{"id":934,"date":"2022-01-25T10:23:21","date_gmt":"2022-01-25T09:23:21","guid":{"rendered":"https:\/\/www.ingedata.ai\/?page_id=934"},"modified":"2024-03-26T14:19:41","modified_gmt":"2024-03-26T13:19:41","slug":"computer-vision","status":"publish","type":"page","link":"https:\/\/www.ingedata.ai\/computer-vision\/","title":{"rendered":"Computer vision"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"934\" class=\"elementor elementor-934\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2176f76 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"2176f76\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&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-8b5a441\" data-id=\"8b5a441\" data-element_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-87adda5 elementor-widget elementor-widget-Header\" data-id=\"87adda5\" data-element_type=\"widget\" data-widget_type=\"Header.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t            <div class=\"page-header_wrapper header_wrapper\" >\r\n                <div class=\"img-desktop\" style=\"background-image:url('https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/une-activite-computer-v.png')\"><\/div>\r\n                <div class=\"img-mobile\" style=\"background-image:url('https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/imgbanniere-responsive-source22.png')\"><\/div>\r\n                <div class=\"page-header_image\">  \r\n                    <img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/courbe-11.png\">\r\n                <\/div>\r\n                <div class=\"ptl-container header-container\">\r\n                    <div class=\"page-header_content\">\r\n                        <h1 class=\"page-header_title\" >Computer Vision<\/h1>\r\n                        <span class=\"page-header_subtitle\" >Training data for Computer Vision<\/span>\r\n                    <\/div>\r\n                <\/div>\r\n            <\/div> \r\n        \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-ac9b1fe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ac9b1fe\" data-element_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-9071042\" data-id=\"9071042\" data-element_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-c8e7aa6 elementor-widget elementor-widget-spacer\" data-id=\"c8e7aa6\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 18-04-2024 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container{height:100%;width:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty,.e-con>.elementor-widget-spacer.elementor-widget-empty{position:relative;min-height:22px;min-width:22px}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon,.e-con>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon{position:absolute;top:0;bottom:0;left:0;right:0;margin:auto;padding:0;width:22px;height:22px}<\/style>\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<\/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-bdb0a42 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bdb0a42\" data-element_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-0715d73\" data-id=\"0715d73\" data-element_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-1a9cfc7 elementor-widget elementor-widget-heading\" data-id=\"1a9cfc7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 18-04-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Training data for Computer Vision<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9443a7a elementor-widget elementor-widget-heading\" data-id=\"9443a7a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">The human solution to your machine learning project<\/h4>\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-fe5aac7 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"fe5aac7\" data-element_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-50 elementor-top-column elementor-element elementor-element-6413de9\" data-id=\"6413de9\" data-element_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-050e67a elementor-widget elementor-widget-heading\" data-id=\"050e67a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Finding right annotators for your project<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7e2afd elementor-widget elementor-widget-text-editor\" data-id=\"b7e2afd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 18-04-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>Ingedata&#8217;s teams of annotators segment and label all types of images. They are continuously trained to produce rigorously reliable data for ever more efficient models.<\/p><p>From raw images, our teams segment and label large training sets requiring a high level of technical expertise. Ingedata&#8217;s ability to assemble teams of annotators who are experts in their field, combined with our annotation tools, allows us to efficiently process very specific classes, in all their forms and nuances.<\/p><p>We provide image annotation services for all branches of image recognition technology, including semantic segmentation, cuboids and landmarks. Your images will be annotated by expert teams with detailed knowledge of the classes you wish to segment or label.