{"id":639,"date":"2020-07-05T06:26:34","date_gmt":"2020-07-05T06:26:34","guid":{"rendered":"http:\/\/neomano.com\/?p=639"},"modified":"2021-11-15T19:02:52","modified_gmt":"2021-11-15T19:02:52","slug":"el-antes-y-el-despues-de-una-restauracion","status":"publish","type":"post","link":"http:\/\/neomano.com\/en\/the-before-and-after-a-restoration\/","title":{"rendered":"The before and after of a restoration of old photographs with artificial intelligence and Photoshop"},"content":{"rendered":"<p>A few weeks ago I started posting on Twitter <strong>OLD PHOTOGRAPHS<\/strong> processed with artificial intelligence algorithms and additionally <strong>restoration<\/strong> manuals, in order to colorize and resurrect old historical photos of Ecuador. Initially, I selected photographs that were approximately a century old, according to my taste, but little by little people were suggesting themes or sending me photographs from their collections. The amount of photos that arrived was such that I apologize from now on for the large number of photos that I had to put aside, to restore them in a future still without a date \ud83d\ude41<\/p>\n\n\n\n<p>One of the common requests was if I could show the before and after of the process at the same time. So I decided to make this article with a tool that allows to visualize the change in an attractive way. <\/p>\n\n\n\n<h2>A colorization process with artificial intelligence<\/h2>\n\n\n\n<p>The process of <strong>colorization of photographs<\/strong> that I will show here was based on several techniques, one of the most important being the use of computer algorithms that uses what is called deep learning or deep learning. In a later article I will show details of this procedure. At the end of this article I show a video where the technique is used, in conjunction with digital editing tools such as Photoshop.<\/p>\n\n\n\n<h2>Guayaquil&#39;s past, with today&#39;s eyes<\/h2>\n\n\n\n<p>The photos that I will show are mostly from the city of Guayaquil, due to the proximity of the Bicentennial festivities that will take place in the city in the month of October, date for which I hope to have available a book where the best restoration work in high resolution. The originals are currently in the safekeeping of the INPC.<\/p>\n\n\n\n<p>Well, let&#39;s start with this beautiful photograph of the Guayaquil boardwalk, with the Olmedo steamer in the center. To observe the before and after, just move the bar (vertical white line) from left to right.<\/p>\n\n\n<div id=\"twenty20-1\" class=\"twenty20\" style=\"width: 100%; float: right; margin-left: 20px;\"><div class=\"twentytwenty-container twenty20-1 t20-hover\"><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/malecon_antes.jpg\" \/><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/malecon_despues.jpg\" \/><\/div><script>jQuery(window).on(\"load\", function(){jQuery(\".twentytwenty-container.twenty20-1[data-orientation!='vertical']\").twentytwenty({default_offset_pct: 0.5,move_slider_on_hover: true});jQuery(\".twenty20-1 .twentytwenty-before-label\").html(\"ANTES\");jQuery(\".twenty20-1 .twentytwenty-after-label\").html(\"DESPU\u00c9S\");});<\/script><\/div>\n\n\n\n<p>We continue with a spectacular scene by the Cuenca photographer Manuel Serrano. Anonymous characters.<\/p>\n\n\n<div id=\"twenty20-2\" class=\"twenty20\" style=\"width: 100%; float: right; margin-left: 20px;\"><div class=\"twentytwenty-container twenty20-2 t20-hover\"><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/serra_antes-768x562.jpg\" \/><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/serrano_despues-768x555.jpeg\" \/><\/div><script>jQuery(window).on(\"load\", function(){jQuery(\".twentytwenty-container.twenty20-2[data-orientation!='vertical']\").twentytwenty({default_offset_pct: 0.5,move_slider_on_hover: true});jQuery(\".twenty20-2 .twentytwenty-before-label\").html(\"ANTES\");jQuery(\".twenty20-2 .twentytwenty-after-label\").html(\"DESPU\u00c9S\");});<\/script><\/div>\n\n\n\n<p>I personally like the next photo quite a bit. The challenge was to repair a huge fracture in the glass plate of the original negative.<\/p>\n\n\n<div id=\"twenty20-3\" class=\"twenty20\" style=\"width: 100%; float: right; margin-left: 20px;\"><div class=\"twentytwenty-container twenty20-3 t20-hover\"><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/infatigable_antes-1.jpg\" \/><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/infatigable_despues.jpg\" \/><\/div><script>jQuery(window).on(\"load\", function(){jQuery(\".twentytwenty-container.twenty20-3[data-orientation!='vertical']\").twentytwenty({default_offset_pct: 0.5,move_slider_on_hover: true});jQuery(\".twenty20-3 .twentytwenty-before-label\").html(\"ANTES\");jQuery(\".twenty20-3 .twentytwenty-after-label\").html(\"DESPU\u00c9S\");});<\/script><\/div>\n\n\n\n<p>Many of the photographs that attracted me were those that showed the Guayaquil entrepreneurship of the 1920s, such as the following photo of the Max Muller &amp; C\u00eda stores, which ended up becoming what is currently the CONAUTO \/ ECUAQU\u00cdMICA group.