{"id":5844,"date":"2023-03-14T13:02:42","date_gmt":"2023-03-14T04:02:42","guid":{"rendered":"https:\/\/open.datumo.com\/en\/?page_id=5844"},"modified":"2026-02-13T10:02:49","modified_gmt":"2026-02-13T01:02:49","slug":"datasets-crosswalk-and-currency","status":"publish","type":"page","link":"https:\/\/open.datumo.com\/en\/?page_id=5844","title":{"rendered":"Datasets for crosswalks and currency"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"5844\" class=\"elementor elementor-5844\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-34684a3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"34684a3\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-ad76a22\" data-id=\"ad76a22\" data-element_type=\"column\" data-e-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-0191053 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0191053\" data-element_type=\"section\" data-e-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-inner-column elementor-element elementor-element-4c37a5c\" data-id=\"4c37a5c\" data-element_type=\"column\" data-e-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-86e84b9 elementor-widget elementor-widget-pix-sliding-text\" data-id=\"86e84b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-sliding-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"sliding-text-57479765\" class=\"mb-3 text-left \"><div class=\"d-inline-block\" style=\"max-width:800px;\"><h2 class=\"mb-32 pix-sliding-headline-2 animate-in font-weight-bold body-font display-4 \" data-anim-type=\"pix-sliding-text\" pix-anim-delay=\"500\" data-class=\"body-font text-white\" style=\"\"><span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 0ms;\">Datasets&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 50ms;\">for&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 100ms;\">crosswalks&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 150ms;\">and&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 200ms;\">currency&#32;<\/span><\/span> <\/h2><\/div><\/div>\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 class=\"elementor-element elementor-element-569d9d3 elementor-widget elementor-widget-pix-sliding-text\" data-id=\"569d9d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-sliding-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"sliding-text-129057198\" class=\"mb-3 text-left \"><p class=\"mb-32 pix-sliding-headline-2 animate-in font-weight-bold body-font \" data-anim-type=\"pix-sliding-text\" pix-anim-delay=\"500\" data-class=\"body-font text-white\" style=\"\"><span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 0ms;\">Wesee&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 150ms;\">focuses&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 300ms;\">on&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 450ms;\">AI&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 600ms;\">algorithm&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 750ms;\">development&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 900ms;\">based&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 1050ms;\">on&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 1200ms;\">video&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-white\" style=\"transition-delay: 1350ms;\">recognition.&#32;<\/span><\/span> <\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-acaa36f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"acaa36f\" data-element_type=\"section\" data-e-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-inner-column elementor-element elementor-element-fe84720\" data-id=\"fe84720\" data-element_type=\"column\" data-e-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-d74b790 elementor-widget__width-auto elementor-widget elementor-widget-pix-button\" data-id=\"d74b790\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a  href=\"https:\/\/tally.so\/r\/waX4Xq\" class=\"btn m-0     shadow shadow-hover text-heading-default btn-secondary d-inline-block     btn-rounded animate-in btn-normal\" target=\"_blank\" rel=\"noopener\"  data-anim-type=\"fade-in-left\" data-anim-delay=\"300\" ><span class=\"font-weight-bold \" >Download Datasets<\/span><\/a>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a9d74a elementor-widget__width-auto elementor-widget elementor-widget-pix-button\" data-id=\"7a9d74a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a  href=\"https:\/\/datumo.com\/en\/\" class=\"btn m-0     shadow shadow-hover text-heading-default btn-white d-inline-block     btn-rounded animate-in btn-normal\" target=\"_blank\" rel=\"noopener\"  data-anim-type=\"fade-in-left\" data-anim-delay=\"400\" ><span class=\"font-weight-bold \" >Learn about Datumo<\/span><\/a>\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-4e157afd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e157afd\" data-element_type=\"section\" data-e-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-63a5b846\" data-id=\"63a5b846\" data-element_type=\"column\" data-e-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-3f698953 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3f698953\" data-element_type=\"section\" data-e-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-33 elementor-inner-column elementor-element elementor-element-2b60b351\" data-id=\"2b60b351\" data-element_type=\"column\" data-e-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-5965ab2c elementor-widget elementor-widget-pix-heading\" data-id=\"5965ab2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div  class=\"pix-heading-el text-left \"><div><div class=\"slide-in-container\"><h6 class=\"text-black font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"\">TAGS<\/h6><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58970d75 elementor-widget__width-auto elementor-invisible elementor-widget elementor-widget-pix-badge\" data-id=\"58970d75\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-badge.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"pix-badge-element d-inline-block mr-1 animate-in\" data-anim-type=\"fade-in-up\" data-anim-delay=\"300\"><span class=\"badge font-weight-bold secondary-font badge-pill bg-gray-4   \" style=\" \"><span class=\"text-black\" style=\"\">Currency<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9322a1 elementor-widget__width-auto elementor-invisible elementor-widget elementor-widget-pix-badge\" data-id=\"b9322a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-badge.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"pix-badge-element d-inline-block mr-1 animate-in\" data-anim-type=\"fade-in-up\" data-anim-delay=\"300\"><span class=\"badge font-weight-bold secondary-font badge-pill bg-gray-4   \" style=\" \"><span class=\"text-black\" style=\"\">Crossroad<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2880ced3 elementor-widget__width-auto elementor-invisible elementor-widget elementor-widget-pix-badge\" data-id=\"2880ced3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-badge.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"pix-badge-element d-inline-block mr-1 animate-in\" data-anim-type=\"fade-in-up\" data-anim-delay=\"300\"><span class=\"badge font-weight-bold secondary-font badge-pill bg-gray-4   \" style=\" \"><span class=\"text-black\" style=\"\">Image<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6239fd56 elementor-widget__width-auto elementor-invisible elementor-widget elementor-widget-pix-badge\" data-id=\"6239fd56\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-badge.