{"id":1951,"date":"2025-06-03T17:49:22","date_gmt":"2025-06-03T17:49:22","guid":{"rendered":"https:\/\/yagmurtech.in\/?page_id=1951"},"modified":"2025-06-03T18:39:26","modified_gmt":"2025-06-03T18:39:26","slug":"lidar-annotation-2","status":"publish","type":"page","link":"https:\/\/yagmurtech.in\/index.php\/annotation\/lidar-annotation-2\/","title":{"rendered":"LiDAR Annotation"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1951\" class=\"elementor elementor-1951\" data-elementor-settings=\"{&quot;element_pack_global_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6ca68d7 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"6ca68d7\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-066e028\" data-id=\"066e028\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-a2da859\" data-id=\"a2da859\" 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-880f745 elementor-widget elementor-widget-heading\" data-id=\"880f745\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3D LiDAR Annotation<\/h2>\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-33 elementor-top-column elementor-element elementor-element-a1c1b45\" data-id=\"a1c1b45\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-aea45d3 elementor-reverse-mobile elementor-reverse-tablet elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"aea45d3\" 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-4bda14d\" data-id=\"4bda14d\" 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-b916f6b elementor-widget elementor-widget-heading\" data-id=\"b916f6b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3D LiDAR Annotation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e87a5b elementor-widget elementor-widget-text-editor\" data-id=\"2e87a5b\" 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\t\t<p>3D LiDAR annotation (Light Detection and Ranging) enables you to label, visualize and associate objects across 3D point clouds for all types of LiDARs. Autonomous vehicles drones and agriculture all use this technique.<\/p><p>LiDAR annotation is one of the most important services required for Autonomous Vehicles. Fully automated vehicles utilize LiDAR extensively as they require large amounts of datasets to label. Data Labeling is an important aspect of deep learning, because it involves the labeling of a large volume of data. We offer you 3D LiDAR annotation support service in three different formats, in addition to the expertise that we have in line annotation, image annotation and video annotation.<\/p>\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-ff23f69 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ff23f69\" 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-a480274\" data-id=\"a480274\" 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-957c817 elementor-widget elementor-widget-heading\" data-id=\"957c817\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3D Point Cloud Annotation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99c19c1 elementor-widget elementor-widget-text-editor\" data-id=\"99c19c1\" 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\t\t<p>LiDAR sensors understand 3D point clouds by marking each point on an object, enabling the identification of precise objects in both outdoor and indoor environments. A lcm object can be annotated with 3D box annotations by defining each point on the object.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ecadff7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ecadff7\" 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-inner-column elementor-element elementor-element-c2e2fa2\" data-id=\"c2e2fa2\" 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-8ee4d4c elementor-widget elementor-widget-bdt-interactive-card\" data-id=\"8ee4d4c\" data-element_type=\"widget\" data-widget_type=\"bdt-interactive-card.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"bdt-interactive-card bdt-interactive-card-default\">\n\n            <div class=\"bdt-grid bdt-grid-collapse bdt-card-effect-top\">\n\n                <div class=\"bdt-width-1-1\">\n                            <div class=\"bdt-position-relative\">\n                                        <div class=\"bdt-image-hover-effect bdt-interactive-card-image\">\n                <div class=\"bdt-position-relative\">\n                    <img fetchpriority=\"high\" decoding=\"async\" width=\"450\" height=\"299\" src=\"https:\/\/yagmurtech.in\/wp-content\/uploads\/2025\/06\/3d-lidar.jpg\" class=\"attachment-full size-full\" alt=\"3D LiDar Annotation For Vehicles\" srcset=\"https:\/\/yagmurtech.in\/wp-content\/uploads\/2025\/06\/3d-lidar.jpg 450w, https:\/\/yagmurtech.in\/wp-content\/uploads\/2025\/06\/3d-lidar-300x199.jpg 300w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/>                <\/div>\n            <\/div>\n                    <\/div>\n                        <\/div>\n\n                <div class=\"bdt-width-1-1\">\n                    <div class=\"bdt-interactive-card-content\">\n                                \n                    <h3 class=\"bdt-interactive-card-title\">\n            <span >\n                3D LiDar Annotation For Vehicles            <\/span>\n            <\/h3>\n        \n        \n                                    <\/div>\n                <\/div>\n\n            <\/div>\n\n        <\/div>\n\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-dfb2974\" data-id=\"dfb2974\" 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-4aa8c1a elementor-widget elementor-widget-bdt-interactive-card\" data-id=\"4aa8c1a\" data-element_type=\"widget\" data-widget_type=\"bdt-interactive-card.