<\/p>\t\t\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-top-column elementor-element elementor-element-1d2b8f0\" data-id=\"1d2b8f0\" data-element_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-15fac90 elementor-widget elementor-widget-image\" data-id=\"15fac90\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 18-04-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"640\" height=\"640\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/computer-vision.png\" class=\"attachment-full size-full wp-image-1029\" alt=\"\" srcset=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/computer-vision.png 640w, https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/computer-vision-300x300.png 300w, https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/computer-vision-150x150.png 150w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\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-9223d22 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"9223d22\" data-element_type=\"section\" 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src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/03\/google.png\" alt=\"google\" \/><img decoding=\"async\" class=\"main_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/03\/google-gris.png\" alt=\"google\" \/><\/div><\/div><div class=\"clients_image\"><div class=\"image_wrapper\"><img decoding=\"async\" class=\"hover_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/03\/cardiologs.png\" alt=\"cardiologs\" \/><img decoding=\"async\" class=\"main_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/03\/cardiologs-gris2.png\" alt=\"cardiologs\" \/><\/div><\/div><div class=\"clients_image\"><div class=\"image_wrapper\"><img decoding=\"async\" class=\"hover_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/SkillCorner.png\" alt=\"SkillCorner\" \/><img decoding=\"async\" class=\"main_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/SkillCorner-1.png\" alt=\"SkillCorner-1\" 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alt=\"carestream\" \/><img decoding=\"async\" class=\"main_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/carestream-dental300-107-gris.png\" alt=\"carestream\" \/><\/div><\/div><div class=\"clients_image\"><div class=\"image_wrapper\"><img decoding=\"async\" class=\"hover_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/Arterys-health-300-80.png\" alt=\"Arterys-health\" \/><img decoding=\"async\" class=\"main_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/Arterys-health300-80.png\" alt=\"Arterys-health\" \/><\/div><\/div><div class=\"clients_image\"><div class=\"image_wrapper\"><img decoding=\"async\" class=\"hover_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/xxii-h90.png\" alt=\"xxii\" \/><img decoding=\"async\" class=\"main_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/xxii-h90-gris.png\" alt=\"xxii\" \/><\/div><\/div><div class=\"clients_image\"><div class=\"image_wrapper\"><img decoding=\"async\" class=\"hover_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/suez300-1.png\" alt=\"suez\" \/><img decoding=\"async\" class=\"main_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/suez300gris.png\" alt=\"suez\" \/><\/div><\/div><div class=\"clients_image\"><div class=\"image_wrapper\"><img decoding=\"async\" class=\"hover_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/virtual-expo80.png\" alt=\"virtual-expo80\" \/><img decoding=\"async\" class=\"main_image\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/virtual-expo80gris.png\" alt=\"virtual-expo80gris\" \/><\/div><\/div><\/div><\/div><\/div><\/div>\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-add13a0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"add13a0\" data-element_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-94ede18\" data-id=\"94ede18\" data-element_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-72722a0 elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"72722a0\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/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-d2c8fd1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d2c8fd1\" data-element_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-54cd765\" data-id=\"54cd765\" data-element_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-dcef86b elementor-widget elementor-widget-heading\" data-id=\"dcef86b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">An annotation workflow designed to optimize your production<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd48585 elementor-widget elementor-widget-text-editor\" data-id=\"bd48585\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>One of the leading data annotation solutions, designed for the production of labeled datasets for AI.<\/p><p>Quality training data for your computer vision algorithms, fast. Scale up your productivity with hundreds of image annotation tools for object recognition including bounding box, semantic segmentation, polygon, 3-D point cloud, landmark positioning and image classification.<\/p><p>Our machine learning experts label images from satellite photos to health X-ray analysis.<\/p>\t\t\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-adf5295 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"adf5295\" data-element_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-be2551a\" data-id=\"be2551a\" data-element_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-6e0a5c7 elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"6e0a5c7\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/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-536ef8e elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"536ef8e\" data-element_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-b3b2881\" data-id=\"b3b2881\" data-element_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-9b30924 elementor-hidden-tablet elementor-widget elementor-widget-spacer\" data-id=\"9b30924\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad7da51 elementor-widget elementor-widget-heading\" data-id=\"ad7da51\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Computer Vision Expertise<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6154b2 elementor-widget elementor-widget-spacer\" data-id=\"c6154b2\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/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-ad02d16 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"ad02d16\" data-element_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-67a04ec\" data-id=\"67a04ec\" data-element_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-83a1429 elementor-widget elementor-widget-Ptl_tabs\" data-id=\"83a1429\" data-element_type=\"widget\" data-widget_type=\"Ptl_tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ptl-tabs icon_position-top tabs_align-justify\">\n\n\t\t\t<div class=\"ptl-tabs_headings\">\n\t\t\t\t\t<div data-tab-id=\"ptl-tab_1381\" class=\"ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\">\n\t\t\t\t\t\t<span class=\"ptl-tabs_title\">CLASSIFICATION<br><br><\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t        <!