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"pix-badge-element d-inline-block mr-1 animate-in\" data-anim-type=\"fade-in-up\" data-anim-delay=\"300\"><span class=\"badge font-weight-bold secondary-font badge-pill bg-gray-4   \" style=\" \"><span class=\"text-black\" style=\"\">Traffic information<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0aaebc8 elementor-widget__width-auto elementor-invisible elementor-widget elementor-widget-pix-badge\" data-id=\"0aaebc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-badge.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"pix-badge-element d-inline-block mr-1 animate-in\" data-anim-type=\"fade-in-up\" data-anim-delay=\"300\"><span class=\"badge font-weight-bold secondary-font badge-pill bg-gray-4   \" style=\" \"><span class=\"text-black\" style=\"\">Visul impairment<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a1994b elementor-widget__width-auto elementor-invisible elementor-widget elementor-widget-pix-badge\" data-id=\"6a1994b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-badge.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"pix-badge-element d-inline-block mr-1 animate-in\" data-anim-type=\"fade-in-up\" data-anim-delay=\"300\"><span class=\"badge font-weight-bold secondary-font badge-pill bg-gray-4   \" style=\" \"><span class=\"text-black\" style=\"\">Assistive technology<\/span><\/span><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2dfbfc5 elementor-widget__width-auto elementor-invisible elementor-widget elementor-widget-pix-badge\" data-id=\"2dfbfc5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-badge.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"pix-badge-element d-inline-block mr-1 animate-in\" data-anim-type=\"fade-in-up\" data-anim-delay=\"300\"><span class=\"badge font-weight-bold secondary-font badge-pill bg-gray-4   \" style=\" \"><span class=\"text-black\" style=\"\">Bounding Box<\/span><\/span><\/h6>\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-66 elementor-inner-column elementor-element elementor-element-25745df6\" data-id=\"25745df6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"pix-base-transition animate-in elementor-section elementor-inner-section elementor-element elementor-element-6280b0f8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-anim-type=\"fade-in-up\" data-anim-delay=\"0\" data-id=\"6280b0f8\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-inner-column elementor-element elementor-element-2a2f10bd\" data-id=\"2a2f10bd\" data-element_type=\"column\" data-e-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-b57bb2e elementor-widget elementor-widget-pix-heading\" data-id=\"b57bb2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div  class=\"pix-heading-el text-left \"><div><div class=\"slide-in-container\"><h5 class=\"text-black font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"\">Information delivery for the visually impaired<\/h5><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1de9adee elementor-widget elementor-widget-pix-text\" data-id=\"1de9adee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><p>- Provision of service delivering traffic information for pedestrians with low vision or other disabilities.<br \/>- Development of service classifying notes and coins for people with low or impaired vision.<\/p><\/p><\/div>\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\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-23272f9f elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"23272f9f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\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-1f636986\" data-id=\"1f636986\" data-element_type=\"column\" data-e-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-205154c9 elementor-widget elementor-widget-pix-heading\" data-id=\"205154c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div  class=\"pix-heading-el text-left \"><div><div class=\"slide-in-container\"><h6 class=\"text-black font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"\">About<\/h6><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e53fb98 elementor-widget elementor-widget-pix-sliding-text\" data-id=\"5e53fb98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-sliding-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"sliding-text-53655749\" class=\"mb-3 text-left \"><h3 class=\"mb-32 pix-sliding-headline-2 animate-in font-weight-bold body-font \" data-anim-type=\"pix-sliding-text\" pix-anim-delay=\"500\" data-class=\"body-font text-heading-default\" style=\"\"><span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 0ms;\">Technology&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 50ms;\">for&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 100ms;\">the&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 150ms;\">marginalized&#32;<\/span><\/span> <\/h3><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-42a0b2d1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"42a0b2d1\" data-element_type=\"section\" data-e-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-33 elementor-inner-column elementor-element elementor-element-535e206c\" data-id=\"535e206c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-975a185\" data-id=\"975a185\" data-element_type=\"column\" data-e-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-421e4a08 elementor-widget elementor-widget-pix-img\" data-id=\"421e4a08\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-img.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"d-inline-block \" ><div class=\"pix-img-el    left d-inline-block  w-100 rounded-lg\"  ><img decoding=\"async\" class=\"card-img2 pix-img-elem rounded-lg  h-1002\" style=\"height:auto;\" width=\"376\" height=\"42\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/datumowesee.webp 376w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/datumowesee-300x34.webp 300w\" sizes=\"(max-width: 376px) 100vw, 376px\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/datumowesee.webp\" alt=\"\" \/><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f667f59 elementor-widget elementor-widget-pix-text\" data-id=\"6f667f59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><div class=\"indexstyle__SecondDescriptionWrapper-sc-wbfshb-0 eahIlO\"><div class=\"indexstyle__SecondDescriptionWrapper-sc-1koi949-0 iPbHVk\"><p class=\"indexstyle__SecondDescription-sc-1koi949-1 fvOrxp\">Datumo provides high quality data for smarter AI. As part of Datumo's Data Sponsorship Program, Datumo cooperated with wesee in building the following dataset.<br \/><br \/>Under the motto of building \u201ctechnology for the marginalized 90 percent of population\u201d, Wesee focuses on AI algorithm development based on video recognition. We are developing a traffic navigation system(Edge AI camera) that recognizes and predicts the traffic flow and open parking spaces, as part of the Smart City business for the visually impaired. Other projects for the visually impaired are ongoing and the details could be found below.<\/p><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d4d41bf elementor-widget elementor-widget-spacer\" data-id=\"5d4d41bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44a4a37 elementor-widget elementor-widget-pix-heading\" data-id=\"44a4a37\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div  class=\"pix-heading-el text-left \"><div><div class=\"slide-in-container\"><h5 class=\"text-black font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"\">Testimonial<\/h5><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63e63e6e elementor-widget elementor-widget-pix-text\" data-id=\"63e63e6e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\" resp-option text-black text-left font-weight-bold\" >\u201cAI quality heavily depends on the quality and quantity of datasets. We are delighted to have obtained great datasets in both terms through the project. The thought of increasing the possibility for the visually impaired to take a step forward in their lives have lifted the team\u2019s spirit.