{"id":420,"date":"2015-10-25T12:29:43","date_gmt":"2015-10-25T12:29:43","guid":{"rendered":"http:\/\/nitishgulati.com\/blog\/?p=420"},"modified":"2015-10-25T16:28:50","modified_gmt":"2015-10-25T16:28:50","slug":"the-facial-conundrum-phase-1","status":"publish","type":"post","link":"https:\/\/nitishgulati.com\/blog\/the-facial-conundrum-phase-1\/","title":{"rendered":"The Facial Conundrum &#8211; Phase 1"},"content":{"rendered":"<h3 style=\"text-align: center;\">How it all Started?<\/h3>\n<p>Staying in 8 different cities, including 3 abroad, I have come across various facets of people. I was fortunate enough to\u00a0interact\u00a0with foreigners from different countries. I also observed various cultures across India, right from the North to the South.<\/p>\n<p>This experience truly\u00a0broadened my horizons when it came to understanding the diversification of the human race. It generated more and more queries in me\u00a0&#8211;<\/p>\n<blockquote><p>Why do people prefer a subset of facial features over others? If they do, then is the\u00a0definition of beauty even accurate?<\/p><\/blockquote>\n<p>The\u00a0likes of such questions kept meandering like small rivers across the landscape\u00a0of my mind.<\/p>\n<h3 style=\"text-align: center;\">The\u00a0Push to\u00a0Shove<\/h3>\n<p>The push came\u00a0when I came across a face. This particular face forced me to aggressively find out the answers.<\/p>\n<p>A\u00a0couple of weeks passed, as I grappled with the questions\u00a0in my mind. I tried to\u00a0clear\u00a0the chaos out and filter it down to a few questions.<\/p>\n<p>It led me to wonder &#8211;<\/p>\n<ol>\n<li>Why are people\u00a0attracted to this face?<\/li>\n<li>If they are\u00a0attracted to this face, then how\u00a0do\u00a0I prove that this is indeed an\u00a0attraction?<\/li>\n<li>Was this just a layer of physical allure\u00a0under the pretense of actual magnetism?<\/li>\n<li>Would there be a way to quantify and negate this reaction?<\/li>\n<li>If it&#8217;s based only on aesthetic beauty, then can I\u00a0draw conclusions to prove a\u00a0relation!\u00a0The relation would be between<\/li>\n<\/ol>\n<ul>\n<li>the beauty people saw\u00a0using their\u00a0eyes,<\/li>\n<li>the attraction that processed\u00a0through their\u00a0mind and,<\/li>\n<li>the emotions\u00a0they\u00a0felt through their\u00a0heart<\/li>\n<\/ul>\n<p>6. Could a formula\/algorithm be generated for it? Subsequently, can it be converted into a product based on images and the algorithms?<\/p>\n<p>As I explored further, the question\u00a0kept growing like a\u00a0climber plant against my mind.<\/p>\n<p>The final motivation to\u00a0get an\u00a0answer came\u00a0from a most unexpected source, that is, the subject itself!<\/p>\n<p>And this gave birth to this new case study, The Facial Conundrum.<\/p>\n<h3 style=\"text-align: center;\">The Path<\/h3>\n<p>A couple of occurrences guided\u00a0me to the approach I undertook\u00a0&#8211;<\/p>\n<ol>\n<li>A newly minted friend of mine mentioned Biotechnology as her\u00a0interest. This mention threw me\u00a0back\u00a0by almost 9 years to my school life in class 12th. In the quest to understand\u00a0the IT ecosystem and explore start ups, I had completely forgotten this aspect of mine! I remembered that I felt alive and excited when I studied that particular subject. That was because of the growing interest I had in it. I was also a school topper in it. I\u00a0was the\u00a0only one to have built the virtual simulation of a hardware equipment called the fermentor. I have never been a geek but my\u00a0interest towards the subject helped me in making big achievements.