describedby=\"gallery-1-1650\" srcset=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/relaxation.jpg 251w, https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/relaxation-150x150.jpg 150w\" sizes=\"(max-width: 251px) 100vw, 251px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-1650'>\n\t\t\t\tContemplation \/ Relaxation\n\t\t\t\t<\/figcaption><\/figure>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6e73af7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6e73af7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-54d54ef\" data-id=\"54d54ef\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b82ed54 elementor-widget elementor-widget-text-editor\" data-id=\"b82ed54\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>And other feelings will also make our eyes closed:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6e6e5f3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6e6e5f3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-94d95e8\" data-id=\"94d95e8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-365d690 elementor-widget elementor-widget-image-gallery\" data-id=\"365d690\" data-element_type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-2' class='gallery galleryid-1667 gallery-columns-4 gallery-size-thumbnail'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"365d690\" data-elementor-lightbox-title=\"Bailler\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTY1MSwidXJsIjoiaHR0cHM6XC9cL3RyaXN0YW5yb21haW4uY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8wM1wvQmFpbGxlci5qcGciLCJzbGlkZXNob3ciOiIzNjVkNjkwIn0%3D\" href='https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Bailler.jpg'><img loading=\"lazy\" decoding=\"async\" width=\"141\" height=\"141\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Bailler.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"365d690\" data-elementor-lightbox-title=\"Big tongue\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTY1MiwidXJsIjoiaHR0cHM6XC9cL3RyaXN0YW5yb21haW4uY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8wM1wvQmlnLXRvbmd1ZS5qcGciLCJzbGlkZXNob3ciOiIzNjVkNjkwIn0%3D\" href='https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Big-tongue.jpg'><img loading=\"lazy\" decoding=\"async\" width=\"140\" height=\"140\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Big-tongue.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon portrait'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"365d690\" data-elementor-lightbox-title=\"crying\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTY1MywidXJsIjoiaHR0cHM6XC9cL3RyaXN0YW5yb21haW4uY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8wM1wvY3J5aW5nLmpwZyIsInNsaWRlc2hvdyI6IjM2NWQ2OTAifQ%3D%3D\" href='https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/crying.jpg'><img loading=\"lazy\" decoding=\"async\" width=\"131\" height=\"141\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/crying.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"365d690\" data-elementor-lightbox-title=\"tooth hurts\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTY1NCwidXJsIjoiaHR0cHM6XC9cL3RyaXN0YW5yb21haW4uY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIxXC8wM1wvdG9vdGgtaHVydHMuanBnIiwic2xpZGVzaG93IjoiMzY1ZDY5MCJ9\" href='https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/tooth-hurts.jpg'><img loading=\"lazy\" decoding=\"async\" width=\"140\" height=\"140\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/tooth-hurts.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" \/><\/a>\n\t\t\t<\/div><\/figure>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3fd3065 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3fd3065\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b6fbe57\" data-id=\"b6fbe57\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6d0e27b elementor-widget elementor-widget-text-editor\" data-id=\"6d0e27b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Therefore, it is not surprising to see great photos where the model has the eyes closed. There is no reason to discard these images, with eyes closed.<\/p><p>Below an example where the model is looking down, having closed eyes. And there is nothing wrong.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-43a2905 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"43a2905\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9a91016\" data-id=\"9a91016\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f16091f elementor-widget elementor-widget-image\" data-id=\"f16091f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/unsplash.com\/@tamtit24?utm_source=unsplash&#038;utm_medium=referral&#038;utm_content=creditCopyText\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"201\" height=\"302\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/model-looking-down.jpg\" class=\"attachment-large size-large wp-image-1655\" alt=\"\" srcset=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/model-looking-down.jpg 201w, https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/model-looking-down-200x300.jpg 200w\" sizes=\"(max-width: 201px) 100vw, 201px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Model looking down - Photo by B\u00f9i Thanh T\u00e2m on Unsplash<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4980805 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4980805\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ba1f980\" data-id=\"ba1f980\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-374aa57 elementor-widget elementor-widget-text-editor\" data-id=\"374aa57\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Another example, when you are practicing your yoga, you can have eyes closed.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e48cfdc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e48cfdc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-efb2947\" data-id=\"efb2947\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-73e3f83 elementor-widget elementor-widget-image\" data-id=\"73e3f83\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/unsplash.com\/@spanic?utm_source=unsplash&#038;utm_medium=referral&#038;utm_content=creditCopyText\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"376\" height=\"565\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Relax.jpg\" class=\"attachment-large size-large wp-image-1656\" alt=\"\" srcset=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Relax.jpg 376w, https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Relax-200x300.jpg 200w\" sizes=\"(max-width: 376px) 100vw, 376px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Photo by Damir Spanic on Unsplash<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-06dd354 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"06dd354\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f22f050\" data-id=\"f22f050\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-88833af