{"id":3384,"date":"2025-03-26T15:53:25","date_gmt":"2025-03-26T13:53:25","guid":{"rendered":"https:\/\/itapply.eu\/?p=3384"},"modified":"2025-05-06T14:47:13","modified_gmt":"2025-05-06T11:47:13","slug":"smart-self-service-checkout","status":"publish","type":"post","link":"https:\/\/applyit.lv\/en\/smart-self-service-checkout\/","title":{"rendered":"SMART SELF-SERVICE CHECKOUT"},"content":{"rendered":"[vc_row type=&#8221;full_width_content&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; left_padding_desktop=&#8221;7%&#8221; right_padding_desktop=&#8221;7%&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; class=&#8221;sub_nav&#8221; overlay_strength=&#8221;0.3&#8243; 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gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; el_class=&#8221;open_post_2col_text&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/2&#8243; tablet_width_inherit=&#8221;small_desktop&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221; offset=&#8221;vc_col-lg-6 vc_col-md-6 vc_col-xs-12&#8243;][vc_column_text el_class=&#8221;jaunumi_inner_text&#8221;]\n<div class=\"xdj266r x11i5rnm xat24cr x1mh8g0r x1vvkbs x126k92a\">\n<div dir=\"auto\">\n<h4>SMART SELF-SERVICE CHECKOUT<\/h4>\n<p class=\"s2\"><strong><span class=\"s3\">Project background<\/span><span class=\"s3\">:<\/span><\/strong><\/p>\n<p class=\"s2\">The objective was to develop a self-service checkout by using a computer vision solutions in terms to improve customer service, <span class=\"s9\">make <\/span>existing processes <span class=\"s9\">more efficient <\/span>and make daily taskseasier for employees. This technology allows to automate product recognition, reducing the need for manual input and speeding up the checkout process.<\/p>\n<p class=\"s2\"><strong><span class=\"s4\">Biggest challenges<\/span><span class=\"s4\">:<\/span> <\/strong><span class=\"s5\">the<\/span> <span class=\"s5\">variety of the food and its appearance, different <\/span>placements<span class=\"s5\"> of the food on the plate (stacked on top of each other, covered with sauce, etc.).<\/span><\/p>\n<p class=\"s2\"><strong><span class=\"s3\">Solution<\/span><span class=\"s3\">: <\/span><\/strong><\/p>\n<p class=\"s2\">Developed a self-service checkout system that recognises food by visual appearance. The system recognises food placed on a tray below the system screen, generates a shopping list, exchanges data with the POS database to obtain a price, generates a shopping list and displays it on the screen. The system is integrated with the payment process and customer loyalty card acceptance call.<\/p>\n<p class=\"s2\">The system also includes a user-friendly UI for the checkout screen, a backend, and a cashier\/administrator view for solving different situations.<\/p>\n<p class=\"s2\">Computer vision and machine learning solutions are built into the system and tailored specifically for this task. Visual data processing is real-time.<\/p>\n<p class=\"s2\"><strong><span class=\"s3\">Key benefits<\/span><span class=\"s3\">: <\/span><\/strong><\/p>\n<ul>\n<li class=\"s8\">Modernised customer service;<\/li>\n<li class=\"s8\">Optimised workforce and efficiency.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n[\/vc_column_text][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; el_class=&#8221;open_post_2col_gallery&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/2&#8243; tablet_width_inherit=&#8221;small_desktop&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221; offset=&#8221;vc_col-lg-6 vc_col-md-6 vc_col-xs-12&#8243;][image_with_animation image_url=&#8221;3193&#8243; image_size=&#8221;full&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;None&#8221; animation_movement_type=&#8221;transform_y&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;&#8221; img_link_large=&#8221;yes&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;default&#8221; max_width=&#8221;100%&#8221; max_width_mobile=&#8221;default&#8221;][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"<p>[vc_row type=&#8221;full_width_content&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; left_padding_desktop=&#8221;7%&#8221; right_padding_desktop=&#8221;7%&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; class=&#8221;sub_nav&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221;&#8230;<\/p>\n","protected":false},"author":1,"featured_media":3194,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[19],"tags":[],"class_list":{"0":"post-3384","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-portfolio-en"},"_links":{"self":[{"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/posts\/3384","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/comments?post=3384"}],"version-history":[{"count":4,"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/posts\/3384\/revisions"}],"predecessor-version":[{"id":3388,"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/posts\/3384\/revisions\/3388"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/media\/3194"}],"wp:attachment":[{"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/media?parent=3384"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/categories?post=3384"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/tags?post=3384"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}