{"id":9567,"date":"2026-08-10T10:08:52","date_gmt":"2026-08-10T10:08:52","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-yolov8-video-object-detection-with-python-on-custom-dataset-2024-3\/"},"modified":"2026-08-10T10:08:52","modified_gmt":"2026-08-10T10:08:52","slug":"udemy-yolov8-video-object-detection-with-python-on-custom-dataset-2024-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-yolov8-video-object-detection-with-python-on-custom-dataset-2024-3\/","title":{"rendered":"Udemy \u2013 YOLOv8: Video Object Detection with Python on Custom Dataset 2024-3"},"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\"><span style=\"vertical-align: inherit\">YOLOv8: Video Object Detection with Python on Custom Dataset Course. This comprehensive course teaches you how to use the advanced YOLOv8 model to detect objects in videos with Python. YOLOv8, which stands for \u201cYou Only Look Once,\u201d is a deep convolutional neural network known for its speed and accuracy in processing images and videos. In this course, you will learn the basic concepts of object detection, the YOLOv8 architecture, and how to implement it on custom data. First, you will get an overview of the history of YOLO models and the differences between its different versions, then you will learn how to set up a development environment, prepare your data, and train the model. The course covers topics such as tuning model parameters, evaluating performance, testing on real videos, and methods for optimizing results. You will also learn how to apply the trained model to practical projects such as video surveillance, sports motion analysis, and autonomous systems. By completing practical projects throughout the course, you will gain the skills needed to use YOLOv8 in real-world applications. This course is designed for developers, AI engineers, and image and video processing enthusiasts, and requires a basic understanding of Python and machine learning. By the end of the course, you will be able to develop highly accurate object recognition systems and implement them in various projects.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"45:1-45:99\"><span style=\"vertical-align: inherit\">What you will learn in the YOLOv8: Video Object Detection with Python on Custom Dataset course:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li data-sourcepos=\"47:4-47:55\"><span style=\"vertical-align: inherit\">YOLOv8 for real-time video object recognition with Python<\/span><\/li>\n<li data-sourcepos=\"49:4-49:76\"><span style=\"vertical-align: inherit\">Learn, test YOLO8 on custom datasets, and deploy it in your own projects.<\/span><\/li>\n<li data-sourcepos=\"51:4-51:51\"><span style=\"vertical-align: inherit\">Identifying football, players, and referees in movies with Python<\/span><\/li>\n<li data-sourcepos=\"53:4-53:77\"><span style=\"vertical-align: inherit\">Vehicle detection (ambulance, bus, car, motorcycle, truck) in videos<\/span><\/li>\n<li data-sourcepos=\"55:4-55:46\"><span style=\"vertical-align: inherit\">What is YOLO and how does it work for object recognition?<\/span><\/li>\n<li data-sourcepos=\"57:4-57:74\"><span style=\"vertical-align: inherit\">YOLO family overview (YOLO2, YOLO3, YOLO4, YOLO5, YOLO6, YOLO7, YOLO8)<\/span><\/li>\n<li data-sourcepos=\"59:4-59:46\"><span style=\"vertical-align: inherit\">Overview of CNN, RCNN, Fast RCNN and Faster RCNN<\/span><\/li>\n<li data-sourcepos=\"61:4-61:69\"><span style=\"vertical-align: inherit\">Configuring a custom soccer player dataset for object recognition in movies<\/span><\/li>\n<li data-sourcepos=\"63:4-63:67\"><span style=\"vertical-align: inherit\">Configure a custom vehicle dataset for object detection in videos<\/span><\/li>\n<li data-sourcepos=\"65:4-65:49\"><span style=\"vertical-align: inherit\">YOLOv8 Ultralytics and its HyperParameter Settings<\/span><\/li>\n<li data-sourcepos=\"67:4-67:48\"><span style=\"vertical-align: inherit\">YOLOv8 training for player, referee and football recognition<\/span><\/li>\n<li data-sourcepos=\"69:4-69:84\"><span style=\"vertical-align: inherit\">Training YOLOv8 for vehicle detection (ambulance, bus, car, motorcycle, truck)<\/span><\/li>\n<li data-sourcepos=\"71:4-71:53\"><span style=\"vertical-align: inherit\">Testing trained YOLOv8 models on videos and images<\/span><\/li>\n<li data-sourcepos=\"73:4-73:53\"><span style=\"vertical-align: inherit\">Deploying YOLOv8: Export the model to the required format<\/span><\/li>\n<li data-sourcepos=\"75:4-75:38\"><span style=\"vertical-align: inherit\">What are the performance metrics for object recognition?<\/span><\/li>\n<li data-sourcepos=\"77:4-77:73\"><span style=\"vertical-align: inherit\">Calculation of performance metrics (Precision, Recall, Mean Average Precision mAP)<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"79:1-79:33\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li data-sourcepos=\"81:4-81:149\"><span style=\"vertical-align: inherit\">This course is designed for computer vision enthusiasts, machine learning and deep learning specialists who want to delve into the world of video object recognition.