{"id":14709,"date":"2026-08-10T11:17:43","date_gmt":"2026-08-10T11:17:43","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-computer-vision-for-sports-analytics-and-visualization-2025-11\/"},"modified":"2026-08-10T11:17:43","modified_gmt":"2026-08-10T11:17:43","slug":"udemy-computer-vision-for-sports-analytics-and-visualization-2025-11","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-computer-vision-for-sports-analytics-and-visualization-2025-11\/","title":{"rendered":"Udemy \u2013 Computer Vision for Sports: Analytics and Visualization 2025-11"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\">Description<\/h2>\n<p dir=\"ltr\">Computer Vision for Sports: Analytics and Visualization is a course on computer vision and artificial intelligence techniques for analyzing sports performance, tracking player movements, and generating meaningful visual insights from video data, published by Udemy Online Academy. In this comprehensive and hands-on project, you will build a complete, comprehensive tennis analytics system from scratch. We won\u2019t just learn the theory; we will implement a complete pipeline using a cutting-edge technology stack, including Python, Ultralytics YOLOv8, DeepSORT, Grounding DINO, and OpenCV. You will learn how to combine multiple advanced AI models to create a single, coherent application that transforms raw video into actionable data.<\/p>\n<p dir=\"ltr\">Designed for data scientists, AI engineers, sports analysts, and tech enthusiasts, this course covers the complete workflow of extracting information from sports footage using modern computer vision models. Individuals will learn techniques for object recognition, player tracking, state estimation, event detection, performance analysis, and data visualization. By the end of this course, you will not only have a deep understanding of modern computer vision techniques, but also a stunning and valuable project that demonstrates your ability to build real-world AI solutions.<\/p>\n<h3 dir=\"ltr\">What you will learn in Computer Vision for Sports: Analytics and Visualization :<\/h3>\n<ul dir=\"ltr\">\n<li>Build a complete and comprehensive sports analytics system using Python.<\/li>\n<li>&nbsp;Train and implement a YOLOv8 model for high-speed, real-time ball detection<\/li>\n<li>&nbsp;Use Grounding DINO to detect players using text messages (zero shot detection).<\/li>\n<li>&nbsp;Implement DeepSORT to track multiple players and preserve their unique identities.<\/li>\n<li>&nbsp;Master homography with OpenCV to transform the camera view into a top-down 2D map.<\/li>\n<li>&nbsp;Train a custom YOLOv8-Pose model to accurately detect key points on the field.<\/li>\n<li>&nbsp;Visualize player and ball movements on a 2D tactical map for strategic analysis.<\/li>\n<li>&nbsp;Combine multiple AI models into a single, coherent data pipeline.<\/li>\n<li>&nbsp;Develop a valuable project in the exciting field of AI in sports.<\/li>\n<li>&nbsp;Understand the core principles of object detection, tracking, and perspective transformation.<\/li>\n<li>&nbsp;Process and analyze complex video data to extract meaningful insights.<\/li>\n<li>&nbsp;Preparing custom datasets for training advanced computer vision models.<\/li>\n<li>&nbsp;And \u2026<\/li>\n<\/ul>\n<h3 dir=\"ltr\">Course specifications<\/h3>\n<p dir=\"ltr\">Publisher: <a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/computer-vision-for-sports-analytics-and-visualization-2025\/?couponCode=MT260622G3\" target=\"_blank\" rel=\"noopener\"> Udemy <\/a><br \/>Instructors: <a dir=\"ltr\" style=\"text-align: right\" href=\"https:\/\/downloadly.net\/tag\/neuralearn-dot-ai\/\">Neuralearn Dot AI<\/a><br \/>Language: English<br \/>Level: Introductory to Advanced<br \/>Number of Lessons: 21<br \/>Duration: 2 hours and 45 minutes<\/p>\n<h3 dir=\"ltr\">Course topics<\/h3>\n<h3><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1040401\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/06\/Computer-Vision-for-Sports-Analytics-and-Visualization-Co.png\" alt=\"Computer Vision for Sports: Analytics and Visualization