<\/p>\n\n\n<div id=\"twenty20-4\" class=\"twenty20\" style=\"width: 100%; float: right; margin-left: 20px;\"><div class=\"twentytwenty-container twenty20-4 t20-hover\"><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/muller_antes.jpg\" \/><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/muller_despues.jpg\" \/><\/div><script>jQuery(window).on(\"load\", function(){jQuery(\".twentytwenty-container.twenty20-4[data-orientation!='vertical']\").twentytwenty({default_offset_pct: 0.5,move_slider_on_hover: true});jQuery(\".twenty20-4 .twentytwenty-before-label\").html(\"ANTES\");jQuery(\".twenty20-4 .twentytwenty-after-label\").html(\"DESPU\u00c9S\");});<\/script><\/div>\n\n\n\n<p>Below is a photo of the Lorenzo Tous warehouse in Guayaquil. It is one of my favorites, although it was necessary to work on the fracture that the glass plate had. It also gave me the opportunity to meet a descendant of Lorenzo Tous, who briefly told me the history of the family.<\/p>\n\n\n<div id=\"twenty20-5\" class=\"twenty20\" style=\"width: 100%; float: right; margin-left: 20px;\"><div class=\"twentytwenty-container twenty20-5 t20-hover\"><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/tous_antes.jpg\" \/><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/tous_despues.jpg\" \/><\/div><script>jQuery(window).on(\"load\", function(){jQuery(\".twentytwenty-container.twenty20-5[data-orientation!='vertical']\").twentytwenty({default_offset_pct: 0.5,move_slider_on_hover: true});jQuery(\".twenty20-5 .twentytwenty-before-label\").html(\"ANTES\");jQuery(\".twenty20-5 .twentytwenty-after-label\").html(\"DESPU\u00c9S\");});<\/script><\/div>\n\n\n\n<p>The following photograph corresponds to Dr. Jaramillo&#39;s pharmacy in Cuenca.<\/p>\n\n\n<div id=\"twenty20-6\" class=\"twenty20\" style=\"width: 100%; float: right; margin-left: 20px;\"><div class=\"twentytwenty-container twenty20-6 t20-hover\"><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/botica_central_jaramillo_cuenca-768x533.jpg\" \/><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/botica_central_jaramillo_cuenca_despues-768x533.jpg\" \/><\/div><script>jQuery(window).on(\"load\", function(){jQuery(\".twentytwenty-container.twenty20-6[data-orientation!='vertical']\").twentytwenty({default_offset_pct: 0.5,move_slider_on_hover: true});jQuery(\".twenty20-6 .twentytwenty-before-label\").html(\"ANTES\");jQuery(\".twenty20-6 .twentytwenty-after-label\").html(\"DESPU\u00c9S\");});<\/script><\/div>\n\n\n<div id=\"twenty20-7\" class=\"twenty20\" style=\"width: 100%; float: right; margin-left: 20px;\"><div class=\"twentytwenty-container twenty20-7 t20-hover\"><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/favorita_antes.jpg\" \/><img class=\"skip-lazy\" src=\"https:\/\/neomano.com\/wp-content\/uploads\/2020\/07\/favorita_despues.jpg\" \/><\/div><script>jQuery(window).on(\"load\", function(){jQuery(\".twentytwenty-container.twenty20-7[data-orientation!='vertical']\").twentytwenty({default_offset_pct: 0.5,move_slider_on_hover: true});jQuery(\".twenty20-7 .twentytwenty-before-label\").html(\"ANTES\");jQuery(\".twenty20-7 .twentytwenty-after-label\").html(\"DESPU\u00c9S\");});<\/script><\/div>\n\n\n\n<p>Finally I will leave you with a video that I made, a kind of micro PHOTO RESTORATION COURSE.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"How to restore and colorize old black and white photos, using Photoshop and Artificial Int.\" width=\"640\" height=\"480\" src=\"https:\/\/www.youtube.com\/embed\/BCwu8WXv6pA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>","protected":false},"excerpt":{"rendered":"<p>A few weeks ago I started posting OLD PHOTOGRAPHS on Twitter processed with artificial intelligence algorithms and additionally<\/p>","protected":false},"author":1,"featured_media":3111,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[56,60,62],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v16.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>El antes y el despu\u00e9s de una restauraci\u00f3n de fotograf\u00edas antiguas con inteligencia artificial y Photoshop - Neomano.com<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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Artificial","comment_count":"0","_links":{"self":[{"href":"http:\/\/neomano.com\/en\/wp-json\/wp\/v2\/posts\/639"}],"collection":[{"href":"http:\/\/neomano.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/neomano.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/neomano.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/neomano.com\/en\/wp-json\/wp\/v2\/comments?post=639"}],"version-history":[{"count":0,"href":"http:\/\/neomano.com\/en\/wp-json\/wp\/v2\/posts\/639\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/neomano.com\/en\/wp-json\/wp\/v2\/media\/3111"}],"wp:attachment":[{"href":"http:\/\/neomano.com\/en\/wp-json\/wp\/v2\/media?parent=639"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/neomano.com\/en\/wp-json\/wp\/v2\/categories?post=639"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/neomano.com\/en\/wp-json\/wp\/v2\/tags?post=639"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}