-- \t<span class=\"ptl-tabs_icon\"> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t \t\t<!-- <\/span> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/clasification.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/clasification-blanc.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\n                    <\/h4><\/div>\n\n\t\t\t\t\n\t\t\t\t\t<div data-tab-id=\"ptl-tab_1382\" class=\"ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\">\n\t\t\t\t\t\t<span class=\"ptl-tabs_title\">LANDMARK POSITIONING<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t        <!-- \t<span class=\"ptl-tabs_icon\"> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t \t\t<!-- <\/span> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/LANDMARK-Pos.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/LANDMARK-Pos-blanc.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\n                    <\/h4><\/div>\n\n\t\t\t\t\n\t\t\t\t\t<div data-tab-id=\"ptl-tab_1383\" class=\"ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\">\n\t\t\t\t\t\t<span class=\"ptl-tabs_title\">BOUNDING BOX<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t        <!-- \t<span class=\"ptl-tabs_icon\"> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t \t\t<!-- <\/span> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/2D-BOUNDING-BOXES.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/2D-BOUNDING-BOXES-blanc.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\n                    <\/h4><\/div>\n\n\t\t\t\t\n\t\t\t\t\t<div data-tab-id=\"ptl-tab_1384\" class=\"ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\">\n\t\t\t\t\t\t<span class=\"ptl-tabs_title\">LINES AND POLYLINES<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t        <!-- \t<span class=\"ptl-tabs_icon\"> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t \t\t<!-- <\/span> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/LINES-AND-CURVES.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/LINES-AND-CURVES-blanc.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\n                    <\/h4><\/div>\n\n\t\t\t\t\n\t\t\t\t\t<div data-tab-id=\"ptl-tab_1385\" class=\"ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\">\n\t\t\t\t\t\t<span class=\"ptl-tabs_title\">POLYGONS<br><br><\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t        <!-- \t<span class=\"ptl-tabs_icon\"> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t \t\t<!-- <\/span> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/POLYGONS.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/POLYGONS-blanc.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\n                    <\/h4><\/div>\n\n\t\t\t\t\n\t\t\t\t\t<div data-tab-id=\"ptl-tab_1386\" class=\"ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\">\n\t\t\t\t\t\t<span class=\"ptl-tabs_title\">SEMANTIC SEGMENTATION<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t        <!-- \t<span class=\"ptl-tabs_icon\"> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t \t\t<!-- <\/span> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/SEMANTIC-SEGMENTS.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/S-SEGMENTS-blanc.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\n                    <\/h4><\/div>\n\n\t\t\t\t\n\t\t\t\t\t<div data-tab-id=\"ptl-tab_1387\" class=\"ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\">\n\t\t\t\t\t\t<span class=\"ptl-tabs_title\">3D CUBOIDS<br><br><\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t        <!-- \t<span class=\"ptl-tabs_icon\"> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t \t\t<!-- <\/span> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/3D-cube.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/3D-cube-blanc.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\n                    <\/h4><\/div>\n\n\t\t\t\t\n\t\t\t\t\t<div data-tab-id=\"ptl-tab_1388\" class=\"ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\">\n\t\t\t\t\t\t<span class=\"ptl-tabs_title\">POINT CLOUD<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t        <!-- \t<span class=\"ptl-tabs_icon\"> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t \t\t<!-- <\/span> -->\n\t\t\t\t\t\t \t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/point-cloud.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/point-cloud-blanc.png \">\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\n                    <\/h4><\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t<div class=\"ptl-tabs_content-wrap\">\t\t\t\t\t<div data-tab-id=\"ptl-tab_1381\" class=\"ptl-tabs_content\">\n                        <div class=\"elementor-row\">\n                            <div class=\"elementor-column elementor-col-50 ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Classification <\/h3>\n                                    <p>\n                                        <p>Classification of images with single or multiple labels. Classification is performed following a list of classes that was previously consolidated with the relevant domain experts to ensure the market fit of your model.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"elementor-column elementor-col-50 ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/classifications.jpg\" title=\"classification\" alt=\"classification\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n                        <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1382\" class=\"ptl-tabs_content\">\n                        <div class=\"elementor-row\">\n                            <div class=\"elementor-column elementor-col-50 ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Landmark positioning<\/h3>\n                                    <p>\n                                        <p>Mostly used for face recognition, posture analysis and eye tracking applications, our landmark positioning techniques follow anatomical rules that ensure that your model is trained with accurate point locations.