{"id":2446,"date":"2020-10-30T14:44:00","date_gmt":"2020-10-30T14:44:00","guid":{"rendered":"http:\/\/digitalscientists.com\/?post_type=case_studies&#038;p=2446"},"modified":"2024-06-13T07:51:12","modified_gmt":"2024-06-13T07:51:12","slug":"logo-detection","status":"publish","type":"case-studies","link":"https:\/\/digitalscientists.com\/case-studies\/logo-detection\/","title":{"rendered":"Logo detection"},"content":{"rendered":"\n\n<!-- Block Settings -->\n\n    <section id=\"case-study-header-block_63d8cc3609df9\"\n             class=\" guttenberg-block case-study-header alignfull \"\n             style=\"background-color: #ffffff; color: #333;\"\n             data-color=\"#333\" data-bg=\"#ffffff\"\n             data-new-color=\"\" data-new-bg=\"\"\n    >\n        <div class=\"case-study-header__container \">\n                        <div class=\"case-study-header__content-wrapper\">\n                <div class=\"case-study-header__content with-media\">\n\n                    <h2 class=\"case-study-header__label\" style=\"color:#00798c\" data-aos=\"fade\" data-aos-duration=\"1000\">\n                        Logo detection                    <\/h2>\n\n                                            <div class=\"case-study-header__title section-title-h1-small\" data-aos=\"fade\" data-aos-duration=\"1000\">\n                            <h1 class=\"h2\" data-inview=\"true\">Get personal with logo detection<\/h1>\n                        <\/div>\n                    \n                    \n                                            <div class=\"case-study-header__text\" data-aos=\"fade\" data-aos-duration=\"1000\">\n                            <p>To provide customized designs to its end users, a leading marketing technology firm came to us seeking an ability to detect and extract logos automatically from sets of random brand images.<\/p>\n                        <\/div>\n                    \n                    \n                <\/div>\n\n                                    <div class=\"case-study-header__media \" data-aos=\"fade\" data-aos-duration=\"1000\">\n                                                    <div class=\"case-study-header__gif-wrap\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/logo-detection-header.gif\" alt=\"\" \/>\n                                                            <\/div>\n                                            <\/div>\n                            <\/div>\n\n\n        <\/div>\n    <\/section>\n\n\n\n\n<!-- Block Settings -->\n\n    <section id=\"full-width-bg-block_63d1318b52cf5\"\n             class=\" guttenberg-block full-width-bg alignfull\"\n             style=\"background-color: #ffffff; color: #333;\"\n             data-color=\"#333\" data-bg=\"#ffffff\"\n             data-new-color=\"\" data-new-bg=\"\"\n    >\n        <div class=\"full-width-bg__container\">\n            \n\r\n\r\n<!-- Block Settings -->\r\n\r\n    <div id=\"divider-block_63d8ccbb09dff\" class=\"guttenberg-block divider alignnone\"\r\n         style=\"height: 2px; background-color: #e5e5e5;\"\r\n    ><\/div>\r\n\n\n\n<div class=\"wp-block-columns is-style-wide is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:520px\">\n<h2 class=\"has-option-default wp-block-heading\">Image recognition system<\/h2>\n\n\n\n<p class=\"has-option-default\">Focused on improving personalization in its marketing efforts, a key client wanted the ability to extract images from random websites and detect any branding and logos in the content. The easiest way to distinguish branding from other images is through an image recognition system, which requires training data and a deep neural network, or a&nbsp;convolutional neural network&nbsp;(CNN), which is used to analyze visual imagery.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:540px\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized has-option-mb40\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/magnify_window-03-3-2048x1152-1-1024x576.jpg\" alt=\"\" class=\"wp-image-14788\" width=\"1024\" height=\"576\" srcset=\"https:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/magnify_window-03-3-2048x1152-1-1024x576.jpg 1024w, https:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/magnify_window-03-3-2048x1152-1-300x169.jpg 300w, https:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/magnify_window-03-3-2048x1152-1-768x432.jpg 768w, https:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/magnify_window-03-3-2048x1152-1-1536x864.jpg 1536w, https:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/magnify_window-03-3-2048x1152-1-663x373.jpg 663w, https:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/magnify_window-03-3-2048x1152-1.