\nWe anticipate the datasets built from this project to be made useful not only by us, but also by others with great passion. We also thank Datumo for putting much effort in this project. \u201d<\/p><\/div>\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-64dfa843 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"64dfa843\" data-element_type=\"section\" data-e-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-22844861\" data-id=\"22844861\" data-element_type=\"column\" data-e-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-a69cf45 elementor-widget elementor-widget-pix-sliding-text\" data-id=\"a69cf45\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-sliding-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"sliding-text-67652922\" class=\"mb-3 text-left \"><h3 class=\"mb-32 pix-sliding-headline-2 animate-in font-weight-bold body-font \" data-anim-type=\"pix-sliding-text\" pix-anim-delay=\"500\" data-class=\"body-font text-heading-default\" style=\"\"><span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 0ms;\">Dataset&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 50ms;\">specification&#32;<\/span><\/span> <\/h3><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-7272a3b7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7272a3b7\" data-element_type=\"section\" data-e-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-inner-column elementor-element elementor-element-3967e0c9\" data-id=\"3967e0c9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"pix-base-transition animate-in elementor-section elementor-inner-section elementor-element elementor-element-379e71e3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-anim-type=\"fade-in-up\" data-anim-delay=\"0\" data-id=\"379e71e3\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-inner-column elementor-element elementor-element-94bb5e6\" data-id=\"94bb5e6\" data-element_type=\"column\" data-e-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-637a890e elementor-widget elementor-widget-pix-heading\" data-id=\"637a890e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div  class=\"pix-heading-el text-left \"><div><div class=\"slide-in-container\"><h5 class=\"text-black font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"\">Currency(notes&coins)<\/h5><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-494c7956 elementor-widget elementor-widget-pix-text\" data-id=\"494c7956\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><ul class=\"indexstyle__DescriptionUl-sc-822tsg-6 jlbLML\"><li>8 types of notes * 12 specific categories * 125 images per category = 12,000<\/li><li>8 types of coins * 8 specific categories * 200 images per category = 12,800<\/li><li>Total of 160 categories \/ 24,800 images<\/li><li>Labeling method: Collection of 24,800 images of appropriate notes and coins followed by bbox annotation<\/li><li>1 object per image<\/li><li>Minimum resolution of 640*480 required (regardless of image orientation)<\/li><\/ul><\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fa74a2c elementor-widget elementor-widget-pix-heading\" data-id=\"7fa74a2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div  class=\"pix-heading-el text-left \"><div><div class=\"slide-in-container\"><h5 class=\"text-black font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"\">Crosswalks data<\/h5><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62a8f7e2 elementor-widget elementor-widget-pix-text\" data-id=\"62a8f7e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><ul><li>Used 352,810 video data of pedestrians on crosswalks from AI Hub open datasets([https:\/\/aihub.or.kr\/aidata\/136](https:\/\/aihub.or.kr\/aidata\/136))<\/li><li>Selected images of appropriate crosswalks directions and pedestrian lights(green\/red)<\/li><li>In the occasion of crosswalks occluded by other objects:<br \/>If the object is a human, bounding boxes are drawn regardless of the occlusion region<br \/>If the object is a car, bounding boxes are drawn excluding the occlusion region<\/li><\/ul><\/p><\/div>\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\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-6c6381e7 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6c6381e7\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\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-45cd3647\" data-id=\"45cd3647\" data-element_type=\"column\" data-e-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-6aa3a51f elementor-widget elementor-widget-pix-sliding-text\" data-id=\"6aa3a51f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-sliding-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"sliding-text-157158892\" class=\"mb-3 text-left \"><h3 class=\"mb-32 pix-sliding-headline-2 animate-in font-weight-bold body-font \" data-anim-type=\"pix-sliding-text\" pix-anim-delay=\"500\" data-class=\"body-font text-heading-default\" style=\"\"><span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 0ms;\">Process&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 50ms;\">of&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 100ms;\">annotation&#32;<\/span><\/span> <\/h3><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-560b2bda elementor-widget elementor-widget-pix-text\" data-id=\"560b2bda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><p class=\"indexstyle__FouthDescription-sc-822tsg-10 jdbTan\">Video data were collected and labeled using Cash Mission, Datumo's crowdsourcing platform.<br \/>As the host of the \"AI Dataset Sponsorship Program\", Datumo has also participated in the KLUE project as a sponsor.<\/p><\/p><\/div>\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-21480d10 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"21480d10\" data-element_type=\"section\" data-e-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-22f456ab\" data-id=\"22f456ab\" data-element_type=\"column\" data-e-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-2702a438 elementor-widget elementor-widget-pix-sliding-text\" data-id=\"2702a438\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-sliding-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"sliding-text-18150608\" class=\"mb-3 text-left \"><h6 class=\"mb-32 pix-sliding-headline-2 animate-in font-weight-bold secondary-font \" data-anim-type=\"pix-sliding-text\" pix-anim-delay=\"500\" data-class=\"secondary-font text-heading-default\" style=\"\"><span class=\"slide-in-container \"><span class=\"pix-sliding-item secondary-font text-heading-default\" style=\"transition-delay: 0ms;\">Data&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item secondary-font text-heading-default\" style=\"transition-delay: 50ms;\">Collection&#32;<\/span><\/span> <\/h6><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-405a166c elementor-widget elementor-widget-pix-sliding-text\" data-id=\"405a166c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-sliding-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"sliding-text-65538579\" class=\"mb-3 text-left \"><h3 class=\"mb-32 