Computer Vision Fundamentals

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Computer Vision Lesson 9: Object Detection with YOLO

Overview

This lesson focuses on object detection using the YOLO (You Only Look Once) algorithm, a state-of-the-art real-time object detection system.

We will cover the following topics:

  • YOLO Architecture: Understanding the YOLO model and its components.
  • Training YOLO: How to train a YOLO model on custom datasets.
  • Real-time Object Detection: Implementing YOLO for real-time object detection tasks.

YOLO Architecture Visuals

YOLO Architecture Image 1

YOLO Architecture Image 2

YOLO Architecture Image 3


YOLO in Action

Video Demonstration:
Watch on YouTube