{"id":11627,"date":"2026-08-10T10:34:46","date_gmt":"2026-08-10T10:34:46","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-object-detection-image-classification-with-pytorch-ssd-2025-6\/"},"modified":"2026-08-10T10:34:46","modified_gmt":"2026-08-10T10:34:46","slug":"udemy-object-detection-image-classification-with-pytorch-ssd-2025-6","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-object-detection-image-classification-with-pytorch-ssd-2025-6\/","title":{"rendered":"Udemy \u2013 Object Detection &#038; Image Classification with Pytorch &#038; SSD 2025-6"},"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\">Object Detection &amp; Image Classification with Pytorch &amp; SSD Course. This comprehensive, project-based course teaches participants how to develop object detection and image classification systems using tools such as Pytorch, SSD, Keras, Convolutional Neural Networks, YOLOv, U Net, and DETR ResNet. During the course, participants complete four hands-on projects: building an object detection system with pre-trained models such as Faster R-CNN and YOLOv, designing a manufacturing defect detection system using CNN to classify defective and healthy products, creating an organic and inorganic waste classification model, and developing a broken road image segmentation system with the U Net architecture. The course begins with the basics of machine vision, working with Kaggle datasets, and processing images with OpenCV. Finally, the models are tested with a variety of inputs including images, videos, and live camera feeds to ensure the accuracy and proper performance of the systems. This course combines Python and machine vision, providing an ideal opportunity to enhance your programming skills and technical knowledge in developing intelligent software.<\/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\">Basics of object recognition and image classification.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Building an object recognition system using Pytorch and SSD.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Building an object recognition system using Pytorch and Faster R-CNN.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Building an object recognition system using YOLOv.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Building an object recognition system using DETR ResNet.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Building a manufacturing defect detection model using Keras and convolutional neural networks.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Building a manufacturing defect detection system using OpenCV.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Building a garbage classification model using Keras and a convolutional neural network.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Building a waste classification system using OpenCV.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Building an image segmentation model of broken roads using Unet.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Building a broken road detection system using OpenCV.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Camera activation using OpenCV.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">How an object recognition system works from input image processing, feature extraction, region suggestion, bounding box, and class prediction.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">How an image classification system works, from data collection, labeling, preprocessing, model selection, training, validation, and prediction of new images.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">How to test object recognition and image classification systems using a variety of inputs such as images and videos.<\/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\">Software engineers interested in building object recognition systems using Pytorch, SSD, Faster R-CNN, YOLOv, and DETR ResNet.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Machine learning engineers interested in building image classification systems using Keras, Convolutional Neural Networks, and OpenCV.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course details: Object Detection &amp; Image Classification with Pytorch &amp; SSD<\/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\/object-detection-image-classification-with-pytorch-ssd\/?couponCode=LETSLEARNNOW\" 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\/christ-raharja\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Christ Raharja<\/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: 3 hours and 11 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 21<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-999462 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/08\/Object-Detection-Image-Classification-with-Pytorch-SSD-1.png\" alt=\"Object Detection &amp; Image Classification with Pytorch &amp; SSD\" width=\"879\" height=\"1327\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites for the Object Detection &amp; Image Classification with Pytorch &amp; SSD course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">No previous experience in object detection is required<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Basic knowledge in Python and computer vision<\/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-999463 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/08\/Object-Detection-Image-Classification-with-Pytorch-SSD.png\" alt=\"Object Detection &amp; Image Classification with Pytorch &amp; SSD\" width=\"886\" height=\"396\"><\/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-172702-1\"><video class=\"wp-video-shortcode\" id=\"video-172702-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Object_Detection_And_Image_Classification_with_Pytorch_And_SSD_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Object_Detection_And_Image_Classification_with_Pytorch_And_SSD_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Object_Detection_And_Image_Classification_with_Pytorch_And_SSD_Downloadly.ir.mp4?nocache=1786141279895\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Object_Detection_And_Image_Classification_with_Pytorch_And_SSD_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: None<\/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_Object_Detection_And_Image_Classification_with_Pytorch_And_SSD_2025-6.part1_Downloadly.ir.rar?nocache=1786141279\"><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:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Object_Detection_And_Image_Classification_with_Pytorch_And_SSD_2025-6.part2_Downloadly.ir.rar?nocache=1786141279\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 532 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\">1.5 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Object Detection &amp; Image Classification with Pytorch &amp; SSD Course. This comprehensive, project-based course teaches participants how to deve<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[45187,96764,96765,96766,96767,96768],"class_list":["post-11627","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-christ-raharja","dgi_tag-course-object-detection-image-classification-with-pytorch-ssd","dgi_tag-download-course-object-detection-image-classification-with-pytorch-ssd","dgi_tag-download-object-detection-image-classification-with-pytorch-ssd","dgi_tag-free-download-object-detection-image-classification-with-pytorch-ssd","dgi_tag-free-object-detection-image-classification-with-pytorch-ssd"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/11627","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\/11627\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=11627"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=11627"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=11627"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}