pix-sliding-headline-2 animate-in font-weight-bold body-font \" data-anim-type=\"pix-sliding-text\" pix-anim-delay=\"500\" data-class=\"body-font text-heading-default\" style=\"\"><span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 0ms;\">Notes&Coins&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 50ms;\">Datasets&#32;<\/span><\/span> <\/h3><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-10c12e8a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"10c12e8a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-inner-column elementor-element elementor-element-21f19460\" data-id=\"21f19460\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"pix-base-transition animate-in elementor-section elementor-inner-section elementor-element elementor-element-66981465 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-anim-type=\"fade-in-up\" data-anim-delay=\"0\" data-id=\"66981465\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-inner-column elementor-element elementor-element-26720c5e\" data-id=\"26720c5e\" data-element_type=\"column\" data-e-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-3d2ee0b0 elementor-widget elementor-widget-pix-text\" data-id=\"3d2ee0b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><ul class=\"indexstyle__RainbowCardContents-sc-u4dp6d-4 IZfQv\"><li><span style=\"color: #ffffff;\">8 types of notes * 12 specific categories * 125 images per category = 12,000<\/span><\/li><li><span style=\"color: #ffffff;\">8 types of coins * 8 specific categories * 200 images per category = 12,800<\/span><\/li><li><span style=\"color: #ffffff;\">Total of 160 categories \/ 24,800 images<\/span><\/li><li><span style=\"color: #ffffff;\">Labeling method: Collection of 24,800 images of appropriate notes and coins followed by bbox annotation<\/span><\/li><li><span style=\"color: #ffffff;\">1 object per image<\/span><\/li><li><span style=\"color: #ffffff;\">Minimum resolution of 640*480 required (regardless of image orientation)<\/span><\/li><\/ul><\/p><\/div>\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-inner-section elementor-element elementor-element-14d42f66 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"14d42f66\" data-element_type=\"section\" data-e-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-inner-column elementor-element elementor-element-3d193b94\" data-id=\"3d193b94\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"pix-base-transition animate-in elementor-section elementor-inner-section elementor-element elementor-element-5f96905 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-anim-type=\"fade-in-up\" data-anim-delay=\"0\" data-id=\"5f96905\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-inner-column elementor-element elementor-element-10e8cfce\" data-id=\"10e8cfce\" data-element_type=\"column\" data-e-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-72ec9637 elementor-widget elementor-widget-pix-text\" data-id=\"72ec9637\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><p class=\"indexstyle__SecondDescription-sc-822tsg-3 flWUoE\"><span style=\"color: #3366ff;\">Data collection and labeling were completed using the mobile version of Datumo's crowd-sourcing platform, <strong>Cash Misshion<\/strong>.<\/span><\/p><\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35d9bf81 elementor-widget elementor-widget-spacer\" data-id=\"35d9bf81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f273411 elementor-widget elementor-widget-pix-text\" data-id=\"7f273411\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><h5 class=\"indexstyle__DescriptionTitle-sc-wbfshb-2 cRcGDg\"><strong>Collecting images of banknotes<\/strong><\/h5><p class=\"indexstyle__FifthDescription-sc-wbfshb-12 hhqjXW\"><br \/>Twenty-four photos were taken per banknote, depending on the sides, conditions, and angles.<\/p><\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43c79cc0 elementor-widget elementor-widget-spacer\" data-id=\"43c79cc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c782049 elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"1c782049\" data-element_type=\"widget\" data-e-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 fetchpriority=\"high\" decoding=\"async\" width=\"1759\" height=\"435\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/Group-612.png\" class=\"attachment-full size-full wp-image-7997\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/Group-612.png 1759w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/Group-612-300x74.png 300w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/Group-612-1024x253.png 1024w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/Group-612-768x190.png 768w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/Group-612-1536x380.png 1536w\" sizes=\"(max-width: 1759px) 100vw, 1759px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">(Note only) On a desk(L) \/ (Note with other objects) On a desk(C) \/  Holding with hand(R)<\/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<div class=\"elementor-element elementor-element-008010a elementor-hidden-desktop elementor-widget elementor-widget-image\" data-id=\"008010a\" data-element_type=\"widget\" data-e-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 decoding=\"async\" width=\"420\" height=\"314\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/01.png\" class=\"attachment-full size-full wp-image-8892\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/01.png 420w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/01-300x224.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">(Note only) On a desk<\/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<div class=\"elementor-element elementor-element-3f369b4 elementor-hidden-desktop elementor-widget elementor-widget-image\" data-id=\"3f369b4\" data-element_type=\"widget\" data-e-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=\"420\" height=\"314\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/02.png\" class=\"attachment-full size-full wp-image-8891\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/02.png 420w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/02-300x224.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">(Note with other objects) On a desk<\/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<div class=\"elementor-element elementor-element-885f4fc elementor-hidden-desktop elementor-widget elementor-widget-image\" data-id=\"885f4fc\" data-element_type=\"widget\" data-e-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=\"280\" height=\"267\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/03.png\" class=\"attachment-full size-full wp-image-8890\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Holding with hand<\/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<div class=\"elementor-element elementor-element-57d82bee elementor-widget elementor-widget-spacer\" data-id=\"57d82bee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2100b4b elementor-hidden-desktop elementor-widget elementor-widget-image\" data-id=\"2100b4b\" data-element_type=\"widget\" data-e-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=\"480\" height=\"921\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/04.png\" class=\"attachment-full size-full wp-image-8896\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/04.png 480w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/04-156x300.png 156w\" sizes=\"(max-width: 480px) 100vw, 480px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/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<div