<\/li>\n<li>I had recently been involved in a\u00a0conversation with a senior product manager. Over coffee,\u00a0we ended up discussing\u00a0over the various elements of a particular problem he had come across. He challenged me to use geometry to solve that\u00a0generic\u00a0problem.\u00a0Now, I have never really been a fan of Maths. But, that discussion opened my mind to the beauty of maths and\u00a0geometry.<\/li>\n<\/ol>\n<p>In basic terminology,\u00a0Biotechnology is an amalgamation of Maths and Biology. When my friend mentioned this subject, I had a Eureka\u00a0moment as\u00a0I realized as to\u00a0why did I not think about it before!\u00a0Hence, I decided to return to this school interest of mine and in turn go through the basics of geometry.<\/p>\n<h3 style=\"text-align: center;\">The Theory<\/h3>\n<p style=\"text-align: center;\">I\u00a0began researching Biotechnology. It led me to theoretical biology. Which in turn led me to bio statistics. And this led me to\u00a0an equation called the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Golden_ratio\" target=\"_blank\">golden ratio<\/a>. It&#8217;s been stated that the likes of <a href=\"https:\/\/en.wikipedia.org\/wiki\/Leonardo_da_Vinci\" target=\"_blank\">Leonardo da Vinci<\/a> used this ratio to build masterpieces.<\/p>\n<p style=\"text-align: center;\">It has been a subject of huge contention between\u00a0scientists. But, I found the concept interesting enough to at least start my exploration.<\/p>\n<h3 style=\"text-align: center;\">The Subject<\/h3>\n<p>As a product guy,\u00a0a part of my job is to simplify decision making with few resources at\u00a0hand.\u00a0That entails utilizing data as well. But, the data could be limited or there could be no data at all!<\/p>\n<p>I faced the classic case of utilizing my instinct\u00a0and analytical brain with limited access to the\u00a0subject.<\/p>\n<h3 style=\"text-align: center;\">The Control<\/h3>\n<p>I will be using my own face as\u00a0the control for this study.<\/p>\n<p>Before a techie, I deem myself\u00a0as an artist.\u00a0In order to visualize and build things, an artist can get inspired from the simplest of things in mother nature. Or can take motivation from random strangers in the world.<\/p>\n<p>The famous Indian\u00a0painter, Mr. <a href=\"http:\/\/www.mfhussain.com\" target=\"_blank\">M. F. Hussain<\/a>, was supposed to have considered the successful actress\u00a0<a href=\"http:\/\/www.madhuridixit-nene.com\" target=\"_blank\">Madhuri Dixit<\/a>, as his muse.<\/p>\n<p>In similar fashion, I had my own muse for this particular\u00a0case study.\u00a0The face that made me ask such questions, belonged to my above mentioned friend.<\/p>\n<style id=\"bwg-style-0\">      #bwg_container1_0 #bwg_container2_0 .image_browser_images_conteiner_0 * {        -moz-box-sizing: border-box;        box-sizing: border-box;      }      #bwg_container1_0 #bwg_container2_0 .image_browser_images_conteiner_0{\t\tbackground-color: rgba(245, 245, 245, 0.90);\t\ttext-align: center;\t\twidth: 100%;\t\tborder-style: none;\t\tborder-width: 2px;\t\tborder-color: #F7F7F7;\t\tpadding: 4px;\t\tborder-radius: 0;\t\tposition:relative;      }      #bwg_container1_0 #bwg_container2_0 .image_browser_images_0 {\t\tdisplay: inline-block;\t\t-moz-box-sizing: border-box;\t\tbox-sizing: border-box;\t\tfont-size: 0;\t\ttext-align: center;\t\tmax-width: 100%;\t\twidth: 100%;      }      #bwg_container1_0 #bwg_container2_0 .image_browser_image_buttons_conteiner_0 {\t\ttext-align: center;      }      #bwg_container1_0 #bwg_container2_0 .image_browser_image_buttons_0 {\t\tdisplay: inline-block;\t\twidth:100%;      }      #bwg_container1_0 #bwg_container2_0 .bwg_image_browser_image_0 {        background-color: rgba(235, 235, 235, 0.80);\t\ttext-align: center;\t\tdisplay: inline-block;\t\tvertical-align: middle;\t\tmargin: 2px auto;\t\tpadding: 4px;\t\tborder-radius: 0;\t\tborder: 1px none #F5F5F5;\t\tbox-shadow: ;\t\tmax-width: 800px;\t\twidth: 100%;\t\t\/*z-index: 100;*\/\t\tposition: relative;      }      #bwg_container1_0 #bwg_container2_0 .bwg_image_alt_0{\t\tdisplay: table;\t\twidth: 100%;\t\tfont-size: 15px;\t\tfont-family: segoe ui;\t\tcolor: #000000;\t\ttext-align:center;\t\tpadding-left: 8px;        word-break: break-word;      }      #bwg_container1_0 #bwg_container2_0 .bwg_image_browser_img_0 {        padding: 0 !important;\t\tmax-width: 100% !important;\t\theight: inherit !important;\t\twidth: 100%;      }      @media only screen and (max-width : 320px) {\t\t#bwg_container1_0 #bwg_container2_0 .displaying-num_0 {\t\t  display: none;\t\t}\t\t#bwg_container1_0 #bwg_container2_0 .bwg_image_alt_0 {\t\t  font-size: 10px !important;\t\t}\t\t#bwg_container1_0 #bwg_container2_0 .bwg_watermark_text_0,\t\t#bwg_container1_0 #bwg_container2_0 .bwg_watermark_text_0:hover {\t\t  font-size: 10px !important;\t\t  text-decoration: none;\t\t  margin: 4px;\t\t  font-family: Arial;\t\t  color: #FFFFFF !important;\t\t  opacity: 0.30;\t\t  text-decoration: none;\t\t  position: relative;\t\t  z-index: 10141;\t\t}\t\t#bwg_container1_0 #bwg_container2_0 .bwg_image_browser_image_description_0 {\t\t  color: #000000;\t\t  display: table;\t\t  width: 100%;\t\t  text-align: left;\t\t  font-size: 8px !important;\t\t  font-family: segoe ui;\t\t  padding: 8px 8px 8px 8px;\t\t  \/*word-break: break-all;*\/\t\t  border-style: none;\t\t  background-color: #EBEBEB;\t\t  border-radius: 0;\t\t  border-width: 1px;\t\t}\t\t#bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 a {\t\t  font-size: 10px !important;\t\t}      }      #bwg_container1_0 #bwg_container2_0 .bwg_image_browser_image_desp_0 {\t\t\t\tdisplay: table;\t\t\t\tclear: both;\t\t\t\ttext-align: center;        padding: 0px 5px 0px 5px;\t\t\t\twidth: 100%;      }      #bwg_container1_0 #bwg_container2_0 .bwg_image_browser_image_description_0 {        color: #000000;\t\tdisplay: table;\t\twidth: 100%;\t\ttext-align: left;\t\tfont-size: 15px;\t\tfont-family: segoe ui;\t\tpadding: 8px 8px 8px 8px;\t\tword-break: break-word;\t\tborder-style: none;\t\tbackground-color: #EBEBEB;\t\tborder-radius: 0;\t\tborder-width: 1px;      }      #bwg_container1_0 #bwg_container2_0 .bwg_image_browser_image_alt_0 {      \tdisplay:table;        clear: both;        text-align: center;        padding: 8px;        width: 100%;      }      \/*watermark*\/      #bwg_container1_0 #bwg_container2_0 .bwg_watermark_text_0,      #bwg_container1_0 #bwg_container2_0 .bwg_watermark_text_0:hover {        text-decoration: none;        margin: 4px;        font-size: 12px;        font-family: Arial;        color: #FFFFFF !important;        opacity: 0.30;        position: relative;        z-index: 10141;      }      #bwg_container1_0 #bwg_container2_0 .bwg_image_browser_image_contain_0{        position: absolute;        text-align: center;        vertical-align: middle;        width: 100%;        height: 100%;        cursor: pointer;      }      #bwg_container1_0 #bwg_container2_0 .bwg_image_browser_watermark_contain_0{        display: table;        vertical-align: middle;        width: 100%;        height: 100%;      }\t       #bwg_container1_0 #bwg_container2_0 .bwg_image_browser_watermark_cont_0{        display: table-cell;        text-align: ;        position: relative;        vertical-align: ;      }      #bwg_container1_0 #bwg_container2_0 .bwg_image_browser_watermark_0{\t\tdisplay: inline-block;\t\toverflow: hidden;\t\tposition: relative;\t\tvertical-align: middle;\t\tz-index: 10140;\t\twidth: 90px;\t\tmax-width: 11.25%;\t\tmargin: 10px 10px 10px 10px ;      }      #bwg_container1_0 #bwg_container2_0 .bwg_image_browser_watermark_text_0{        display: inline-block;\t\toverflow: hidden;\t\tposition: relative;\t\tvertical-align: middle;\t\tz-index: 10140;\t\tmargin: 10px 10px 10px 10px;      }      #bwg_container1_0 #bwg_container2_0 .bwg_image_browser_watermark_img_0{        max-width: 100%;        opacity: 0.30;        position: relative;        z-index: 10141;      }      #bwg_container1_0 #bwg_container2_0 .bwg_none_selectable {        -webkit-touch-callout: none;        -webkit-user-select: none;        -khtml-user-select: none;        -moz-user-select: none;        -ms-user-select: none;        user-select: none;       ecoration: none;    }    #bwg_container1_0 #bwg_container2_0 .bwg_gal_title_0 {      background-color: rgba(0, 0, 0, 0);      color: #323A45;      display: block;      font-family: Ubuntu;      font-size: 16px;      font-weight: bold;      padding: 2px;      text-shadow: 0px 0px 0px #888888;      text-align: center;    }    <\/style>    <div id=\"bwg_container1_0\"         class=\"bwg_container bwg_thumbnail bwg_image_browser \"         data-right-click-protection=\"0\"         data-bwg=\"0\"         data-scroll=\"0\"         data-gallery-type=\"image_browser\"         data-gallery-view-type=\"image_browser\"         data-current-url=\"https:\/\/nitishgulati.com\/blog\/wp-json\/wp\/v2\/posts\/420\"         data-lightbox-url=\"https:\/\/nitishgulati.com\/blog\/wp-admin\/admin-ajax.php?action=GalleryBox&#038;current_view=0&#038;gallery_id=11&#038;tag=0&#038;theme_id=1&#038;shortcode_id=12&#038;sort_by=order&#038;order_by=asc&#038;current_url=https%3A%2F%2Fnitishgulati.com%2Fblog%2Fwp-json%2Fwp%2Fv2%2Fposts%2F420\"         data-gallery-id=\"11\"         data-popup-width=\"800\"         data-popup-height=\"400\"         data-is-album=\"gallery\"         data-buttons-position=\"bottom\">      <div id=\"bwg_container2_0\">             <div id=\"ajax_loading_0\" class=\"bwg_loading_div_1\">      <div class=\"bwg_loading_div_2\">        <div class=\"bwg_loading_div_3\">          <div id=\"loading_div_0\" class=\"bwg_spider_ajax_loading\">          <\/div>        <\/div>      <\/div>    <\/div>            <form id=\"gal_front_form_0\"              class=\"bwg-hidden\"              method=\"post\"              action=\"#\"              data-current=\"0\"              data-shortcode-id=\"12\"              data-gallery-type=\"image_browser\"              data-gallery-id=\"11\"              data-tag=\"0\"              data-album-id=\"0\"              data-theme-id=\"1\"              data-ajax-url=\"https:\/\/nitishgulati.com\/blog\/wp-admin\/admin-ajax.php?action=bwg_frontend_data\">          <div id=\"bwg_container3_0\" class=\"bwg-background bwg-background-0\">            \t  <div id=\"bwg_image_browser_0\" class=\"image_browser_images_conteiner_0 bwg-image_browser-images-wrapper bwg-container\"         data-params='{&quot;is_pro&quot;:false,&quot;image_right_click&quot;:&quot;0&quot;,&quot;gallery_id&quot;:&quot;11&quot;}'         data-bwg=\"0\"         data-lightbox-url=\"https:\/\/nitishgulati.com\/blog\/wp-admin\/admin-ajax.php?action=GalleryBox&#038;current_view=0&#038;gallery_id=11&#038;tag=0&#038;theme_id=1&#038;shortcode_id=12&#038;sort_by=order&#038;order_by=asc&#038;current_url=https%3A%2F%2Fnitishgulati.com%2Fblog%2Fwp-json%2Fwp%2Fv2%2Fposts%2F420\">      <div class=\"image_browser_images_0\">                  <div class=\"image_browser_image_buttons_conteiner_0\">            <div class=\"image_browser_image_buttons_0\">                              <div class=\"bwg_image_browser_image_alt_0\">                  <div class=\"bwg_image_alt_0\" id=\"alt44\">                    The Control                  <\/div>                <\/div>                              <div class=\"bwg_image_browser_image_0\">                                  <a style=\"position:relative;\" class=\"bwg-a\" >                    <img class=\"skip-lazy bwg-item0 bwg_image_browser_img bwg_image_browser_img_0 \"                         src=\"https:\/\/nitishgulati.com\/blog\/wp-content\/uploads\/photo-gallery\/Control2.png\"                         data-src=\"https:\/\/nitishgulati.com\/blog\/wp-content\/uploads\/photo-gallery\/Control2.png\"                         alt=\"The Control\"                         title=\"The Control\" \/>                  <\/a>                                <\/div>                          <\/div>          <\/div>                <\/div>    <\/div>    <style>      \/*pagination styles*\/      #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 {\t\t\t\ttext-align: center;\t\t\t\tfont-size: 12px;\t\t\t\tfont-family: segoe ui;\t\t\t\tfont-weight: bold;\t\t\t\tcolor: #666666;\t\t\t\tmargin: 6px 0 4px;\t\t\t\tdisplay: block;      }      @media only screen and (max-width : 320px) {      #bwg_container1_0 #bwg_container2_0 .displaying-num_0 {     \t display: none;      }      }      #bwg_container1_0 #bwg_container2_0 .displaying-num_0 {\t\t\t\tfont-size: 12px;\t\t\t\tfont-family: segoe ui;\t\t\t\tfont-weight: bold;\t\t\t\tcolor: #666666;\t\t\t\tmargin-right: 10px;\t\t\t\tvertical-align: middle;      }      #bwg_container1_0 #bwg_container2_0 .paging-input_0 {\t\t\t\tfont-size: 12px;\t\t\t\tfont-family: segoe ui;\t\t\t\tfont-weight: bold;\t\t\t\tcolor: #666666;\t\t\t\tvertical-align: middle;      }      #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 a.disabled,      #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 a.disabled:hover,      #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 a.disabled:focus,\t\t\t#bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 input.bwg_current_page {\t\t\t\tcursor: default;\t\t\t\tcolor: rgba(102, 102, 102, 0.5);      }      #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 a,      #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 input.bwg_current_page {\t\t\t\tcursor: pointer;\t\t\t\ttext-align: center;\t\t\t\tfont-size: 12px;\t\t\t\tfont-family: segoe ui;\t\t\t\tfont-weight: bold;\t\t\t\tcolor: #666666;\t\t\t\ttext-decoration: none;\t\t\t\tpadding: 3px 6px;\t\t\t\tmargin: 0;\t\t\t\tborder-radius: 0;\t\t\t\tborder-style: solid;\t\t\t\tborder-width: 1px;\t\t\t\tborder-color: #E3E3E3;\t\t\t\t\t\t\t\tbackground-color: rgba(255, 255, 255, 1.00);\t\t\t\tbox-shadow: 0;\t\t\t\ttransition: all 0.3s ease 0s;-webkit-transition: all 0.3s ease 0s;      }            #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 a.next-page:hover,      #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 a.prev-page:hover {        color: #000000;      }      #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 .first-page,      #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 .last-page {        padding: 0% 7%;      }      #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 .next-page {        margin: 0% 4% 0% 0%;      }      #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 .prev-page {        margin: 0% 0% 0% 4%;      }      #bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 a {        font-size: 15px !important;        padding: 0% 7% !important;        border-style: none !important;        border-width: 1px;        border-color: #E3E3E3;        background-color: #FFFFFF;        opacity: 1.00;        transition: all 0.3s ease 0s;-webkit-transition: all 0.3s ease 0s;      }      .bwg_image_browser#bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 a {         padding: 0% 11% !important;      }\t\t\t#bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 {        background-color: rgba(245, 245, 245, 0.90);        margin-top: 0;      }      .bwg_image_browser  .pagination-links_0 {        white-space: nowrap;      }      @media screen and (max-width: 465px) {        .bwg_image_browser#bwg_container1_0 #bwg_container2_0 .tablenav-pages_0 a {          padding: 0% 5% !important;          font-size: 13px;        }      }      <\/style>      <span class=\"bwg_nav_cont_0\">              <div class=\"tablenav-pages_0\">                  <\/div>                <input type=\"hidden\" id=\"page_number_0\" name=\"page_number_0\" value=\"1\" \/>      <script type=\"text\/javascript\">        if( jQuery('.bwg_nav_cont_0').length > 1 ) {          jQuery('.bwg_nav_cont_0').first().remove()        }        function spider_page_0(cur, x, y, load_more) {          if (typeof load_more == \"undefined\") {            var load_more = false;          }          if (jQuery(cur).hasClass('disabled')) {            return false;          }          var items_county_0 = 1;          switch (y) {            case 1:              if (x >= items_county_0) {                document.getElementById('page_number_0').value = items_county_0;              }              else {                document.getElementById('page_number_0').value = x + 1;              }              break;            case 2:              document.getElementById('page_number_0').value = items_county_0;              break;            case -1:              if (x == 1) {                document.getElementById('page_number_0').value = 1;              }              else {                document.getElementById('page_number_0').value = x - 1;              }              break;            case -2:              document.getElementById('page_number_0').value = 1;              break;\t\t\t\t\t\tcase 0:              document.getElementById('page_number_0').value = x;              break;            default:              document.getElementById('page_number_0').value = 1;          }          bwg_ajax('gal_front_form_0', '0', 'bwg_image_browser_0', '0', '', 'gallery', 0, '', '', load_more, '', 1);        }                    jQuery('.first-page-0').on('click', function () {              spider_page_0(this, 1, -2, 'numeric');              return false;            });            jQuery('.prev-page-0').on('click', function () {              spider_page_0(this, 1, -1, 'numeric');              return false;            });            jQuery('.next-page-0').on('click', function () {              spider_page_0(this, 1, 1, 'numeric');              return false;            });            jQuery('.last-page-0').on('click', function () {              spider_page_0(this, 1, 2, 'numeric');              return false;            });        \t\t\t\t\/* Change page on input enter. *\/        function bwg_change_page_0( e, that ) {          if (  e.key == 'Enter' ) {            var to_page = parseInt(jQuery(that).val());            var pages_count = jQuery(that).parents(\".pagination-links\").data(\"pages-count\");            