elementor-widget elementor-widget-text-editor\" data-id=\"88833af\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Now let us be honest, there are many cases where the model is blinking, and the eyes closed are not a featured which is desired by the photographer, like in the next example:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-dd8aff0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dd8aff0\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6f9810c\" data-id=\"6f9810c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1fc7035 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1fc7035\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-63be202\" data-id=\"63be202\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d8b8b14 elementor-widget elementor-widget-image\" data-id=\"d8b8b14\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"197\" height=\"295\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/Eyes-opened.jpg\" class=\"attachment-large size-large wp-image-1660\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Eyes opened is a feature in this image...<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-63dc8bb\" data-id=\"63dc8bb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4af649e elementor-widget elementor-widget-image\" data-id=\"4af649e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"197\" height=\"295\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/eyes-closed.jpg\" class=\"attachment-large size-large wp-image-1661\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Eyes closed not desired by the photographer<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-98cb836 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"98cb836\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bb13c6d\" data-id=\"bb13c6d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-377f4df elementor-widget elementor-widget-text-editor\" data-id=\"377f4df\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>To add to the complexity, many genuine photos (during a wedding, a birthday or whatever event) involving several people can have one character closing eyes for any of the above reasons, and there is nothing wrong.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c863211 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c863211\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ef53c02\" data-id=\"ef53c02\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b421c1a elementor-widget elementor-widget-image\" data-id=\"b421c1a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"602\" height=\"401\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/les-copines.jpg\" class=\"attachment-large size-large wp-image-1662\" alt=\"\" srcset=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/les-copines.jpg 602w, https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/les-copines-300x200.jpg 300w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Eyes closed but there is nothing wrong in this friendship moment<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d4e46fd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d4e46fd\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bb7219b\" data-id=\"bb7219b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1784177 elementor-widget elementor-widget-image\" data-id=\"1784177\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"534\" height=\"356\" src=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/wedding-eyes-closed.jpg\" class=\"attachment-large size-large wp-image-1663\" alt=\"\" srcset=\"https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/wedding-eyes-closed.jpg 534w, https:\/\/tristanromain.com\/wp-content\/uploads\/2021\/03\/wedding-eyes-closed-300x200.jpg 300w\" sizes=\"(max-width: 534px) 100vw, 534px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Similarly, during a wedding, eyes closed looking down<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-658b44c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"658b44c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-885621f\" data-id=\"885621f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c85af24 elementor-widget elementor-widget-heading\" data-id=\"c85af24\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Eyes Closed culling<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f1a630b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f1a630b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a0ab253\" data-id=\"a0ab253\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-71b6938 elementor-widget elementor-widget-text-editor\" data-id=\"71b6938\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>There is probably no silver bullet.<\/p><ul><li>It is more a double-edge question: is the image part of a duplicate series?<\/li><li>If not, is the image highly likely to be a case where the model is just blinking?<\/li><\/ul><p>Answering yes to the first question would mean there is probably (but not certainly) a better image to choose and the eyes-closed one could be culled under some circumstances (like models looking straight at the camera).<\/p><p>A \u201cYes\u201d to the second question is similarly a case where few people are involved \u2013 to avoid genuine situations \u2013 and looking straight at the camera to maximize the likelihood to have one model just blinking.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6f894e1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6f894e1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-24b8de7\" data-id=\"24b8de7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e91c262 elementor-widget elementor-widget-heading\" data-id=\"e91c262\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-75372c8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"75372c8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6c7b9fe\" data-id=\"6c7b9fe\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4eeded4 elementor-widget elementor-widget-text-editor\" data-id=\"4eeded4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Based on these principles, the rule has been implemented in the software <a href=\"https:\/\/camerafutura.com\/download\">Futura Photo v2.5<\/a>. Is it perfect? Of course not, but it is a first step toward some smart culling with eyes closed.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Introduction Automation of photo culling is becoming trendy with several project that have started since less than a couple of years, even though it is still far from being mainstream if not just accepted as a real potential advantage for your workflow as a photographer. A feature proposed by most project is to cull images 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