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"elementor-column elementor-col-50 ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/landmark.jpg\" title=\"landmark\" alt=\"landmark\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n                        <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1383\" class=\"ptl-tabs_content\">\n                        <div class=\"elementor-row\">\n                            <div class=\"elementor-column elementor-col-50 ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Bounding Boxes<\/h3>\n                                    <p>\n                                        <p>Bounding box is one of the most common segmentation techniques to outline the shape of objects by defining its X and Y coordinates. Bounding boxes are fast to draw, but might include some elements of background that lower the detection accuracy of your model.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"elementor-column elementor-col-50 ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/fashion-annot.jpg\" title=\"fashion-annot\" alt=\"fashion-annot\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n                        <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1384\" class=\"ptl-tabs_content\">\n                        <div class=\"elementor-row\">\n                            <div class=\"elementor-column elementor-col-50 ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Lines and polylines<\/h3>\n                                    <p>\n                                        <p>Lines and polylines are used to segment rectilinear and curvilinear objects such as road markings. Lines and polylines provide a good compromise between segmentation speed and accuracy, but only apply to these specific shapes.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"elementor-column elementor-col-50 ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/line-and-polylines-cv.png\" title=\"line-and-polylines-cv\" alt=\"line-and-polylines-cv\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n                        <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1385\" class=\"ptl-tabs_content\">\n                        <div class=\"elementor-row\">\n                            <div class=\"elementor-column elementor-col-50 ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Polygons<\/h3>\n                                    <p>\n                                        <p>Polygons are a very popular segmentation technique to accurately outline an area of interest and exclude elements of background that would lower the performance of your computer vision model. Polygons are not as accurate as semantic segmentation but are much faster to draw, making them a strong option to train your model with both accurate and high volume annotations.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"elementor-column elementor-col-50 ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/polygon.jpg\" title=\"polygon\" alt=\"polygon\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n                        <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1386\" class=\"ptl-tabs_content\">\n                        <div class=\"elementor-row\">\n                            <div class=\"elementor-column elementor-col-50 ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Semantic segmentation<\/h3>\n                                    <p>\n                                        <p>The higher performance computer vision models are trained with images that were annotated using semantic segmentation. It provides pixel-precise accuracy, as long as segmentation rules to handle blurry and shadowed areas are well defined together.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"elementor-column elementor-col-50 ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/semantic-segmentation-CV2.png\" title=\"semantic-segmentation-CV2\" alt=\"semantic-segmentation-CV2\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n                        <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1387\" class=\"ptl-tabs_content\">\n                        <div class=\"elementor-row\">\n                            <div class=\"elementor-column elementor-col-50 ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>3D cuboids<\/h3>\n                                    <p>\n                                        <p>Use 3D Cuboids to add 3D information from 2D images. This segmentation technique is useful to estimate the depth of an object.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"elementor-column elementor-col-50 ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/Cars_3D_cuboid.jpg\" title=\"Cars_3D_cuboid\" alt=\"Cars_3D_cuboid\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n                        <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1388\" class=\"ptl-tabs_content\">\n                        <div class=\"elementor-row\">\n                            <div class=\"elementor-column elementor-col-50 ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Point cloud<\/h3>\n                                    <p>\n                                        <p>Whether they are installed on autonomous cars, drones or satellites, LiDAR instruments open a whole new world to scene understanding in a 3D environment. Segmentation of point cloud libraries requires custom softwares and can be made more efficient using sensor fusion and clustering techniques.