{"id":4111,"date":"2026-08-10T09:10:23","date_gmt":"2026-08-10T09:10:23","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-automotive-camera-apply-computer-vision-deep-learning-1-2022-12\/"},"modified":"2026-08-10T09:10:23","modified_gmt":"2026-08-10T09:10:23","slug":"udemy-automotive-camera-apply-computer-vision-deep-learning-1-2022-12","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-automotive-camera-apply-computer-vision-deep-learning-1-2022-12\/","title":{"rendered":"Udemy \u2013 Automotive Camera [Apply Computer vision, Deep learning] \u2013 1 2022-12"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"7:1-7:202\"><span style=\"vertical-align: inherit\">Automotive Camera Course [Apply Computer vision Deep learning] \u2013 1. Understanding the environment is a vital and important step in the development of advanced driver assistance systems (ADAS) as well as automated driving. The main sensors that are widely adopted and used include radar, camera, lidar and ultrasonic. This course focuses on the camera sensor. In particular, with the advancement of deep learning along with computer vision, the algorithm development approach in the camera field has changed dramatically in recent years. Many new students as well as people from other disciplines want to learn about this technology because it offers great prospects for development and the job market. There are also many training courses to teach some of the topics of this development piecemeal and with the aim of teaching only one specific concept. In such a situation, even if one knows how a certain concept works, it is difficult to turn it into a software module and also to develop a complete software from start to finish that is really in demand in companies.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"17:1-17:97\"><span style=\"vertical-align: inherit\">What you will learn in Automotive Camera [Apply Computer vision, Deep learning]-1 course:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"19:1-29:0\">\n<li data-sourcepos=\"19:1-19:60\"><span style=\"vertical-align: inherit\">Basics of Advanced Driver Assistance Systems (ADAS) and Automated Driving<\/span><\/li>\n<li data-sourcepos=\"20:1-20:36\"><span style=\"vertical-align: inherit\">Understanding the need and role of cameras in ADAS and AD<\/span><\/li>\n<li data-sourcepos=\"21:1-21:36\"><span style=\"vertical-align: inherit\">Understanding different terms related to camera<\/span><\/li>\n<li data-sourcepos=\"22:1-22:80\"><span style=\"vertical-align: inherit\">Camera pinhole model, concept of perspective prediction and derivation of homogeneous equations for camera<\/span><\/li>\n<li data-sourcepos=\"23:1-23:48\"><span style=\"vertical-align: inherit\">External and internal camera calibration matrix concepts<\/span><\/li>\n<li data-sourcepos=\"24:1-24:57\"><span style=\"vertical-align: inherit\">Brief introduction to internal and external camera calibration process<\/span><\/li>\n<li data-sourcepos=\"25:1-25:42\"><span style=\"vertical-align: inherit\">Concepts of image classification and image localization<\/span><\/li>\n<li data-sourcepos=\"26:1-26:92\"><span style=\"vertical-align: inherit\">Object recognition concepts including advanced models \u2013 R-CNN, Fast R-CNN, Faster R-CNN, YOLOv3 and SSD<\/span><\/li>\n<li data-sourcepos=\"27:1-27:57\"><span style=\"vertical-align: inherit\">Image segmentation, sample and semantic classification and Mask R-CNN<\/span><\/li>\n<li data-sourcepos=\"28:1-29:0\"><span style=\"vertical-align: inherit\">Concept of multi-object tracking, Kalman filter, data communication and how to perform MOT for camera images<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"30:1-30:31\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"32:1-34:0\">\n<li data-sourcepos=\"32:1-32:76\"><span style=\"vertical-align: inherit\">Interested in camera algorithm development and fundamentals \u2013 especially cameras for ADAS \/ AD<\/span><\/li>\n<li data-sourcepos=\"33:1-34:0\"><span style=\"vertical-align: inherit\">Students, researchers, hobbyists, etc. who want to learn<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Specifications of the Automotive Camera course [Apply Computer vision, Deep learning] \u2013 1<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/camera-algorithm-development-course-1\/?couponCode=ST16MT70224\" target=\"_blank\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer:&nbsp; <\/span><a class=\"ud-btn ud-btn-large ud-btn-link ud-heading-md ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/suchit-kr\/\" data-position=\"1\"><span style=\"vertical-align: inherit\">Suchit Kr<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 8 hours and 33 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 39<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course topics on 11\/2023<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-910980 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/07\/Automotive-Camera-Apply-Computer-vision-Deep-learning-1-1.jpg\" alt=\"Automotive Camera [Apply Computer vision, Deep learning] - 1\" width=\"883\" height=\"471\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course prerequisites<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Working computer with Internet<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Basics of computer vision and deep learning<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Basic mathematics \u2013 matrix, vectors, probability, transformations, etc.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">motivation to learn actively<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-910981 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/07\/Automotive-Camera-Apply-Computer-vision-Deep-learning-1.jpg\" alt=\"Automotive Camera [Apply Computer vision, Deep learning] - 1\" width=\"866\" height=\"357\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Sample video of the course<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-130493-1\"><video class=\"wp-video-shortcode\" id=\"video-130493-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Automotive_Camera_Apply_Computer_vision_Deep_learning-1_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Automotive_Camera_Apply_Computer_vision_Deep_learning-1_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Automotive_Camera_Apply_Computer_vision_Deep_learning-1_Downloadly.ir.mp4?nocache=1786100372381\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Automotive_Camera_Apply_Computer_vision_Deep_learning-1_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div dir=\"ltr\" style=\"text-align: left\">\n<h3><span style=\"vertical-align: inherit\">Installation guide<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">After Extract, view with your favorite Player.<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">English subtitle<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">download link<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Automotive_Camera_Apply_Computer_vision_Deep_learning-1_2022-4.part1_Downloadly.ir.rar?nocache=1786100370\"><span style=\"vertical-align: inherit\">Download part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Automotive_Camera_Apply_Computer_vision_Deep_learning-1_2022-4.part2_Downloadly.ir.rar?nocache=1786100370\"><span style=\"vertical-align: inherit\">Download part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Automotive_Camera_Apply_Computer_vision_Deep_learning-1_2022-4.part3_Downloadly.ir.rar?nocache=1786100370\"><span style=\"vertical-align: inherit\">Download part 3 \u2013 658 MB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">2.6 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Automotive Camera Course [Apply Computer vision Deep learning] \u2013 1. Understanding the environment is a vital and important step in the development o<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[44806,44807,44808,44809,44810,44811],"class_list":["post-4111","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-automotive-camera-apply-computer-vision-deep-learning-1","dgi_tag-download-automotive-camera-apply-computer-vision-deep-learning-1","dgi_tag-download-course-automotive-camera-apply-computer-vision-deep-learning-1","dgi_tag-free-automotive-camera-apply-computer-vision-deep-learning-1","dgi_tag-free-download-automotive-camera-apply-computer-vision-deep-learning-1","dgi_tag-suchit-kr"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/4111","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/4111\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=4111"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=4111"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=4111"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}