class=\"elementor-element elementor-element-c5cbba7 elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"c5cbba7\" data-element_type=\"widget\" data-e-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=\"1759\" height=\"1136\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/Group-613.png\" class=\"attachment-full size-full wp-image-8001\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/Group-613.png 1759w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/Group-613-300x194.png 300w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/Group-613-1024x661.png 1024w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/Group-613-768x496.png 768w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/Group-613-1536x992.png 1536w\" sizes=\"(max-width: 1759px) 100vw, 1759px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Selecting image category before taking photos of banknotes on Cash Mission(M) \/ <\/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<div class=\"elementor-element elementor-element-cb6e5d4 elementor-hidden-desktop elementor-widget elementor-widget-image\" data-id=\"cb6e5d4\" data-element_type=\"widget\" data-e-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=\"420\" height=\"423\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/05.png\" class=\"attachment-full size-full wp-image-8897\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/05.png 420w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/05-298x300.png 298w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/05-150x150.png 150w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/05-75x75.png 75w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/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<div class=\"elementor-element elementor-element-0a37454 elementor-widget elementor-widget-spacer\" data-id=\"0a37454\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c43f55 elementor-widget elementor-widget-pix-text\" data-id=\"6c43f55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><h5 class=\"indexstyle__DescriptionTitle-sc-wbfshb-2 cRcGDg\"><strong>Drawing bounding boxes around notes and coins<\/strong><\/h5><\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10240e7 elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"10240e7\" data-element_type=\"widget\" data-e-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=\"1335\" height=\"1077\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/Frame-2336.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-8903\" alt=\"Drawing bounding boxes around the note on Cashmission(M). The outlines should fit in between the two bounding box lines.\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/Frame-2336.png 1335w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/Frame-2336-300x242.png 300w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/Frame-2336-1024x826.png 1024w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/Frame-2336-768x620.png 768w\" sizes=\"(max-width: 1335px) 100vw, 1335px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/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<div class=\"elementor-element elementor-element-3481da5 elementor-hidden-desktop elementor-widget elementor-widget-image\" data-id=\"3481da5\" data-element_type=\"widget\" data-e-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=\"480\" height=\"938\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/06.png\" class=\"attachment-full size-full wp-image-8898\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/06.png 480w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/06-154x300.png 154w\" sizes=\"(max-width: 480px) 100vw, 480px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/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<div class=\"elementor-element elementor-element-6dc427b elementor-hidden-desktop elementor-widget elementor-widget-image\" data-id=\"6dc427b\" data-element_type=\"widget\" data-e-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=\"420\" height=\"501\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/07.png\" class=\"attachment-full size-full wp-image-8899\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/07.png 420w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/07-251x300.png 251w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/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<div class=\"elementor-element elementor-element-60fb710 elementor-widget elementor-widget-image\" data-id=\"60fb710\" data-element_type=\"widget\" data-e-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=\"640\" height=\"461\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/chart1.png\" class=\"attachment-large size-large wp-image-8900\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/chart1.png 825w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/chart1-300x216.png 300w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/chart1-768x553.png 768w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Eight categories in coins<\/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<div class=\"elementor-element elementor-element-e3f298f elementor-widget elementor-widget-image\" data-id=\"e3f298f\" data-element_type=\"widget\" data-e-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=\"640\" height=\"461\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/chart2.png\" class=\"attachment-large size-large wp-image-8901\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/chart2.png 825w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/chart2-300x216.png 300w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2026\/02\/chart2-768x553.png 768w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Eight categories in notes<\/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<div class=\"elementor-element elementor-element-2cb4a29 elementor-widget elementor-widget-spacer\" data-id=\"2cb4a29\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a5d0af4 elementor-widget elementor-widget-pix-text\" data-id=\"2a5d0af4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"text-20 resp-option text-black text-left font-weight-bold secondary-font\" >Sample Data<\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f6de5e elementor-widget elementor-widget-pix-text\" data-id=\"8f6de5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"json\">\n{\n\u00a0\u00a0\u00a0\u00a0\"version\":\u00a0\"3.16.7\",\n\u00a0\u00a0\u00a0\u00a0\"flags\":\u00a0{},\n\u00a0\u00a0\u00a0\u00a0\"shapes\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0{\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"label\":\u00a0\"Hundred_front\",\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"line_color\":\u00a0null,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"fill_color\":\u00a0null,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"points\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0638.1288828,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a01782.7275110399999\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a01269.00915912,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a02391.0826867200003\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0]\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"shape_type\":\u00a0\"rectangle\",\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"flags\":\u00a0{}\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0}\n\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\"lineColor\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a00,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0255,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a00,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0128\n\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\"fillColor\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0255,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a00,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a00,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0128\n\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\"imagePath\":\u00a0\"100_12_1.jpg\",\n\u00a0\u00a0\u00a0\u00a0\"imageWidth\":\u00a01908,\n\u00a0\u00a0\u00a0\u00a0\"imageHeight\":\u00a04032,\n\u00a0\u00a0\u00a0\u00a0\"imageData\":\u00a0null\n}\n<\/pre><\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39bc5ec