{"id":9235,"date":"2026-08-10T10:05:09","date_gmt":"2026-08-10T10:05:09","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-yolov12-custom-object-detection-tracking-webapps-2025-2\/"},"modified":"2026-08-10T10:05:09","modified_gmt":"2026-08-10T10:05:09","slug":"udemy-yolov12-custom-object-detection-tracking-webapps-2025-2","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-yolov12-custom-object-detection-tracking-webapps-2025-2\/","title":{"rendered":"Udemy \u2013 YOLOv12: Custom Object Detection, Tracking &#038; WebApps 2025-2"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\">Description<\/h2>\n<p dir=\"ltr\">YOLOv12: Custom Object Detection, Tracking &amp; WebApps is an in-depth YOLOv12 course published by Udemy Online Academy. This course provides an in-depth look at YOLOv12, focusing on custom object detection, tracking, and deployment of AI models in web applications. The course covers model preparation, dataset preparation, and fine-tuning YOLOv12 for specific use cases. Students will learn how to implement real-time object detection, integrate AI models with Python and OpenCV, and optimize performance on edge devices.<\/p>\n<p dir=\"ltr\">YOLOv12 is the latest advanced computer vision model architecture that outperforms previous versions in terms of speed and accuracy. Building on the advances in previous YOLO models, YOLOv12 introduces significant architectural and training improvements, making it a versatile tool for a variety of computer vision tasks. The course is divided into several sections that cover everything from YOLOv12 basics to advanced applications. The course also explores deploying trained models using Flask and FastAPI, integrating with cloud platforms, and building interactive web applications for AI-based detection. By the end, learners will have hands-on experience developing, optimizing, and deploying YOLOv12-based solutions for a variety of real-world applications.<\/p>\n<h3 dir=\"ltr\">What you will learn in YOLOv12: Custom Object Detection, Tracking &amp; WebApps:<\/h3>\n<ul dir=\"ltr\">\n<li>YOLOv12 Architecture and How It Actually Works<\/li>\n<li>What is Non-Maximum Suppression and Average Average Accuracy?<\/li>\n<li>How to Use YOLOv12 for Object Detection<\/li>\n<li>Evaluate the Performance of YOLOv12 Model on Images, Videos, and on Live Webcam Feed<\/li>\n<li>Blurring Objects with YOLOv12 and OpenCV-Python<\/li>\n<li>Annotating\/Labels Data Using Roboflow<\/li>\n<li>Build a Tennis Analytics System with YOLO, OpenCV, and PyTorch<\/li>\n<li>Train and Fine-Tune YOLOv12 Models on Custom Datasets<\/li>\n<li>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\/yolov12-custom-object-detection-tracking-webapps\/?couponCode=ST11MT170325G2\" target=\"_blank\" rel=\"noopener\"> Udemy <\/a><br \/>Instructors: <a dir=\"ltr\" style=\"text-align: right\" href=\"https:\/\/downloadlynet.ir\/tag\/muhammad-moin\/\" target=\"_blank\" rel=\"noopener\">Muhammad Moin<\/a><br \/>Language: English<br \/>Level: Introductory to Advanced<br \/>Number of Lessons: 41<br \/>Duration: 5 hours<\/p>\n<h3 dir=\"ltr\">Course topics on 2025\/3<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-971657\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/03\/YOLOv12-Custom-Object-Detection-Tracking-WebApps-Co.png\" alt=\"YOLOv12 Custom Object Detection, Tracking &amp; WebApps Content\" width=\"709\" height=\"607\"><\/p>\n<h3 dir=\"ltr\">YOLOv12: Custom Object Detection, Tracking &amp; WebApps Prerequisites<\/h3>\n<p dir=\"ltr\">Mac \/ Windows \/ Linux \u2013 all operating systems work with this course!<\/p>\n<h3 dir=\"ltr\">Pictures<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-971655\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/03\/YOLOv12-Custom-Object-Detection-Tracking-WebApps.png\" alt=\"YOLOv12 Custom Object Detection, Tracking &amp; WebApps\" width=\"699\" height=\"276\"><\/p>\n<p>&nbsp;<\/p>\n<h3 dir=\"ltr\">YOLOv12: Custom Object Detection, Tracking &amp; WebApps 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-158855-1\"><video class=\"wp-video-shortcode\" id=\"video-158855-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/YOLOv12_Custom_Object_Detection_Tracking_WebApps_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/YOLOv12_Custom_Object_Detection_Tracking_WebApps_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/YOLOv12_Custom_Object_Detection_Tracking_WebApps_Downloadly.ir.mp4?nocache=1786114676237\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/YOLOv12_Custom_Object_Detection_Tracking_WebApps_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: 720p<\/p>\n<h3 dir=\"ltr\">Download link<\/h3>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_YOLOv12_Custom_Object_Detection_Tracking_WebApps_2025-2.part1_Downloadly.ir.rar?nocache=1786114675\">Download Part 1 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_YOLOv12_Custom_Object_Detection_Tracking_WebApps_2025-2.part2_Downloadly.ir.rar?nocache=1786114675\">Download Part 2 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_YOLOv12_Custom_Object_Detection_Tracking_WebApps_2025-2.part3_Downloadly.ir.rar?nocache=1786114675\">Download Part 3 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_YOLOv12_Custom_Object_Detection_Tracking_WebApps_2025-2.part4_Downloadly.ir.rar?nocache=1786114675\">Download Part 4 \u2013 763 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\">6.7 GB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description YOLOv12: Custom Object Detection, Tracking &amp; WebApps is an in-depth YOLOv12 course published by Udemy Online Academy. This course provides an in<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[60583,80061,80062,80063,80064,80065,80066,80067,80068],"class_list":["post-9235","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-muhammad-moin","dgi_tag-udemy-yolov12-custom-object-detection-tracking-webapps","dgi_tag-udemy-yolov12-custom-object-detection-tracking-webapps-download","dgi_tag-udemy-yolov12-custom-object-detection-tracking-webapps-free","dgi_tag-udemy-yolov12-custom-object-detection-tracking-webapps-free-download","dgi_tag-yolov12-custom-object-detection-tracking-webapps","dgi_tag-yolov12-custom-object-detection-tracking-webapps-download","dgi_tag-yolov12-custom-object-detection-tracking-webapps-free","dgi_tag-yolov12-custom-object-detection-tracking-webapps-free-download"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/9235","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\/9235\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=9235"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=9235"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=9235"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}