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"bdt-interactive-card bdt-interactive-card-default\">\n\n            <div class=\"bdt-grid bdt-grid-collapse bdt-card-effect-top\">\n\n                <div class=\"bdt-width-1-1\">\n                            <div class=\"bdt-position-relative\">\n                                        <div class=\"bdt-image-hover-effect bdt-interactive-card-image\">\n                <div class=\"bdt-position-relative\">\n                    <img decoding=\"async\" width=\"450\" height=\"299\" src=\"https:\/\/yagmurtech.in\/wp-content\/uploads\/2025\/06\/3d-pointcloud.jpg\" class=\"attachment-full size-full\" alt=\"3D Point Cloud Annotation For LiDAR\" srcset=\"https:\/\/yagmurtech.in\/wp-content\/uploads\/2025\/06\/3d-pointcloud.jpg 450w, https:\/\/yagmurtech.in\/wp-content\/uploads\/2025\/06\/3d-pointcloud-300x199.jpg 300w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/>                <\/div>\n            <\/div>\n                    <\/div>\n                        <\/div>\n\n                <div class=\"bdt-width-1-1\">\n                    <div class=\"bdt-interactive-card-content\">\n                                \n                    <h3 class=\"bdt-interactive-card-title\">\n            <span >\n                3D Point Cloud Annotation For LiDAR            <\/span>\n            <\/h3>\n        \n        \n                                    <\/div>\n                <\/div>\n\n            <\/div>\n\n        <\/div>\n\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\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-a65cf71 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a65cf71\" 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-21e563c\" data-id=\"21e563c\" 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-4e76499 elementor-widget elementor-widget-heading\" data-id=\"4e76499\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Applications of 3D Point Cloud &amp; LiDar Annotation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-425de8f elementor-widget elementor-widget-heading\" data-id=\"425de8f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">3D LiDAR Semantic Segmentation<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e8a3b71 elementor-widget elementor-widget-text-editor\" data-id=\"e8a3b71\" 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\t\t<p>With the help of point cloud semantic segmentation, any object can be analyzed for its additional attributes, which can assist the learning processes. A 3D point cloud map can be used to distinguish different types of lanes efficiently, which is highly useful for self-driving cars. The differentiation will enable them to provide the roads with highly precise 3D modelling, allowing them to provide safer and more accurate driving directions.<\/p>\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-43a5a47 elementor-widget elementor-widget-heading\" data-id=\"43a5a47\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">3D LiDAR To Annotate 3D Boxes<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1753288 elementor-widget elementor-widget-text-editor\" data-id=\"1753288\" 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\t\t<p>At Yagmur Tech, we use the tool of 3D point cloud labeling, such as the roll, yaw, pitch, and heading angles, to detect the objects and tracks efficiently and precisely. Using this tool, you can label a variety of objects much more effectively, thus upgrading the level of your models.<\/p>\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-73f918a elementor-widget elementor-widget-heading\" data-id=\"73f918a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Lane Detection Using 3D LiDAR<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b984ba2 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"b984ba2\" 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\t\t<p>A road lane can be detected and the objects tracked within the frame, enabling the labeling of moving objects across multiple frames. Interactive annotation using semi-automated processes can be used to label any 3D object in just one click.<\/p><p>To make the process of labeling much quicker, our team will utilize advanced annotation tools including linear interpolation and various other advanced tools.<\/p>\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-56c75c8 elementor-widget elementor-widget-heading\" data-id=\"56c75c8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Outsource 3D LiDAR Annotations to Yagmur Tech<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce06418 elementor-widget elementor-widget-text-editor\" data-id=\"ce06418\" 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\t\t<p>Using machine learning, annotation service support manages the most complex workflows associated with selecting data, annotation and modeling. We deliver quality point cloud annotation, 2D mapping, 3D object tagging, and semantic segmentation of point clouds with our experienced annotators. In addition, annotation support helps improve the quality and security of the model provided by the whole machine learning process.<\/p>\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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>3D LiDAR Annotation 3D LiDAR Annotation 3D LiDAR annotation (Light Detection and Ranging) enables you to label, visualize and associate objects across 3D point clouds for all types of LiDARs. Autonomous vehicles drones and agriculture all use this technique. LiDAR annotation is one of the most important services required for Autonomous Vehicles. Fully automated vehicles [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1592,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/pagebuilder.php","meta":{"zakra_sidebar_layout":"stretched","zakra_remove_content_margin":false,"zakra_sidebar":"customizer","zakra_transparent_header":"1","zakra_logo":0,"zakra_main_header_style":"default","zakra_menu_item_color":"","zakra_menu_item_hover_color":"","zakra_menu_item_active_color":"","zakra_menu_active_style":"","zakra_page_header":false,"_regular_price":[],"currency_symbol":[],"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-1951","page","type-page","status-publish","hentry"],"aioseo_notices":[],"post_slider_layout_featured_media_urls":{"thumbnail":"","post_slider_layout_landscape_large":"","post_slider_layout_portrait_large":"","post_slider_layout_square_large":"","post_slider_layout_landscape":"","post_slider_layout_portrait":"","post_slider_layout_square":"","full":""},"_links":{"self":[{"href":"https:\/\/yagmurtech.in\/index.php\/wp-json\/wp\/v2\/pages\/1951","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yagmurtech.in\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/yagmurtech.in\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/yagmurtech.in\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yagmurtech.in\/index.php\/wp-json\/wp\/v2\/comments?post=1951"}],"version-history":[{"count":28,"href":"https:\/\/yagmurtech.in\/index.php\/wp-json\/wp\/v2\/pages\/1951\/revisions"}],"predecessor-version":[{"id":1981,"href":"https:\/\/yagmurtech.in\/index.php\/wp-json\/wp\/v2\/pages\/1951\/revisions\/1981"}],"up":[{"embeddable":true,"href":"https:\/\/yagmurtech.in\/index.php\/wp-json\/wp\/v2\/pages\/1592"}],"wp:attachment":[{"href":"https:\/\/yagmurtech.in\/index.php\/wp-json\/wp\/v2\/media?parent=1951"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}