elementor-widget elementor-widget-pix-text\" data-id=\"39bc5ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\" resp-option  text-left font-weight-bold\" >100_12_1.json<\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-446a2a3b elementor-widget elementor-widget-pix-text\" data-id=\"446a2a3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"json\">\n{\n\u00a0\u00a0\u00a0\u00a0\"version\":\u00a0\"3.16.7\",\n\u00a0\u00a0\u00a0\u00a0\"flags\":\u00a0{},\n\u00a0\u00a0\u00a0\u00a0\"shapes\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0{\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"label\":\u00a0\"Five_Hundred_front\",\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"line_color\":\u00a0null,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"fill_color\":\u00a0null,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"points\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0621.7438183200001,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a01765.46837376\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a01228.7220444,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a02369.6449056\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0]\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"shape_type\":\u00a0\"rectangle\",\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"flags\":\u00a0{}\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0}\n\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\"lineColor\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a00,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0255,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a00,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0128\n\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\"fillColor\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0255,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a00,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a00,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0128\n\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\"imagePath\":\u00a0\"500_10_1.jpg\",\n\u00a0\u00a0\u00a0\u00a0\"imageWidth\":\u00a01908,\n\u00a0\u00a0\u00a0\u00a0\"imageHeight\":\u00a04032,\n\u00a0\u00a0\u00a0\u00a0\"imageData\":\u00a0null\n}\n\tcs\n<\/pre><\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d83d8c elementor-widget elementor-widget-pix-text\" data-id=\"6d83d8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\" resp-option  text-left font-weight-bold\" >500_10_1.json<\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79c9fa0 elementor-widget elementor-widget-pix-text\" data-id=\"79c9fa0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"json\">{\n\u00a0\u00a0\u00a0\u00a0\"version\":\u00a0\"3.16.7\",\n\u00a0\u00a0\u00a0\u00a0\"flags\":\u00a0{},\n\u00a0\u00a0\u00a0\u00a0\"shapes\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0{\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"label\":\u00a0\"Ten_Thousand_back\",\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"line_color\":\u00a0null,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"fill_color\":\u00a0null,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"points\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0614.40175456,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a01400.03351488\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a02111.9280336,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a02100.4689728\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0]\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"shape_type\":\u00a0\"rectangle\",\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"flags\":\u00a0{}\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0}\n\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\"lineColor\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a00,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0255,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a00,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0128\n\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\"fillColor\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0255,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a00,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a00,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0128\n\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\"imagePath\":\u00a0\"10000_B_STUFF_180_100.jpg\",\n\u00a0\u00a0\u00a0\u00a0\"imageWidth\":\u00a02992,\n\u00a0\u00a0\u00a0\u00a0\"imageHeight\":\u00a02992,\n\u00a0\u00a0\u00a0\u00a0\"imageData\":\u00a0null\n}\n<\/pre><\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f418b57 elementor-widget elementor-widget-pix-text\" data-id=\"f418b57\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\" resp-option  text-left font-weight-bold\" >10000_B_STUFF_180_100.json<\/p><\/div>\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\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-6ae0d396 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6ae0d396\" data-element_type=\"section\" data-e-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-a46d4c7\" data-id=\"a46d4c7\" data-element_type=\"column\" data-e-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-59318ff6 elementor-widget elementor-widget-pix-sliding-text\" data-id=\"59318ff6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-sliding-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"sliding-text-154377694\" class=\"mb-3 text-left \"><h6 class=\"mb-32 pix-sliding-headline-2 animate-in font-weight-bold secondary-font \" data-anim-type=\"pix-sliding-text\" pix-anim-delay=\"500\" data-class=\"secondary-font text-heading-default\" style=\"\"><span class=\"slide-in-container \"><span class=\"pix-sliding-item secondary-font text-heading-default\" style=\"transition-delay: 0ms;\">Data&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item secondary-font text-heading-default\" style=\"transition-delay: 50ms;\">Collection&#32;<\/span><\/span> <\/h6><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23f582e7 elementor-widget elementor-widget-pix-sliding-text\" data-id=\"23f582e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-sliding-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"sliding-text-177530236\" class=\"mb-3 text-left \"><h3 class=\"mb-32 pix-sliding-headline-2 animate-in font-weight-bold body-font \" data-anim-type=\"pix-sliding-text\" pix-anim-delay=\"500\" data-class=\"body-font text-heading-default\" style=\"\"><span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 0ms;\">Crosswalks&#32;<\/span><\/span> <span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 