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div><\/div>\n<\/div>\n\n\n\n\n<!-- Block Settings -->\n\n<!-- Load values and handle defaults. -->\n\n    <style>\n        #spacer-new-block_63d8ccbb09e00 {\n            height: 200px;\n        }\n\n        @media(max-width: 782px) {\n            #spacer-new-block_63d8ccbb09e00 {\n                height: 150px;\n            }\n        }\n\n        @media(max-width: 560px) {\n            #spacer-new-block_63d8ccbb09e00 {\n                height: 100px;\n            }\n        }\n    <\/style>\n    <div id=\"spacer-new-block_63d8ccbb09e00\" class=\" guttenberg-block spacer-new alignfull\"\n         style=\"background-color: #ffffff; color: #333;\"\n         data-color=\"#333\" data-bg=\"#ffffff\"\n         data-new-color=\"\" data-new-bg=\"\"\n    ><\/div>\n\n\n        <\/div>\n    <\/section>\n\n\n\n\n<!-- Block Settings -->\n\n    <section id=\"full-width-bg-block_63d8ccb509dfc\"\n             class=\" guttenberg-block full-width-bg alignfull\"\n             style=\"background-color: #ffffff; color: #333;\"\n             data-color=\"#333\" data-bg=\"#ffffff\"\n             data-new-color=\"\" data-new-bg=\"\"\n    >\n        <div class=\"full-width-bg__container\">\n            \n\r\n\r\n<!-- Block Settings -->\r\n\r\n    <div id=\"divider-block_63d8ccbd09e01\" class=\"guttenberg-block divider alignnone\"\r\n         style=\"height: 2px; background-color: #e5e5e5;\"\r\n    ><\/div>\r\n\n\n\n<div class=\"wp-block-columns is-style-wide is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:520px\">\n<h2 class=\"has-option-default wp-block-heading\">Jobs to be Done<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:540px\">\n<ul class=\"wp-block-list\">\n<li>Extract logos and branding from websites<\/li>\n\n\n\n<li>Develop a large training set<\/li>\n\n\n\n<li>Develop neural network model<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n\n<!-- Block Settings -->\n\n<!-- Load values and handle defaults. -->\n\n    <style>\n        #spacer-new-block_63d8ccbd09e02 {\n            height: 200px;\n        }\n\n        @media(max-width: 782px) {\n            #spacer-new-block_63d8ccbd09e02 {\n                height: 150px;\n            }\n        }\n\n        @media(max-width: 560px) {\n            #spacer-new-block_63d8ccbd09e02 {\n                height: 100px;\n            }\n        }\n    <\/style>\n    <div id=\"spacer-new-block_63d8ccbd09e02\" class=\" guttenberg-block spacer-new alignfull\"\n         style=\"background-color: #ffffff; color: #333;\"\n         data-color=\"#333\" data-bg=\"#ffffff\"\n         data-new-color=\"\" data-new-bg=\"\"\n    ><\/div>\n\n\n        <\/div>\n    <\/section>\n\n\n\n\n<!-- Block Settings -->\n\n    <section id=\"full-width-bg-block_63d24f2cde5b5\"\n             class=\" guttenberg-block full-width-bg alignfull\"\n             style=\"background-color: #ffffff; color: #333;\"\n             data-color=\"#333\" data-bg=\"#ffffff\"\n             data-new-color=\"\" data-new-bg=\"\"\n    >\n        <div class=\"full-width-bg__container\">\n            \n\r\n\r\n<!-- Block Settings -->\r\n\r\n    <div id=\"divider-block_63d24f2dde5b6\" class=\"guttenberg-block divider alignnone\"\r\n         style=\"height: 2px; background-color: #e5e5e5;\"\r\n    ><\/div>\r\n\n\n\n<div class=\"wp-block-columns is-style-wide is-layout-flex wp-container-core-columns-is-layout-3 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"has-option-default wp-block-heading\">our role<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>research &amp; development<\/li>\n\n\n\n<li>develop training data set<\/li>\n\n\n\n<li>develop neural network model<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"has-option-default wp-block-heading\">deliverables<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>training data set<\/li>\n\n\n\n<li>trained neural network<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n\n<!-- Block Settings -->\n\n<!