<\/span><\/li>\n<li data-sourcepos=\"83:4-83:221\"><span style=\"vertical-align: inherit\">Whether you\u2019re a beginner looking to build a strong foundation in object recognition or an experienced expert looking to enhance your skills, this course provides valuable insights and hands-on experience with YOLOv8, an advanced object recognition algorithm.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course details YOLOv8: Video Object Detection with Python on Custom Dataset<\/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\/yolo-video-object-detection-with-python\/?couponCode=LEARNNOWPLANSGB\" target=\"_blank\" rel=\"noopener\"><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-medium ud-btn-link ud-heading-sm ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/dr-mazhar-hussain\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Dr. Mazhar Hussain<\/span><\/span><\/a><span style=\"vertical-align: inherit\"> , <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/ai-computer-science-school\/\"><span style=\"vertical-align: inherit\">AI &amp; Computer Science School<\/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: 3 hours and 5 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 43<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course syllabus in 2025\/2<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-975488 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/04\/YOLOv8-Video-Object-Detection-with-Python-on-Custom-Dataset-1.png\" alt=\"YOLOv8: Video Object Detection with Python on Custom Dataset\" width=\"879\" height=\"1108\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites for the YOLOv8: Video Object Detection with Python on Custom Dataset course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">A Google Gmail account is required to get started with Google Colab to write Python Code<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Python programming experience is an advantage but not required<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-975489 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/04\/YOLOv8-Video-Object-Detection-with-Python-on-Custom-Dataset.png\" alt=\"YOLOv8: Video Object Detection with Python on Custom Dataset\" width=\"872\" height=\"398\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Sample course video<\/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-160699-1\"><video class=\"wp-video-shortcode\" id=\"video-160699-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/YOLOv8_Video_Object_Detection_with_Python_on_Custom_Dataset_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/YOLOv8_Video_Object_Detection_with_Python_on_Custom_Dataset_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/YOLOv8_Video_Object_Detection_with_Python_on_Custom_Dataset_Downloadly.ir.mp4?nocache=1786115862084\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/YOLOv8_Video_Object_Detection_with_Python_on_Custom_Dataset_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\">Subtitles: English<\/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:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_YOLOv8_Video_Object_Detection_with_Python_on_Custom_Dataset_2024-3.part1_Downloadly.ir.rar?nocache=1786115861\"><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:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_YOLOv8_Video_Object_Detection_with_Python_on_Custom_Dataset_2024-3.part2_Downloadly.ir.rar?nocache=1786115861\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 960 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\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">1.9 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description YOLOv8: Video Object Detection with Python on Custom Dataset Course. This comprehensive course teaches you how to use the advanced YOLOv8 model to d<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[45723,82411,82412,82413,45725,82414,82415],"class_list":["post-9567","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-ai-computer-science-school","dgi_tag-course-yolov8-video-object-detection-with-python-on-custom-dataset","dgi_tag-download-course-yolov8-video-object-detection-with-python-on-custom-dataset","dgi_tag-download-yolov8-video-object-detection-with-python-on-custom-dataset","dgi_tag-dr-mazhar-hussain","dgi_tag-free-download-yolov8-video-object-detection-with-python-on-custom-dataset","dgi_tag-free-yolov8-video-object-detection-with-python-on-custom-dataset"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/9567","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\/9567\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=9567"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=9567"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=9567"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}