Object Detection & Image Classification with Pytorch & SSD

Building object detection system, image classification and image segmentation models using Pytorch, CNN, YOLOv, and SSD
Udemy
platform
English
language
Data Science
category
instructor
Object Detection & Image Classification with Pytorch & SSD
696
students
3 hours
content
Jun 2025
last update
$19.99
regular price

What you will learn

Learn the basic fundamentals of object detection and image classification

Learn how to build object detection system using Pytorch and SSD

Learn how to build object detection system using Pytorch and Faster R-CNN

Learn how to build object detection system using YOLOv

Learn how to build object detection system using DETR ResNet

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Learn how to build manufacturing defect detection system using OpenCV

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Learn how to build waste classification system using OpenCV

Learn how to build broken road image segmentation model using Unet

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Learn how to activate camera using OpenCV

Learn how object detection system works, starting from input image processing, feature extraction, region proposal, bounding box, and class prediction

Learn how image classification system works starting from data collection, labelling, preprocessing, model selection, training, validation, predicting new image

Learn how to test object detection and image classification systems using variety of inputs like images and videos

Course Gallery

Object Detection & Image Classification with Pytorch & SSD – Screenshot 1
Screenshot 1Object Detection & Image Classification with Pytorch & SSD
Object Detection & Image Classification with Pytorch & SSD – Screenshot 2
Screenshot 2Object Detection & Image Classification with Pytorch & SSD
Object Detection & Image Classification with Pytorch & SSD – Screenshot 3
Screenshot 3Object Detection & Image Classification with Pytorch & SSD
Object Detection & Image Classification with Pytorch & SSD – Screenshot 4
Screenshot 4Object Detection & Image Classification with Pytorch & SSD

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6693285
udemy ID
28/06/2025
course created date
13/07/2025
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