var current_url_param = jQuery(that).attr('data-url-info');            if (to_page > pages_count) {              to_page = 1;            }\t \t\t\t\t\t\t\t\t\t\t\t\tspider_page_0(this, to_page, 0, 'numeric');\t\t\t\t\t\t\treturn false;\t\t\t\t\t\t          }          return true;        }        jQuery('.bwg_load_btn_0').on('click', function () {            spider_page_0(this, 1, 1, true);            return false;        });      <\/script>      <\/span>                <\/div>        <\/form>              <\/div>    <\/div>    <script>      if (document.readyState === 'complete') {        if( typeof bwg_main_ready == 'function' ) {          if ( jQuery(\"#bwg_container1_0\").height() ) {            bwg_main_ready(jQuery(\"#bwg_container1_0\"));          }        }      } else {        document.addEventListener('DOMContentLoaded', function() {          if( typeof bwg_main_ready == 'function' ) {            if ( jQuery(\"#bwg_container1_0\").height() ) {             bwg_main_ready(jQuery(\"#bwg_container1_0\"));            }          }        });      }    <\/script>    \n<h3 style=\"text-align: center;\">The\u00a0Picture<\/h3>\n<p>The control&#8217;s picture had to match the subject&#8217;s available picture.\u00a0The match was based on the following criterion &#8211;<\/p>\n<ol>\n<li>Zoom level<\/li>\n<li>Tilt angle of head<\/li>\n<li>Similarity in expression<\/li>\n<\/ol>\n<h3 style=\"text-align: center;\">The Implementation<\/h3>\n<p><strong>\u00a0Step 1 &#8211;<\/strong> Measure the length and width of the face. Then, divide the length by the width.<\/p>\n<p>Subject &#8211; Length = \u00a03 CM,\u00a0Width = 1.5 CM,\u00a0Ratio = 1.5<\/p>\n<p>Control &#8211;\u00a0Length = \u00a022 CM,\u00a0Width = 12.5 CM,\u00a0Ratio = 1.76<\/p>\n<p><span style=\"text-decoration: underline;\">Factor<\/span> &#8211; Scaling factor of 8 has been considered between the picture and the actual face.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Step 2 &#8211;<\/strong> Measure three segments of the face &#8211;<\/p>\n<p><span style=\"text-decoration: underline;\">Subject <\/span><\/p>\n<p>From the forehead hairline to a spot between the eyes = 1 CM<\/p>\n<p>From between the eyes to the bottom of the nose = 1 CM<\/p>\n<p>From the bottom of the nose to the bottom of the chin = 1 CM<\/p>\n<p><span style=\"text-decoration: underline;\">Control<\/span><\/p>\n<p>From the forehead hairline to a spot between the eyes = 6.5 CM<\/p>\n<p>From between the eyes to the bottom of the nose = 3.5 CM<\/p>\n<p>From the bottom of the nose to the bottom of the chin = 7.3 CM<\/p>\n<p><span style=\"text-decoration: underline;\">Factor<\/span> &#8211; Scaling factor of approx 7 has been considered between the picture and the actual face.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Step 3 &#8211;<\/strong>\u00a0 Measure symmetry and proportion<\/p>\n<p><span style=\"text-decoration: underline;\">Subject<\/span><\/p>\n<p>Length of an ear is equal to the length the nose = 0.8 CM each<\/p>\n<p>Width of an eye is equal to the distance between the eyes = 0.5 CM each<\/p>\n<p><span style=\"text-decoration: underline;\">Control<\/span><\/p>\n<p>Length of an ear is equal to the length the nose = 5\u00a0CM each<\/p>\n<p>Width of an eye is equal to the distance between the eyes = 5\u00a0CM each<\/p>\n<p><span style=\"text-decoration: underline;\">Factor<\/span> &#8211; Scaling factor of 5 has been considered between the picture and the actual face.<\/p>\n<h3 style=\"text-align: center;\">\u00a0Conclusion<\/h3>\n<p>This study requires subsequent growth phases. It requires<\/p>\n<ul>\n<li>heavy additional work on averaging the above calculations.