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"elementor-column elementor-col-50 ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/PC5.png\" title=\"point-cloud\" alt=\"point-cloud\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n                        <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t<\/div>\n\t\t<div class=\"plt_tabs_mobile\">\n\n\t\t\t<div class=\"ptl-tabs_content-wrap\"><div class=\"plt_tabs_mobile_item\">\t\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1381 ptl-tab_1381\" class=\"ptl-tabs_header_wrap ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\" style=\"height: 110px;\">\n\t\t\t\t\t\t\t<span class=\"ptl-tabs_title\">CLASSIFICATION<\/span>\n\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/clasification.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/clasification-blanc.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/h4><\/div>\n\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1381 ptl-tab_1381\" class=\"ptl-tabs_content ptl-tabs_content\">\n                            <div class=\"ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Classification <\/h3>\n                                    <p>\n                                        <p>Classification of images with single or multiple labels. Classification is performed following a list of classes that was previously consolidated with the relevant domain experts to ensure the market fit of your model.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img class='not_lazyload' src='https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/classifications.jpg' >\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"plt_tabs_mobile_item\">\t\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1382 ptl-tab_1382\" class=\"ptl-tabs_header_wrap ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\" style=\"height: 110px;\">\n\t\t\t\t\t\t\t<span class=\"ptl-tabs_title\">LANDMARK POSITIONING<\/span>\n\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/LANDMARK-Pos.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/LANDMARK-Pos-blanc.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/h4><\/div>\n\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1382 ptl-tab_1382\" class=\"ptl-tabs_content ptl-tabs_content\">\n                            <div class=\"ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Landmark positioning<\/h3>\n                                    <p>\n                                        <p>Mostly used for face recognition, posture analysis and eye tracking applications, our landmark positioning techniques follow anatomical rules that ensure that your model is trained with accurate point locations.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img class='not_lazyload' src='https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/landmark.jpg' >\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"plt_tabs_mobile_item\">\t\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1383 ptl-tab_1383\" class=\"ptl-tabs_header_wrap ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\" style=\"height: 110px;\">\n\t\t\t\t\t\t\t<span class=\"ptl-tabs_title\">BOUNDING BOX<\/span>\n\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/2D-BOUNDING-BOXES.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/2D-BOUNDING-BOXES-blanc.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/h4><\/div>\n\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1383 ptl-tab_1383\" class=\"ptl-tabs_content ptl-tabs_content\">\n                            <div class=\"ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Bounding Boxes<\/h3>\n                                    <p>\n                                        <p>Bounding box is one of the most common segmentation techniques to outline the shape of objects by defining its X and Y coordinates. Bounding boxes are fast to draw, but might include some elements of background that lower the detection accuracy of your model.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img class='not_lazyload' src='https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/fashion-annot.jpg' >\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"plt_tabs_mobile_item\">\t\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1384 ptl-tab_1384\" class=\"ptl-tabs_header_wrap ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\" style=\"height: 110px;\">\n\t\t\t\t\t\t\t<span class=\"ptl-tabs_title\">LINES AND POLYLINES<\/span>\n\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/LINES-AND-CURVES.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/LINES-AND-CURVES-blanc.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/h4><\/div>\n\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1384 ptl-tab_1384\" class=\"ptl-tabs_content ptl-tabs_content\">\n                            <div class=\"ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Lines and polylines<\/h3>\n                                    <p>\n                                        <p>Lines and polylines are used to segment rectilinear and curvilinear objects such as road markings. Lines and polylines provide a good compromise between segmentation speed and accuracy, but only apply to these specific shapes.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img class='not_lazyload' src='https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/line-and-polylines-cv.png' >\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"plt_tabs_mobile_item\">\t\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1385 ptl-tab_1385\" class=\"ptl-tabs_header_wrap ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\" style=\"height: 110px;\">\n\t\t\t\t\t\t\t<span class=\"ptl-tabs_title\">POLYGONS<\/span>\n\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/POLYGONS.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/POLYGONS-blanc.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/h4><\/div>\n\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1385 ptl-tab_1385\" class=\"ptl-tabs_content ptl-tabs_content\">\n                            <div class=\"ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Polygons<\/h3>\n                                    <p>\n                                        <p>Polygons are a very popular segmentation technique to accurately outline an area of interest and exclude elements of background that would lower the performance of your computer vision model. Polygons are not as accurate as semantic segmentation but are much faster to draw, making them a strong option to train your model with both accurate and high volume annotations.