Object Detection and Tracking Using YOLOv11

Learn How To Create Object Detection and Tracking Using YOLOv11

Beginner

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Last Updated: 2025-02-11 09:02:59 English Course Type: Self Learning

Dataset Collection & Annotation for Object Detection
Training YOLOv11 Models using Google Colab
Implementing Real-time Object Detection & Tracking

Master the art of real-time object detection and tracking with YOLOv11! This course will guide you through the fundamentals of YOLO (You Only Look Once) and help you develop a robust system capable of detecting and tracking multiple objects in images and videos. Whether you're a beginner or an experienced AI enthusiast, this course will provide hands-on experience in training and deploying YOLOv11 models for real-world applications.

What You Will Learn:

✅ Introduction to Object Detection & YOLOv11
✅ Dataset Collection & Annotation for Object Detection
✅ Training YOLOv11 Models using Google Colab
✅ Implementing Real-time Object Detection & Tracking
✅ Fine-tuning and Deploying YOLOv11 for Practical Use

By the end of this course, you’ll have the expertise to build a fully functional object detection and tracking system using YOLOv11, making you ready for AI-powered applications!

Basics Of Python
Install Any IDE For Python

Beginners And Students

Section 1 : Object Detection and Tracking Using YOLOv11 9 Lectures 00:35:09
Lecture 1 :
Introduction To Course Preview
Lecture 2 :
Object Detection Class 1 : Create Project Workspace
Lecture 3 :
Object Detection Class 2 : Create Dataset For Object Detection
Lecture 4 :
Object Detection Class 3 : Annotate Dataset For Object Detection
Lecture 5 :
Object Detection Class 4 : Download Object Dataset For Training
Lecture 6 :
Object Tracking Class 1 : Import Packages In Google Colab
Lecture 7 :
Object Tracking Class 2 : Import Dataset In Google Colab
Lecture 8 :
Object Tracking Class 3: Train Dataset Using YOLOv11
Lecture 9 :
Object Tracking Class 4 : Project Output & Conclusion

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Arunnachalam RS,

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Hi Friends !! I am Arunnachalam R S From India. I am a Computer Science Student and I have Selected Cybersecurity as my Profession. I teach people about the latest technology. I am a big cricket fan of MS Dhoni. I can help people with my knowledge about the technology. I am choosing LearnFly to show my passion towards technology and Science..