Latest deep learning technology and object recognition

With the latest version, YOLOv6
Learn object recognition models and deep learning 🔥

Real-time object recognition model
All versions of YOLO at once! 🗂️

Object recognition models are a popular topic, ranking among the top five keywords in computer vision. In this lecture, we'll learn about object recognition models using the latest model, YOLOv6. Object recognition models have been developed by actively utilizing the latest deep learning techniques. Therefore, while studying object recognition, you'll also gain exposure to various deep learning techniques . (All lecture materials are provided.)

This course requires a basic understanding of deep learning and is designed for those new to object recognition. The goal is to broaden your understanding of object recognition models and deep learning knowledge . Therefore, while focusing on object recognition, I will also introduce a wide range of deep learning techniques.

What is the YOLO model? 🤔

YOLO is one of the best models for real-time object recognition . The latest model, YOLOv6 (2022), boasts extremely high image processing speed and is lightweight, making it suitable for practical industrial applications .

What you'll learn 📚

1. Introduction to Object Recognition and Evaluation Metrics
2. YOLOv1
3. YOLOv2
4. YOLOv3
5. YOLOv4
6. YOLOv6
7. YOLOv6 Practice
8. How to Become an Expert (How to Read Papers)

Expected Questions Q&A 💬

Why Deep Learning? ✒️

Based on my knowledge of mathematics/data analysis , experience with numerous deep learning/machine learning projects , and career as a research engineer, I will point out the content you must study.

• Numerous SCI(E) papers and presentations at international conferences
• Many universities advise on artificial intelligence
• Author of "Introduction to PyTorch for Deep Learning" (selected as a 2022 Sejong Books Academic Excellence Book)