-- Load values and handle defaults. -->\n\n    <style>\n        #spacer-new-block_63d24f2dde5b7 {\n            height: 160px;\n        }\n\n        @media(max-width: 782px) {\n            #spacer-new-block_63d24f2dde5b7 {\n                height: 109px;\n            }\n        }\n\n        @media(max-width: 560px) {\n            #spacer-new-block_63d24f2dde5b7 {\n                height: 60px;\n            }\n        }\n    <\/style>\n    <div id=\"spacer-new-block_63d24f2dde5b7\" class=\" guttenberg-block spacer-new alignfull\"\n         style=\"background-color: #ffffff; color: #333;\"\n         data-color=\"#333\" data-bg=\"#ffffff\"\n         data-new-color=\"\" data-new-bg=\"\"\n    ><\/div>\n\n\n        <\/div>\n    <\/section>\n\n\n\n<figure class=\"wp-block-image alignwide size-large has-option-mb0\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"286\" src=\"http:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/identifying_logos_street-1024x286.jpg\" alt=\"\" class=\"wp-image-14787\" srcset=\"https:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/identifying_logos_street-1024x286.jpg 1024w, https:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/identifying_logos_street-300x84.jpg 300w, https:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/identifying_logos_street-768x214.jpg 768w, https:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/identifying_logos_street-1337x373.jpg 1337w, https:\/\/digitalscientists.com\/wp-content\/uploads\/2020\/10\/identifying_logos_street.jpg 1366w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n\n<!-- Block Settings -->\n\n<!-- Load values and handle defaults. -->\n\n    <style>\n        #spacer-new-block_63d8cde109e0d {\n            height: 60px;\n        }\n\n        @media(max-width: 782px) {\n            #spacer-new-block_63d8cde109e0d {\n                height: 60px;\n            }\n        }\n\n        @media(max-width: 560px) {\n            #spacer-new-block_63d8cde109e0d {\n                height: 40px;\n            }\n        }\n    <\/style>\n    <div id=\"spacer-new-block_63d8cde109e0d\" class=\" guttenberg-block spacer-new alignfull\"\n         style=\"background-color: #ffffff; color: #333;\"\n         data-color=\"#333\" data-bg=\"#ffffff\"\n         data-new-color=\"\" data-new-bg=\"\"\n    ><\/div>\n\n\n\n\n<!-- Block Settings -->\n\n    <section id=\"full-width-bg-block_63d8ccb509dfd\"\n             class=\" guttenberg-block full-width-bg alignfull\"\n             style=\"background-color: #ffffff; color: #333;\"\n             data-color=\"#333\" data-bg=\"#ffffff\"\n             data-new-color=\"\" data-new-bg=\"\"\n    >\n        <div class=\"full-width-bg__container\">\n            \n\n<div class=\"wp-block-columns is-style-wide is-layout-flex wp-container-core-columns-is-layout-4 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:520px\">\n<h2 class=\"has-option-default wp-block-heading\">Image extraction<\/h2>\n\n\n\n<p class=\"has-option-default\">Through our&nbsp;machine learning&nbsp;capabilities, our developers created a large training data set and applied a CNN to deliver a 99% accuracy rate in image classification in our client\u2019s use case. Through our image recognition system, we were able to identify logos and their placement, size, and prominence.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:540px\">\n\n    <style>\n        @media (min-width: 782px) {\n\n            .floating-animation {\n                position: relative;\n            }\n\n            .floating-animation img {\n                \/*border-radius: 20px;*\/\n            }\n\n        #floating-animation-block_63ebba7db9261 {\n                    }\n        }\n\n        @media (max-width: 782px) {\n        #floating-animation-block_63ebba7db9261 {\n            max-width: 100% !important;\n                        text-align: center;\n        }\n        }\n    <\/style>\n\n    <div id=\"floating-animation-block_63ebba7db9261\" class=\"guttenberg-block floating-animation\" data-inview=\"false\" data-aos=\"fade\" data-aos-duration=\"1000\">\n                    <div class=\"floating-animation__gif-wrap\">\n                                    <img decoding=\"async\" src=\"https:\/\/digitalscientists.com\/wp-content\/uploads\/2023\/01\/LogoIdentity.gif\" alt=\"\" \/>\n                            <\/div>\n            <\/div>\n\n<\/div>\n<\/div>\n\n\n\n\n<!-- Block Settings -->\n\n<!-- Load values and handle defaults. -->\n\n    <style>\n        #spacer-new-block_63d8ccbd09e04 {\n            height: 160px;\n        }\n\n        @media(max-width: 782px) {\n            #spacer-new-block_63d8ccbd09e04 {\n                height: 109px;\n            }\n        }\n\n        @media(max-width: 560px) {\n            #spacer-new-block_63d8ccbd09e04 {\n                height: 60px;\n            }\n        }\n    <\/style>\n    <div id=\"spacer-new-block_63d8ccbd09e04\" class=\" guttenberg-block spacer-new alignfull\"\n         style=\"background-color: #ffffff; color: #333;\"\n         data-color=\"#333\" data-bg=\"#ffffff\"\n         data-new-color=\"\" data-new-bg=\"\"\n    ><\/div>\n\n\n        <\/div>\n    <\/section>\n\n\n\n\n<!