Content\" width=\"923\" height=\"528\"><\/h3>\n<h3 dir=\"ltr\">Computer Vision for Sports: Analytics and Visualization Prerequisites<\/h3>\n<p dir=\"ltr\">Basic Python Programming Skills<br \/>Fundamental Understanding of Machine Learning<br \/>Basic Deep Learning Concepts<br \/>Experience with Jupyter Notebooks or Google Colab<br \/>Familiarity with data science and computer vision libraries<\/p>\n<h3 dir=\"ltr\">Pictures<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1040402\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/06\/Computer-Vision-for-Sports-Analytics-and-Visualization-.png\" alt=\"Computer Vision for Sports: Analytics and Visualization\" width=\"923\" height=\"365\"><\/p>\n<h3 dir=\"ltr\">Computer Vision for Sports: Analytics and Visualization introduction video<\/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-196121-1\"><video class=\"wp-video-shortcode\" id=\"video-196121-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Computer_Vision_for_Sports_Analytics_and_Visualization_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Computer_Vision_for_Sports_Analytics_and_Visualization_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Computer_Vision_for_Sports_Analytics_and_Visualization_Downloadly.ir.mp4?nocache=1786178756544\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Computer_Vision_for_Sports_Analytics_and_Visualization_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<h3 dir=\"ltr\"><span class=\"notranslate\">Installation guide<\/span><\/h3>\n<p dir=\"ltr\">After Extract, watch with your favorite Player.<\/p>\n<p dir=\"ltr\">Subtitle: None<\/p>\n<p dir=\"ltr\">Quality: 1080p<\/p>\n<h3 dir=\"ltr\">Downloadly link<\/h3>\n<p dir=\"ltr\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Computer_Vision_for_Sports_Analytics_and_Visualization_2025-11.part1_Downloadly.ir.rar?nocache=1786178755\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Computer_Vision_for_Sports_Analytics_and_Visualization_2025-11.part2_Downloadly.ir.rar?nocache=1786178755\">Download Part 2 \u2013 904 MB<\/a><\/p>\n<h3 dir=\"ltr\">Rapidgator link<\/h3>\n<p dir=\"ltr\"><a href=\"https:\/\/rapidgator.net\/file\/cedea201b6a7cfbf5e32e162fd5012d6\/Udemy_Computer_Vision_for_Sports_Analytics_and_Visualization_2025-11.part1_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/rapidgator.net\/file\/1947c23108b8266abc66afa57a0ff1a4\/Udemy_Computer_Vision_for_Sports_Analytics_and_Visualization_2025-11.part2_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 904 MB<\/a><\/p>\n<h5 dir=\"ltr\">File password (s): <a>www.downloadly.ir<\/a><\/h5>\n<h3 dir=\"ltr\">Size<\/h3>\n<p dir=\"ltr\">1.9 GB<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Computer Vision for Sports: Analytics and Visualization is a course on computer vision and artificial intelligence techniques for analyzing sports p<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[119765,119766,119767,119768,72273,119769,119770,119771,119772,119773],"class_list":["post-14709","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-computer-vision-for-sports-analytics-and-visualization","dgi_tag-computer-vision-for-sports-analytics-and-visualization-download","dgi_tag-computer-vision-for-sports-analytics-and-visualization-free","dgi_tag-computer-vision-for-sports-analytics-and-visualization-free-download","dgi_tag-neuralearn-dot-ai","dgi_tag-udemy-computer-vision-for-sports-analytics-and-visualization","dgi_tag-udemy-computer-vision-for-sports-analytics-and-visualization-download","dgi_tag-udemy-computer-vision-for-sports-analytics-and-visualization-english","dgi_tag-udemy-computer-vision-for-sports-analytics-and-visualization-free","dgi_tag-udemy-computer-vision-for-sports-analytics-and-visualization-free-download"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/14709","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\/14709\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=14709"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=14709"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=14709"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}