{"id":11555,"date":"2026-08-10T10:33:46","date_gmt":"2026-08-10T10:33:46","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-yolov8-yolo11-custom-object-detection-web-apps-2025-2024-11\/"},"modified":"2026-08-10T10:33:46","modified_gmt":"2026-08-10T10:33:46","slug":"udemy-yolov8-yolo11-custom-object-detection-web-apps-2025-2024-11","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-yolov8-yolo11-custom-object-detection-web-apps-2025-2024-11\/","title":{"rendered":"Udemy \u2013 YOLOv8 &#038; YOLO11: Custom Object Detection &#038; Web Apps 2025 2024-11"},"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 &amp; YOLO11: Custom Object Detection &amp; Web Apps 2025. This course focuses on training advanced YOLOv8 and YOLO11 models for object detection, pattern segmentation, and building web applications. With architectural and training improvements, these models offer high-performance capabilities in computer vision tasks such as object detection, segmentation, state estimation, and license plate recognition. The first part covers the basics of convolutional neural networks and RCNN models up to YOLOv8, then covers running the model on Windows and Google Colab, preparing custom datasets such as pothole and personal protective equipment (PPE) detection, and projects such as multi-object tracking with DeepSORT, traffic analysis, and pothole segmentation. It also covers integrating YOLOv8 with Flask to build web applications. The second part is dedicated to YOLO11, which includes new features, model evaluation, training on custom datasets, and projects such as advanced interception with Bot-SORT and ByteTrack. Finally, integrating YOLO11 with Flask and Streamlit for web application development is covered. This course is designed for those interested in computer vision and intelligent application development.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">An introduction to YOLO and the basics of YOLOv8.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">How to run YOLOv8 programs for object detection, segmentation, and classification.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Finding suitable datasets and annotating\/labeling the data.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training and fine-tuning the YOLOv8 model for custom projects.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Visualizing the performance of multi-object training and tracking with YOLOv8.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Carrying out numerous and advanced projects such as pothole detection, personal protective equipment, traffic analysis, and license plate recognition.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Integrating YOLOv8 with Flask for building web applications.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Familiarity with YOLO11 features and its applications in object detection, segmentation, state estimation, and image classification.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training and fine-tuning YOLO11 models on custom datasets.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Developing Streamlit applications for object recognition with YOLO11.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Are interested in computer vision.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">They study computer vision and want to know how to use YOLO for object detection, sample segmentation, state estimation, and image classification.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">They plan to build deep learning applications using computer vision.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course Details YOLOv8 &amp; YOLO11: Custom Object Detection &amp; Web Apps 2025<\/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\/yolov8-the-ultimate-course-for-object-detection-tracking\/?couponCode=MT40825C\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor:&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\/muhammad-moin\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Muhammad Moin<\/span><\/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: 17 hours and 6 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 56<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course syllabus in 2025\/6<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-998537 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/08\/YOLOv8-YOLO11-Custom-Object-Detection-Web-Apps-2025-1.png\" alt=\"YOLOv8 &amp; YOLO11: Custom Object Detection &amp; Web Apps 2025\" width=\"879\" height=\"1371\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course Prerequisites for YOLOv8 &amp; YOLO11: Custom Object Detection &amp; Web Apps 2025<\/span><\/h3>\n<div class=\"ud-block-list-item ud-block-list-item-small ud-block-list-item-tight ud-block-list-item-neutral ud-text-sm\" dir=\"ltr\" style=\"text-align: left\">\n<ul>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Mac \/ Windows \/ Linux \u2013 all operating systems work with this course!<\/span><\/li>\n<\/ul>\n<\/div>\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-998538 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/08\/YOLOv8-YOLO11-Custom-Object-Detection-Web-Apps-2025.png\" alt=\"YOLOv8 &amp; YOLO11: Custom Object Detection &amp; Web Apps 2025\" width=\"854\" height=\"347\"><\/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-172293-1\"><video class=\"wp-video-shortcode\" id=\"video-172293-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/YOLOv8_And_YOLO11_Custom_Object_Detection_And_Web_Apps_2025_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/YOLOv8_And_YOLO11_Custom_Object_Detection_And_Web_Apps_2025_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/YOLOv8_And_YOLO11_Custom_Object_Detection_And_Web_Apps_2025_Downloadly.ir.mp4?nocache=1786141103443\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/YOLOv8_And_YOLO11_Custom_Object_Detection_And_Web_Apps_2025_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:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_YOLOv8_And_YOLO11_Custom_Object_Detection_And_Web_Apps_2025_2024-11.part1_Downloadly.ir.rar?nocache=1786141102\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 3 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_YOLOv8_And_YOLO11_Custom_Object_Detection_And_Web_Apps_2025_2024-11.part2_Downloadly.ir.rar?nocache=1786141102\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 3 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_YOLOv8_And_YOLO11_Custom_Object_Detection_And_Web_Apps_2025_2024-11.part3_Downloadly.ir.rar?nocache=1786141102\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 3 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_YOLOv8_And_YOLO11_Custom_Object_Detection_And_Web_Apps_2025_2024-11.part4_Downloadly.ir.rar?nocache=1786141102\"><span style=\"vertical-align: inherit\">Download Part 4 \u2013 3 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_YOLOv8_And_YOLO11_Custom_Object_Detection_And_Web_Apps_2025_2024-11.part5_Downloadly.ir.rar?nocache=1786141102\"><span style=\"vertical-align: inherit\">Download Part 5 \u2013 3 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_YOLOv8_And_YOLO11_Custom_Object_Detection_And_Web_Apps_2025_2024-11.part6_Downloadly.ir.rar?nocache=1786141102\"><span style=\"vertical-align: inherit\">Download Part 6 \u2013 0.99 GB<\/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\">15.9 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description YOLOv8 &amp; YOLO11: Custom Object Detection &amp; Web Apps 2025. This course focuses on training advanced YOLOv8 and YOLO11 models for object detec<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[96244,96245,96246,96247,96248,60583],"class_list":["post-11555","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-yolov8-yolo11-custom-object-detection-web-apps-2025","dgi_tag-download-course-yolov8-yolo11-custom-object-detection-web-apps-2025","dgi_tag-download-yolov8-yolo11-custom-object-detection-web-apps-2025","dgi_tag-free-download-yolov8-yolo11-custom-object-detection-web-apps-2025","dgi_tag-free-yolov8-yolo11-custom-object-detection-web-apps-2025","dgi_tag-muhammad-moin"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/11555","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\/11555\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=11555"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=11555"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=11555"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}