50ms;\">Datasets&#32;<\/span><\/span> <\/h3><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3a894d6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3a894d6\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-inner-column elementor-element elementor-element-9aff16e\" data-id=\"9aff16e\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"pix-base-transition animate-in elementor-section elementor-inner-section elementor-element elementor-element-a0bdf80 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-anim-type=\"fade-in-up\" data-anim-delay=\"0\" data-id=\"a0bdf80\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-inner-column elementor-element elementor-element-546024d\" data-id=\"546024d\" data-element_type=\"column\" data-e-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-7c2caf1 elementor-widget elementor-widget-pix-text\" data-id=\"7c2caf1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><ul class=\"indexstyle__RainbowCardContents-sc-15auro8-4 dKJLWM\"><li><span style=\"color: #ffffff;\">Used 352,810 video data of pedestrians on crosswalks from AI Hub open datasets<\/span> [<a href=\"https:\/\/aihub.or.kr\/aidata\/136\"><span class=\"indexstyle__Link-sc-1koi949-3 kxMpLk\">https:\/\/aihub.or.kr\/aidata\/136<\/span><\/a>]<\/li><li><span style=\"color: #ffffff;\">Selected images of appropriate crosswalks directions and pedestrian lights(green\/red)<\/span><\/li><li><span style=\"color: #ffffff;\">In the occasion of crosswalks occluded by other objects<\/span><br \/><span style=\"color: #ffffff;\">: If the object is a human, bounding boxes are drawn regardless of the occlusion region<\/span><br \/><span style=\"color: #ffffff;\">: If the object is a car, bounding boxes are drawn excluding the occlusion region<\/span><\/li><\/ul><\/p><\/div>\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-inner-section elementor-element elementor-element-3c0626f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3c0626f\" data-element_type=\"section\" data-e-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-inner-column elementor-element elementor-element-116aa5d\" data-id=\"116aa5d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"pix-base-transition animate-in elementor-section elementor-inner-section elementor-element elementor-element-e4d0c59 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-anim-type=\"fade-in-up\" data-anim-delay=\"0\" data-id=\"e4d0c59\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-inner-column elementor-element elementor-element-68377f3\" data-id=\"68377f3\" data-element_type=\"column\" data-e-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-e10b56d elementor-widget elementor-widget-pix-text\" data-id=\"e10b56d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><p class=\"indexstyle__DescriptionTitle-sc-1koi949-2 dHyKYG\"><strong>400,000 video datasets of crosswalks collected by Datumo with NIA(National Information Society Agency)<\/strong><\/p><p class=\"indexstyle__FifthDescription-sc-wbfshb-12 hhqjXW\"><br \/>Datumo, using crowd-sourcing and similar-data filtering technology, participated in AI Hub\u2019s open datasets project by building 400,000 video datasets of various crossroads in Korea.<br \/>Datasets of crosswalks, important pedestrian facilities necessary for those with visual or mobility impairment, have not existed in such volume before. Datumo built the datasets in hopes of upholding the rights of visually impaired pedestrians, and furthermore, supporting research and development of technology regarding transportation in general.<\/p><\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-555fd9b elementor-widget elementor-widget-spacer\" data-id=\"555fd9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77b9a78 elementor-widget elementor-widget-pix-text\" data-id=\"77b9a78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><p class=\"indexstyle__SecondDescription-sc-822tsg-3 flWUoE\"><span style=\"color: #3366ff;\">Data collection and labeling were completed using the mobile version of Datumo's crowd-sourcing platform, Cash Mission.<\/span><\/p><\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d834c9f elementor-widget elementor-widget-spacer\" data-id=\"d834c9f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b97418 elementor-widget elementor-widget-image\" data-id=\"8b97418\" data-element_type=\"widget\" data-e-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=\"640\" height=\"320\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/Group-264-768x384.jpg\" class=\"attachment-medium_large size-medium_large wp-image-6098\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/Group-264-768x384.jpg 768w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/Group-264-300x150.jpg 300w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/Group-264-1024x512.jpg 1024w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/Group-264.jpg 1520w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/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<div class=\"elementor-element elementor-element-29cbed7 elementor-widget elementor-widget-image\" data-id=\"29cbed7\" data-element_type=\"widget\" data-e-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=\"640\" height=\"320\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/Group-263-768x384.jpg\" class=\"attachment-medium_large size-medium_large wp-image-6097\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/Group-263-768x384.jpg 768w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/Group-263-300x150.jpg 300w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/Group-263-1024x512.jpg 1024w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/Group-263.jpg 1520w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Used crowd-sourcing and similar-data filtering technology via the mobile version of Cashmission, to build 400,000 video datasets of crosswalks<\/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<div class=\"elementor-element elementor-element-bad2154 elementor-widget elementor-widget-spacer\" data-id=\"bad2154\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3cf937 elementor-widget elementor-widget-pix-text\" data-id=\"c3cf937\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><h5 class=\"indexstyle__DescriptionTitle-sc-wbfshb-2 cRcGDg\"><strong>Drawing bounding boxes around pedestrian signals and crosswalks<\/strong><\/h5><p>\u00a0<\/p><ul class=\"indexstyle__FifthUl-sc-wbfshb-37 dMsQur\"><li>Crowd-workers of Cashmission(mobile ver.) collected and labeled crosswalks from given image data<\/li><\/ul><\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cfe1edb elementor-widget elementor-widget-spacer\" data-id=\"cfe1edb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59892cd elementor-widget elementor-widget-image\" data-id=\"59892cd\" data-element_type=\"widget\" data-e-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=\"640\" height=\"743\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/cross2-768x891.png\" class=\"attachment-medium_large size-medium_large wp-image-6096\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/cross2-768x891.png 768w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/cross2-259x300.png 259w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/cross2-883x1024.png 883w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/cross2.png 1000w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Selected images of pedestrian signals(green\/red) and pedestrians walking in certain directions<\/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<div class=\"elementor-element