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img class='not_lazyload' src='https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/polygon.jpg' >\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"plt_tabs_mobile_item\">\t\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1386 ptl-tab_1386\" class=\"ptl-tabs_header_wrap ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\" style=\"height: 110px;\">\n\t\t\t\t\t\t\t<span class=\"ptl-tabs_title\">SEMANTIC SEGMENTATION<\/span>\n\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/SEMANTIC-SEGMENTS.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/S-SEGMENTS-blanc.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/h4><\/div>\n\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1386 ptl-tab_1386\" class=\"ptl-tabs_content ptl-tabs_content\">\n                            <div class=\"ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Semantic segmentation<\/h3>\n                                    <p>\n                                        <p>The higher performance computer vision models are trained with images that were annotated using semantic segmentation. It provides pixel-precise accuracy, as long as segmentation rules to handle blurry and shadowed areas are well defined together.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img class='not_lazyload' src='https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/02\/semantic-segmentation-CV2.png' >\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"plt_tabs_mobile_item\">\t\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1387 ptl-tab_1387\" class=\"ptl-tabs_header_wrap ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\" style=\"height: 110px;\">\n\t\t\t\t\t\t\t<span class=\"ptl-tabs_title\">3D CUBOIDS<\/span>\n\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/3D-cube.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/3D-cube-blanc.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/h4><\/div>\n\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1387 ptl-tab_1387\" class=\"ptl-tabs_content ptl-tabs_content\">\n                            <div class=\"ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>3D cuboids<\/h3>\n                                    <p>\n                                        <p>Use 3D Cuboids to add 3D information from 2D images. This segmentation technique is useful to estimate the depth of an object.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img class='not_lazyload' src='https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/Cars_3D_cuboid.jpg' >\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"plt_tabs_mobile_item\">\t\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1388 ptl-tab_1388\" class=\"ptl-tabs_header_wrap ptl-tabs_header_wrap\"> <h4 class=\"ptl-tabs_header\" style=\"height: 110px;\">\n\t\t\t\t\t\t\t<span class=\"ptl-tabs_title\">POINT CLOUD<\/span>\n\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image not_hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/point-cloud.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon ptl-tabs_icon-image hov_img\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/point-cloud-blanc.png \">\n\n\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/h4><\/div>\n\n\t\t\t\t\t\t<div data-tab-id=\"ptl-tab_1388 ptl-tab_1388\" class=\"ptl-tabs_content ptl-tabs_content\">\n                            <div class=\"ptl_content\">\n                                <div class=\"elementor-widget-wrap\">\n                                    <h3>Point cloud<\/h3>\n                                    <p>\n                                        <p>Whether they are installed on autonomous cars, drones or satellites, LiDAR instruments open a whole new world to scene understanding in a 3D environment. Segmentation of point cloud libraries requires custom softwares and can be made more efficient using sensor fusion and clustering techniques.<\/p>                                    <\/p>\n                                <\/div>\n                            <\/diV>\n                            <div class=\"ptl_content_img\">\n                                \t\t\t\t\t\t\t\t\t<span class=\"ptl-tabs_icon-image\">\n\t\t\t\t\t\t\t\t\t<img class='not_lazyload' src='https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/PC5.png' >\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t                            <\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\n\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-84090ed elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"84090ed\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/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-c7a1d03 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c7a1d03\" data-element_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-52acf96\" data-id=\"52acf96\" data-element_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-77101d5 elementor-widget elementor-widget-spacer\" data-id=\"77101d5\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/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-5668b38 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"5668b38\" data-element_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-50 elementor-top-column elementor-element elementor-element-342b644\" data-id=\"342b644\" data-element_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-b71b09a elementor-hidden-mobile elementor-hidden-tablet elementor-widget elementor-widget-spacer\" data-id=\"b71b09a\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-568605a elementor-widget elementor-widget-image\" data-id=\"568605a\" data-element_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\t<img