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[OpenCV] Python Deep Learning Image Processing Project - Find Son Heung-min!

This course is a fun project that learns theories and processes images and videos with OpenCV (Open Source Computer Vision Library) and uses deep learning modules (dnn, Deep Neural Network) to identify and recognize faces, eyes, and various objects.

(4.6) 46 reviews

824 learners

Level Intermediate

Course period Unlimited

  • nomad
Tensorflow
Tensorflow
Machine Learning(ML)
Machine Learning(ML)
Deep Learning(DL)
Deep Learning(DL)
OpenCV
OpenCV
Keras
Keras
Tensorflow
Tensorflow
Machine Learning(ML)
Machine Learning(ML)
Deep Learning(DL)
Deep Learning(DL)
OpenCV
OpenCV
Keras
Keras

Reviews from Early Learners

Reviews from Early Learners

4.6

5.0

jamxoo

11% enrolled

This is an interesting lecture that starts with a description of basic images, recognizes human faces, and even recognizes specific people in an easy and fun way! I think it would be really fun to apply it to things around us or to various other tasks. It was very helpful. Thank you!!

5.0

Gang

50% enrolled

It's amazing what you can do with deep learning. It's great to be able to learn theory and real-world examples at the same time.

5.0

dbwjd7900

100% enrolled

It was very informative as it covered a wide range of topics from image and video processing using OpenCV to Object Detection and Recognition. In particular, YOLO was very helpful for the project.

What you will gain after the course

  • OpenCV Image and Video Processing

  • Understanding and practicing OpenCV dnn (Deep Learning)

  • Object Detection in Images

  • Object Detection in Images and Videos

  • Object Recognition in Images and Videos

  • Various Computer Vision techniques such as YOLO and Hog

Learn machine learning and deep learning
How can we use it in practice?

If deep learning could find Son Heung-min in a video,
Wouldn't that be fun? ⚽️🏃🏻

OpenCV and deep learning in the field of computer vision
Learn how to use it and see examples.


🗒 Course Introduction

While it's important to build a solid theoretical foundation while learning and teaching artificial intelligence, machine learning, and deep learning, I also believe it's important to develop practical skills.
So, I started preparing a project in the field of Computer Vision , a representative field that uses artificial intelligence, machine learning, and deep learning.
By utilizing OpenCV, a representative image and video processing software library, dnn, a deep learning module , and various techniques and modules

🎥 Learn the basics of image and video processing

👀 Identify faces, eyes and various objects

🙋🏻‍♂️ Find the person you want in images and videos through learning

The course is structured so that you can learn fun tasks step by step along with the theory.
After completing the course, you will dream of working on various computer vision deep learning projects.
While I was developing the process, I also had the idea of creating various ideas such as intrusion detection, drowsiness prevention, number and letter recognition, emotion identification, and age and gender recognition .

🌈 Project Introduction

First, we need to learn about techniques for handling images and videos, right?
Before we begin to fully utilize deep learning, we will learn the core techniques of OpenCV step by step.

Now, let's try to identify faces and eyes in images and videos (Face, Eye Detection).
OpenCV, Haar, and deep learning will help us.

The latest Computer Vision technology recognizes people in images and videos (Face Recognition).
Learn and use facial recognition technology , seen in movies and news.

It can not only recognize faces (Face Recognition), but also find various objects (Object Recognition).
YOLO and its friends find objects in images and videos.

Special lecture

'[OpenCV] Python  Deep learning  Image processing  Project - Son Heung-min  Find it !' lecture includes '[OpenCV] Python  Deep learning  Image processing  Project 2 - Bad Apples  Find it !' lecture  Face recognition  Strengthening  The 'Face Landmark and Alignment' section of the content  Added as a special lecture .

🙌 What tools do you use?

What tools will be covered in this course?
This course is based on OpenCV, a representative ComputerVision software library, and Python.

In addition to this, we will explain how to install some useful software one by one in the lecture.



🙋🏻‍♂️ I'm curious!

Q. What are the features of this course?
A. I thought about how to apply deep learning and machine learning in practice.

This course will teach you deep learning through practical projects as well as theoretical explanations related to Computer Vision, a representative field.

Q. Can non-majors also take the course?
A. Deep learning and data science are not fields that can only be pursued by those with a computer science degree.

This is something you can learn and apply to your own life if you have the passion.


Recommended for
these people

Who is this course right for?

  • Those who want to use deep learning in practice

  • Anyone who wants to learn about image processing using deep learning

  • Anyone preparing a project related to Computer Vision

  • Anyone who wants to understand and utilize OpenCV

  • Those who want to learn the latest deep learning image processing techniques

Need to know before starting?

  • Willingness to study hard

  • Python Basics - Python 100-minute core lecture

  • Python Data Processing, Visualization - Python Data Visualization Analysis Practical Project

  • [Tensorflow2] Complete conquest of Python machine learning - Marathon record

Hello
This is

22,258

Learners

494

Reviews

556

Answers

4.4

Rating

25

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Curriculum

All

36 lectures ∙ (7hr 5min)

Published: 
Last updated: 

Reviews

All

46 reviews

4.6

46 reviews

  • ykchoi0717님의 프로필 이미지
    ykchoi0717

    Reviews 9

    Average Rating 3.9

    4

    100% enrolled

    Thank you for your hard work in creating and teaching the lecture materials. In addition, I would like you to upload the lecture materials to the Inflearn site. (Every time I take a new lecture on Inflearn, I have to sign up for another site to receive the materials. I would appreciate it if you could think from the perspective of the student.)

    • iambrandonsuh0877님의 프로필 이미지
      iambrandonsuh0877

      Reviews 3

      Average Rating 5.0

      5

      11% enrolled

      This is an interesting lecture that starts with a description of basic images, recognizes human faces, and even recognizes specific people in an easy and fun way! I think it would be really fun to apply it to things around us or to various other tasks. It was very helpful. Thank you!!

      • nomad
        Instructor

        thank you.

    • ps10461476님의 프로필 이미지
      ps10461476

      Reviews 2

      Average Rating 5.0

      5

      50% enrolled

      It's amazing what you can do with deep learning. It's great to be able to learn theory and real-world examples at the same time.

      • yoonjuseo6119님의 프로필 이미지
        yoonjuseo6119

        Reviews 6

        Average Rating 5.0

        5

        81% enrolled

        • kko77s2409197680님의 프로필 이미지
          kko77s2409197680

          Reviews 1

          Average Rating 5.0

          5

          31% enrolled

          $42.90

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