{"id":3440,"date":"2025-04-04T17:17:09","date_gmt":"2025-04-04T14:17:09","guid":{"rendered":"https:\/\/itapply.eu\/?p=3440"},"modified":"2025-05-06T15:16:15","modified_gmt":"2025-05-06T12:16:15","slug":"automated-quality-control-system-for-textile-products","status":"publish","type":"post","link":"https:\/\/applyit.lv\/en\/automated-quality-control-system-for-textile-products\/","title":{"rendered":"AUTOMATED QUALITY CONTROL SYSTEM FOR TEXTILE PRODUCTS"},"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; 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class=&#8221;jaunumi_Inner_block&#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; 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>AUTOMATED QUALITY CONTROL SYSTEM FOR TEXTILE PRODUCTS<\/h4>\n<p class=\"s2\"><strong><span class=\"s3\">Project background<\/span><span class=\"s3\">:<\/span><\/strong><\/p>\n<p class=\"s2\">Production process of textile products currently involves manual quality control, and client is interested in automating this step.<\/p>\n<p class=\"s2\"><strong><span class=\"s4\">Biggest challenges: <\/span><\/strong>highly unpredictable environment to analyse &#8211; products overlapping each other, folded in different ways, many different potential design solutions.<\/p>\n<p class=\"s2\"><strong><span class=\"s3\">Solution<\/span><span class=\"s3\">: <\/span><\/strong><\/p>\n<p class=\"s2\">Automated textile quality control system has been developed to identify the brand, size, color, and printed design elements of textile products. It also compares this data with \u00a0specified order parameters.<\/p>\n<p class=\"s2\">Customized system for result visualization was developed and integrated with client\u2019s business management systems and database. Computer vision and machine learning solutions were used. Visual data processing takes place in 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\">Improved production process;<\/li>\n<li class=\"s8\">Improved quality control time and efficiency;<\/li>\n<li class=\"s8\">Optimised workforce costs.<\/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;3153&#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":3154,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[19],"tags":[],"class_list":{"0":"post-3440","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\/3440","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=3440"}],"version-history":[{"count":2,"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/posts\/3440\/revisions"}],"predecessor-version":[{"id":3442,"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/posts\/3440\/revisions\/3442"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/media\/3154"}],"wp:attachment":[{"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/media?parent=3440"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/categories?post=3440"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/applyit.lv\/en\/wp-json\/wp\/v2\/tags?post=3440"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}