-- Block Settings -->\n\n    <section id=\"full-width-bg-block_63d8ccb609dfe\"\n             class=\" guttenberg-block full-width-bg alignfull\"\n             style=\"background-color: #ffffff; color: #333;\"\n             data-color=\"#333\" data-bg=\"#ffffff\"\n             data-new-color=\"\" data-new-bg=\"\"\n    >\n        <div class=\"full-width-bg__container\">\n            \n\r\n\r\n<!-- Block Settings -->\r\n\r\n    <div id=\"divider-block_63d1318e52cf6\" class=\"guttenberg-block divider alignnone\"\r\n         style=\"height: 2px; background-color: #e5e5e5;\"\r\n    ><\/div>\r\n\n\n\n<div class=\"wp-block-columns is-style-wide is-layout-flex wp-container-core-columns-is-layout-5 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:520px\">\n<h2 class=\"has-option-default wp-block-heading\">Automation increases end-user productivity<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:540px\">\n<p class=\"has-option-default\">Thanks to this advanced automation, our client\u2019s end users are now able to instantly extract logos from images, which significantly boosts user productivity and enhances the customer experience. As a result, our client received a significant \u201cwow\u201d response from its end users.<\/p>\n\n\n\n<p class=\"has-option-default\">In addition, by automating logo identification, our system could auto-suggest logo placement and usage throughout our client\u2019s marketing application, further enhancing the end-user experience and potentially driving increased revenue.<\/p>\n<\/div>\n<\/div>\n\n\n        <\/div>\n    <\/section>\n\n\n\r\n\r\n<!-- Block Settings -->\r\n\r\n    <section id=\"featured-cta-block_63d8ccc109e0a\"\r\n             class=\" guttenberg-block featured-cta alignfull\"\r\n             style=\"background-color: #ffffff; color: #333;\"\r\n             data-color=\"#333\" data-bg=\"#ffffff\"\r\n             data-new-color=\"\" data-new-bg=\"\"\r\n    >\r\n        <div class=\"featured-cta__container\">\r\n\r\n                            <div class=\"featured-cta__title section-title\"><h2 class=\"h1\" data-inview=\"true\">Ready to kick off your machine learning project?<\/h2>\n<\/div>\r\n            \r\n                            <a class=\"featured-cs__btn btn  btn--dark\" href=\"\/contact\/\" target=\"_self\">\r\n                    <span>Contact us<\/span>\r\n                    <span class=\"dec\"><\/span>\r\n                <\/a>\r\n            \r\n        <\/div>\r\n    <\/section>\r\n\n\n\n\n<!-- Block Settings -->\n\n    <section id=\"next-page-block_63d149956d9c7\"\n             class=\"js-guttenberg-block guttenberg-block next-page alignfull\"\n             style=\"background-color: #ffffff; color: #333;\"\n             data-color=\"#333\" data-bg=\"#ffffff\"\n             data-new-color=\"#333\" data-new-bg=\"#d1f259\"\n    >\n        <div class=\"next-page__container\">\n\n                            <div class=\"next-page__label\" data-aos=\"fade\" data-aos-duration=\"1000\">\n                    <h5>next case study<\/h5>\n                <\/div>\n            \n            <div class=\"next-page__content-wrap\" data-aos=\"fade\" data-aos-duration=\"1000\">\n                                    <div class=\"next-page__title section-title\">\n                        <h2 style=\"text-align: center;\">Handwriting Analysis<\/h2>\n                    <\/div>\n                \n                                    <a class=\"next-page__btn arrow-btn  arrow-btn--dark\" href=\"\/case-studies\/handwriting-analysis\/\" target=\"_self\">\n                        <span class=\"dec\"><\/span>\n                    <\/a>\n                            <\/div>\n\n                            <div class=\"next-page__text\" data-aos=\"fade\" data-aos-duration=\"1000\">\n                    <p>innovation research, machine learning, media \/ technology<\/p>\n                <\/div>\n            \n            \n                            <a class=\"next-page__additional-link\" style=\"color: #333333\"\n                   href=\"\/case-studies\/\"\n                   target=\"_self\"\n                   data-aos=\"fade\" data-aos-duration=\"1000\"\n                >\n                    view all                <\/a>\n            \n        <\/div>\n    <\/section>\n","protected":false},"featured_media":14947,"template":"","project_type":[157],"class_list":["post-2446","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","project_type-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - 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