<\/li>\n<li>a\u00a0deep\u00a0dive into\u00a0the concept behind golden ratio formula and it&#8217;s implementation.<\/li>\n<\/ul>\n<p><span style=\"text-decoration: underline;\">The Product<\/span><\/p>\n<p>Once greater clarity is achieved on the\u00a0concept, a product roadmap can be mapped out to build a well functioning app out of this.<\/p>\n<p><span style=\"text-decoration: underline;\">The Questions<\/span><\/p>\n<p>None the less,\u00a0\u00a0I can still try to answer a couple of the\u00a0above mentioned\u00a0questions.<\/p>\n<p style=\"text-align: justify;\"><em>1. Why are people\u00a0attracted to this face?<\/em><\/p>\n<p style=\"text-align: justify;\"><em>2.\u00a0<\/em><em>If they are\u00a0attracted to it, then how\u00a0do\u00a0I prove that this is indeed an\u00a0attraction?<\/em><\/p>\n<p>The subject&#8217;s face does seem to match the golden ratio closely. But, this is just a bare basic calculation.<\/p>\n<p>In terms of symmetry, the subject&#8217;s face\u00a0has almost equivalent\u00a0numbers. It\u00a0satisfies this equation as well.<\/p>\n<p>Hence, the aforementioned attraction.<\/p>\n<p><em>3. Was this just a layer of physical allure\u00a0under the pretense of actual magnetism?<\/em><\/p>\n<p>Probably yes. But new metrics will be required\u00a0to differentiate between infatuation\u00a0and affection.<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>*Note<\/strong><\/span><\/p>\n<p>1. The identity\u00a0of the subject has been withheld\u00a0in order to protect their privacy.<\/p>\n<p>2. The above study in no way discriminates between people on the basis of looks or aesthetics. It is\u00a0the author&#8217;s private opinion. Any reactions to this article are subjective based on the readers mindset and experiences.<\/p>\n<p>3. The author reserves the right to\u00a0publish his opinions as the owner of\u00a0this domain and platform.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>How it all Started? Staying in 8 different cities, including 3 abroad, I have come across various facets of people. I was fortunate enough to\u00a0interact\u00a0with foreigners from different countries. I also observed various cultures across India, right from the North to the South. This experience truly\u00a0broadened my horizons when it came to understanding the diversification &hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[15,8],"tags":[],"featured_image_src":null,"featured_image_src_square":null,"author_info":{"display_name":"Nitish Gulati","author_link":"https:\/\/nitishgulati.com\/blog\/author\/nitishgulati\/"},"_links":{"self":[{"href":"https:\/\/nitishgulati.com\/blog\/wp-json\/wp\/v2\/posts\/420"}],"collection":[{"href":"https:\/\/nitishgulati.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nitishgulati.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nitishgulati.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nitishgulati.com\/blog\/wp-json\/wp\/v2\/comments?post=420"}],"version-history":[{"count":48,"href":"https:\/\/nitishgulati.com\/blog\/wp-json\/wp\/v2\/posts\/420\/revisions"}],"predecessor-version":[{"id":468,"href":"https:\/\/nitishgulati.com\/blog\/wp-json\/wp\/v2\/posts\/420\/revisions\/468"}],"wp:attachment":[{"href":"https:\/\/nitishgulati.com\/blog\/wp-json\/wp\/v2\/media?parent=420"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nitishgulati.com\/blog\/wp-json\/wp\/v2\/categories?post=420"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nitishgulati.com\/blog\/wp-json\/wp\/v2\/tags?post=420"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}