elementor-element-082d388 elementor-widget elementor-widget-spacer\" data-id=\"082d388\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c06f68 elementor-widget elementor-widget-image\" data-id=\"5c06f68\" data-element_type=\"widget\" data-e-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=\"640\" height=\"743\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/cross1-768x891.png\" class=\"attachment-medium_large size-medium_large wp-image-6095\" alt=\"\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/cross1-768x891.png 768w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/cross1-259x300.png 259w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/cross1-883x1024.png 883w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/03\/cross1.png 1000w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Crowd-workers of Cashmission(mobile ver.) collected and labeled 'G_Signal' and 'R_Signal' using bounding boxes<\/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<div class=\"elementor-element elementor-element-b085049 elementor-widget elementor-widget-spacer\" data-id=\"b085049\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c9c129f elementor-widget elementor-widget-pix-text\" data-id=\"c9c129f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"text-20 resp-option text-black text-left font-weight-bold secondary-font\" >Sample Data<\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-138c8ac elementor-widget elementor-widget-pix-text\" data-id=\"138c8ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><pre class=\"EnlighterJSRAW\" data-enlighter-language=\"json\">{\n\u00a0\u00a0\u00a0\u00a0\"version\":\u00a0\"4.5.6\",\n\u00a0\u00a0\u00a0\u00a0\"flags\":\u00a0{},\n\u00a0\u00a0\u00a0\u00a0\"shapes\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0{\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"label\":\u00a0\"Zebra_Cross\",\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"points\":\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a01220.8955223880596,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0823.1343283582089\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0[\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a01513.4328358208954,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0864.9253731343283\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0]\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"group_id\":\u00a0null,\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"shape_type\":\u00a0\"rectangle\",\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"flags\":\u00a0{}\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0}\n\u00a0\u00a0\u00a0\u00a0],\n\u00a0\u00a0\u00a0\u00a0\"imagePath\":\u00a0\"MP_KSC_000016.jpg\",\n\u00a0\u00a0\u00a0\u00a0\"imageData\":\u00a0null,\n\u00a0\u00a0\u00a0\u00a0\"imageHeight\":\u00a01080,\n\u00a0\u00a0\u00a0\u00a0\"imageWidth\":\u00a01920\n}<\/pre><\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f747466 elementor-widget elementor-widget-pix-text\" data-id=\"f747466\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\" resp-option  text-left font-weight-bold\" >MP_KSC_000016.json<\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-442929f elementor-widget elementor-widget-pix-text\" data-id=\"442929f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><pre class=\"EnlighterJSRAW\" 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class=\"elementor-element elementor-element-247b7d6 elementor-widget elementor-widget-pix-text\" data-id=\"247b7d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\" resp-option  text-left font-weight-bold\" >MP_KSC_000003.json<\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2248035 elementor-widget elementor-widget-pix-text\" data-id=\"2248035\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><pre class=\"EnlighterJSRAW\" 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class=\"elementor-element elementor-element-1303023 elementor-widget elementor-widget-pix-text\" data-id=\"1303023\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\" resp-option  text-left font-weight-bold\" >MP_SEL_013519.json<\/p><\/div>\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\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-3eb596d2 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3eb596d2\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\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-21ecb01e\" data-id=\"21ecb01e\" data-element_type=\"column\" data-e-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-54ee8eeb elementor-widget elementor-widget-pix-sliding-text\" data-id=\"54ee8eeb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-sliding-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"sliding-text-13111143\" class=\"mb-3 text-left \"><h3 class=\"mb-32 pix-sliding-headline-2 animate-in font-weight-bold body-font \" data-anim-type=\"pix-sliding-text\" pix-anim-delay=\"500\" data-class=\"body-font text-heading-default\" style=\"\"><span class=\"slide-in-container \"><span class=\"pix-sliding-item body-font text-heading-default\" style=\"transition-delay: 0ms;\">Applications&#32;<\/span><\/span> <\/h3><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b45abab elementor-widget elementor-widget-pix-text\" data-id=\"5b45abab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><ul><li><strong>Currency data<\/strong><br \/>Developing AI services based on Korean notes and coins.<\/li><li><strong>Crosswalks data<\/strong><br \/>Developing AI services specialized in pedestrian signals or crosswalks for those with mobility impairment.<\/li><\/ul><\/p><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element 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data-e-type=\"widget\" data-widget_type=\"pix-img.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"d-inline-block \" ><div class=\"pix-img-el    center d-inline-block  w-100 rounded-lg\"  ><img loading=\"lazy\" decoding=\"async\" class=\"card-img2 pix-img-elem rounded-lg  h-1002\" style=\"height:auto;\" width=\"2363\" height=\"914\" srcset=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/databydatumo.webp 2363w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/databydatumo-300x116.webp 300w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/databydatumo-1024x396.webp 1024w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/databydatumo-768x297.webp 768w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/databydatumo-1536x594.webp 1536w, https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/databydatumo-2048x792.webp 2048w\" sizes=\"(max-width: 2363px) 100vw, 2363px\" src=\"https:\/\/open.datumo.com\/en\/wp-content\/uploads\/2023\/06\/databydatumo.webp\" alt=\"\" \/><\/div><\/div>\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-fd89512\" data-id=\"fd89512\" data-element_type=\"column\" data-e-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-336b009e elementor-widget elementor-widget-pix-text\" data-id=\"336b009e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pix-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"pix-el-text w-100 text-left \" ><p class=\"resp-option text-left \"><p class=\"indexstyle__BottomTitle-sc-1ntcad2-8 eXeKgC\"><strong>CC BY-SA<\/strong><\/p><p class=\"indexstyle__BottomDescription-sc-1e2zhr8-9 lbhMic\">Reusers are allowed to distribute, remix, adapt, and build upon the material in any medium or format, even commercially, so long as attribution is given to the creator. 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