decoding=\"async\" width=\"621\" height=\"660\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/Bloc-mise-en-avant-secteur-image-recadre.png\" class=\"attachment-full size-full wp-image-165\" alt=\"\" srcset=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/Bloc-mise-en-avant-secteur-image-recadre.png 621w, https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/Bloc-mise-en-avant-secteur-image-recadre-282x300.png 282w\" sizes=\"(max-width: 621px) 100vw, 621px\" \/>\t\t\t\t\t\t\t\t\t\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-top-column elementor-element elementor-element-d5f5cc6 container\" data-id=\"d5f5cc6\" data-element_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-208c7b4 elementor-widget elementor-widget-image\" data-id=\"208c7b4\" data-element_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\t<img decoding=\"async\" width=\"149\" height=\"105\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/global.jpg\" class=\"attachment-large size-large wp-image-172\" alt=\"\" \/>\t\t\t\t\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-2ced67b elementor-widget elementor-widget-heading\" data-id=\"2ced67b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Luxury fashion<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6cee9cc elementor-widget elementor-widget-heading\" data-id=\"6cee9cc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Trend monitoring - Retail<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3735bee bullet_point elementor-widget elementor-widget-text-editor\" data-id=\"3735bee\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Understanding market trends to lead a luxury brand\u2019s decisions on their future collections.<\/p><ul><li>Data collection of social media images from key fashion influencers<\/li><li>Product recognition to segment and classify them<\/li><li>Features analysis to further add metadata to the products<\/li><li>Dataset analysis to ensure data homogeneity<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a02e6c elementor-align-center elementor-widget elementor-widget-button\" data-id=\"0a02e6c\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.ingedata.ai\/trend-monitoring\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">READ MORE<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\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-acbba3d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"acbba3d\" data-element_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-7c79234\" data-id=\"7c79234\" data-element_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-a0d626e elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"a0d626e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/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-9fc073b elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"9fc073b\" data-element_type=\"section\" id=\"reassurance_bloc\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&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-0610605\" data-id=\"0610605\" data-element_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-ae31fe6 elementor-widget elementor-widget-Widget_ReassuranceV3\n\t\t\" data-id=\"ae31fe6\" data-element_type=\"widget\" data-widget_type=\"Widget_ReassuranceV3\n\t\t.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"row\">\n\t\t\t<div class=\"ressurance_top\">\n\t\t\t\t<h3>Why trust us?<\/h3>\n\t\t\t\t<p><p>With more than 100 projects, our know-how in production management and quality assurance is based on proven methodologies in the most demanding industries.<\/p><\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"row m-0 ressurance_slick\">\n\t\t\t\t\t\t<div class=\"clearfix col-md-3 ressurancev3\" id=\"ressurance\">\n\t\t\t\t<div class=\"ressurance_content v3\">\n\t\t\t\t\t<div class=\"icon_bloc\">  \n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/Confidentiality-FLYO-png.png\">\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"text_bloc\">\n\t\t\t\t\t\t<span>Confidentiality<\/span>\n\t\t\t\t\t\t<div class=\"ressurance-toggle-text v3\"><p>At Ingedata, your projects are designed and built in-house, from our secure production centers.<\/p><p>Control the confidentiality of your data by always knowing where and to whom you are sending your data.<\/p><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div> \n\t\t\t\t\t\t\t\t<div class=\"clearfix col-md-3 ressurancev3\" id=\"ressurance\">\n\t\t\t\t<div class=\"ressurance_content v3\">\n\t\t\t\t\t<div class=\"icon_bloc\">  \n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/Specific-teams-Flyo-png.png\">\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"text_bloc\">\n\t\t\t\t\t\t<span>Dedicated teams<\/span>\n\t\t\t\t\t\t<div class=\"ressurance-toggle-text v3\"><p>Ingedata's annotators have a bachelor's degree, an engineering degree or a doctorate in your field.<\/p><p>All our teams work from our production centers and adapt the preparation of the data to your requirements.<\/p><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div> \n\t\t\t\t\t\t\t\t<div class=\"clearfix col-md-3 ressurancev3\" id=\"ressurance\">\n\t\t\t\t<div class=\"ressurance_content v3\">\n\t\t\t\t\t<div class=\"icon_bloc\">  \n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ingedata.ai\/wp-content\/uploads\/2022\/01\/Datasets-specific-20-01-22.png\">\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"text_bloc\">\n\t\t\t\t\t\t<span>Datasets specific<\/span>\n\t\t\t\t\t\t<div class=\"ressurance-toggle-text v3\"><p>We collect, enrich and categorize your data, manage borderline cases to build you own datasets.<\/p><p>Accelerate the optimization of your algorithm using data prepared just for you.<\/p><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div> \n\t\t\t\t\t\t\t\t<div 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They are continuously trained to produce rigorously reliable data for ever more efficient models. 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