YOLOv8 Object Detection for Number Plate Recognition

Computer Vsion w/ OpenCV, Train Custom YOLOv8 Model, Implement OCR to Recognize Text, Integrate w/ a Streamlit Web App
4.56 (33 reviews)
Udemy
platform
English
language
Other
category
instructor
YOLOv8 Object Detection for Number Plate Recognition
226
students
3 hours
content
Feb 2024
last update
$69.99
regular price

Why take this course?


Course Title: Mastering YOLOv8 for Number Plate Recognition with OpenCV and OCR 🚗✨

Headline: Unleash the Power of Computer Vision! 🧠👀

Course Description: Dive deep into the world of Computer Vision with our cutting-edge course on YOLOv8 Object Detection. This isn't just another tutorial—it's a voyage through the intricacies of training custom models, implementing Optical Character Recognition (OCR), and integrating all of this into a sleek Streamlit web application. Whether you're a beginner in machine learning or an experienced developer looking to sharpen your skills, this course will guide you every step of the way. 🛣️🔍

What you'll get:

  • 3 hours of HD video tutorials breaking down complex concepts into digestible parts.
  • Source code for hands-on learning and project development.
  • Real-world experience through practical coding tasks and a comprehensive implementation process.
  • A step-by-step guide with clear explanations, ensuring you understand both the theory and application behind YOLOv8 Object Detection.
  • Practical skills that will enable you to tackle real-world projects in the field of Automatic Number Plate Recognition (ANPR).
  • Lifetime access to the course materials, so you can revisit content as needed.
  • Priority support to assist with any challenges you might face during your learning journey.

What you'll learn: This course is packed with essential topics that will empower you with the knowledge and skills necessary to become proficient in YOLOv8 for Number Plate Recognition:

  • 🔄 Set Up Your Environment: Learn how to prepare your workspace for Object Detection tasks.
  • 📂 Collect Data: Understand the best practices for collecting and organizing data for model training.
  • 🚀 Train YOLOv8 Model: Master the art of training YOLO models to detect number plates with high accuracy.
  • 🔍 Detect Number Plates in Images & Videos: Apply your trained model to real-time video streams and images for accurate detection.
  • ✏️ Implement OCR: Integrate OCR techniques to recognize and extract text from detected number plates.
  • 💻 Integrate with Streamlit Web App: Turn your detection system into a user-friendly web application using Streamlit.

Join us on this exciting journey to become an expert in YOLOv8 Object Detection, OpenCV, and OCR for Number Plate Recognition. Enroll now and take the first step towards mastering one of the most impactful technologies in AI today! 🚀🎓


Course Gallery

YOLOv8 Object Detection for Number Plate Recognition – Screenshot 1
Screenshot 1YOLOv8 Object Detection for Number Plate Recognition
YOLOv8 Object Detection for Number Plate Recognition – Screenshot 2
Screenshot 2YOLOv8 Object Detection for Number Plate Recognition
YOLOv8 Object Detection for Number Plate Recognition – Screenshot 3
Screenshot 3YOLOv8 Object Detection for Number Plate Recognition
YOLOv8 Object Detection for Number Plate Recognition – Screenshot 4
Screenshot 4YOLOv8 Object Detection for Number Plate Recognition

Loading charts...

5735906
udemy ID
30/12/2023
course created date
10/02/2024
course indexed date
Bot
course submited by