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Latest deep learning technology and object recognition

This course will teach you from the early YOLO model, a real-time object recognition model, to the latest model. In addition, you will learn various deep learning techniques along with object recognition.

(4.5) 11 reviews

223 learners

Level Basic

Course period Unlimited

Deep Learning(DL)
Deep Learning(DL)
Computer Vision(CV)
Computer Vision(CV)
Deep Learning(DL)
Deep Learning(DL)
Computer Vision(CV)
Computer Vision(CV)

Reviews from Early Learners

4.5

5.0

큰돌

100% enrolled

The best lecture.

5.0

황정호

31% enrolled

thank you

5.0

pigpapa

31% enrolled

great.

What you will gain after the course

  • State-of-the-art object recognition models

  • Various deep learning technologies

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.

Lecture Features ✨

1️⃣

Real-time object recognition model
YOLOv1 to v6
All-in-one lecture covering

2️⃣

Object recognition, artificial neural networks,
Normalization techniques, etc.
Includes various deep learning technologies

3️⃣

Until 2022
42 papers and
See AI Report Part 1


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 💬

Q. Can I understand object recognition models with only basic knowledge of deep learning?

This course is designed for those with basic knowledge of deep learning. While it may seem challenging, it's a valuable resource for expanding your understanding. The course's difficulty has been adjusted to maximize comprehension.

Q. Why should I study object recognition?

Object recognition models are being developed by actively leveraging the latest image processing technologies, allowing you to learn a variety of techniques simultaneously, making them a valuable field for broadening your knowledge of deep learning. Therefore, if you're interested in deep learning, this course is definitely beneficial. Furthermore, it's a highly versatile technology.

Q. What program do you use?

YOLOv6 training is conducted on Google Colaboratory, which requires no separate installation. A free Google account is required, and failure to use Colaboratory may result in problems with the training.


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)

Recommended for
these people

Who is this course right for?

  • Anyone who wants to learn object recognition quickly

  • Those who want to acquire various deep learning knowledge

  • Those preparing for graduate school related to artificial intelligence

Need to know before starting?

  • Understanding the concept of deep learning leading to practical artificial intelligence

Hello
This is dlbro

5,229

Learners

412

Reviews

261

Answers

4.7

Rating

7

Courses

Hello.

I am Deep Learning Ho-hyung, and I run a YouTube channel related to deep learning and machine learning.

I majored in mathematics and data analysis, and I have completed and am currently working on numerous deep learning projects.

I am Deep Learning Ho-hyung, and I run a YouTube channel focused on deep learning and machine learning. I majored in mathematics and data analysis, and I have completed and am currently working on numerous deep learning projects.

I have knowledge that I can share with you regarding Artificial Intelligence topics such as machine learning, advanced machine learning, deep learning, optimization theory, and reinforcement learning, as well as mathematical subjects including linear algebra, calculus, probability and statistics, analysis, and numerical analysis.

Nice to meet you all! * Related Experience: Current) Numerous SCI(E) papers and international conference presentations Current) Multiple university advisory roles related to AI Former) Senior Researcher at K-Corp - Data Analysis and

Nice to meet you all!

* Relevant Experience Current) Numerous SCI(E) papers and international conference presentations Current) Multiple university advisory roles related to Artificial Intelligence Former) Senior Researcher at K-Corporation - Data Analysis and Simulation: New Product Development

* Related Experience

Current) Numerous SCI(E) papers and presentations at international conferences

Current) Multiple university advisory roles related to Artificial Intelligence

Former Senior Researcher at K-Company - Data Analysis and Simulation: New Product Development, Performance Improvement, and New Technology Application

Author of "Introduction to PyTorch for Deep Learning" (Selected as a 2022 Sejong Book in the Academic Category)

- Data Analysis and Simulation: New product development, performance enhancement, and application of new technologies. Author of "Introduction to PyTorch for Deep Learning" (Selected as a 2022 Sejong Book in the Academic Category).

- Data Analysis and Simulation: New product development, performance enhancement, and application of new technologies. Author of "Introduction to PyTorch for Deep Learning" (Selected as a 2022 Sejong Book in the Academic Category).

- Data Analysis and Simulation: New product development, performance enhancement, and application of new technologies. Author of "Introduction to PyTorch for Deep Learning" (Selected as a 2022 Sejong Book in the Academic Category).

- Data Analysis and Simulation: New product development, performance enhancement, and application of new technologies. Author of "Introduction to PyTorch for Deep Learning" (Selected as a 2022 Sejong Book in the Academic Category).

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Curriculum

All

35 lectures ∙ (4hr 49min)

Course Materials:

Lecture resources
Published: 
Last updated: 

Reviews

All

11 reviews

4.5

11 reviews

  • kundol님의 프로필 이미지
    kundol

    Reviews 13

    Average Rating 5.0

    5

    100% enrolled

    The best lecture.

    • dlbro
      Instructor

      Thank you so much for the course review!!

  • pigpapa5382님의 프로필 이미지
    pigpapa5382

    Reviews 12

    Average Rating 5.0

    5

    31% enrolled

    great.

    • dlbro
      Instructor

      Thank you for your course review!!

  • hero7076678님의 프로필 이미지
    hero7076678

    Reviews 3

    Average Rating 4.0

    5

    40% enrolled

    This is a really great lecture. Even university professors can't explain it this well. ^^

    • dlbro
      Instructor

      Thank you so much for the course review!! Study hard :)

  • junghohwang220694님의 프로필 이미지
    junghohwang220694

    Reviews 2

    Average Rating 5.0

    5

    31% enrolled

    thank you

    • dlbro
      Instructor

      Thank you so much for your course review!!

  • sjlee84901114님의 프로필 이미지
    sjlee84901114

    Reviews 4

    Average Rating 4.8

    5

    83% enrolled

    It seems like a lecture that can help you understand the core concepts well.

    • dlbro
      Instructor

      Thank you so much for your course review!!!

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