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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) 45 reviews

817 learners

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

Reviews from Early Learners

What you will learn!

  • 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

22,070

Learners

458

Reviews

556

Answers

4.4

Rating

25

Courses

"노마드크리에이터: 당신의 꿈, 우리의 여정"

대한민국과 NVIDIA가 인정한 딥테크, 싱가포르가 선택한 핀테크 스타트업, 글로벌 무대에서 당신의 가능성을 실현합니다.

노마드크리에이터는 개인의 성장을 넘어, 스타트업으로 도약하며 전 세계를 무대로 전문적인 IT 강의를 제공하고 있습니다.
2019년, 싱가포르 정부의 Entrepass Innovator 프로그램을 통해 시작된 우리의 여정은 곧 혁신적인 스타트업의 이야기로 확장되었습니다.
2020년에는 대한민국에서 인공지능 핀테크 솔루션을 개발하며 딥테크 분야의 선두주자로 자리매김했고, NVIDIA 협업 프로그램 최우수 프로젝트ASUS Global Startup Challenge Award를 포함한 다양한 글로벌 인정과 성과를 이뤘습니다.
2023년에는 NVIDIA의 지원으로 미국에 회사를 설립하며 글로벌 시장을 향한 도약을 시작했습니다.

image.png

경험을 넘어, 비전을 공유합니다.

스타트업 창업 이전, LG CNS와 티머니 등에서 25년간 System Engineer, Project Manager, IT Consultant로서 글로벌 프로젝트를 이끌며 실전 경험과 전문성을 쌓았습니다.
PMP, SAP BW, SCJP, MCSE+DBA, OCP-DBA와 같은 전문 자격을 기반으로, 프로그램 개발, 프로젝트 관리, IT 솔루션 설계 등 다양한 분야에서 성공적인 도전을 이어왔습니다.

이제, 노마드크리에이터는 이러한 경험과 노하우를 집약하여 누구나 쉽고 재미있게 배울 수 있는 교육 콘텐츠를 제공합니다. 실무 중심의 강의부터 최신 기술 트렌드를 반영한 전문 과정까지, 개인의 성장을 위한 맞춤형 학습을 제안합니다.

우리의 미션: "꿈을 현실로, 도전을 기회로"

기술과 교육의 융합으로 더 많은 사람들이 자신만의 가능성을 실현하도록 돕습니다.

노마드크리에이터와 함께라면, 당신의 꿈은 더 이상 멀리 있지 않습니다.

지금 이 순간에도 누군가는 새로운 것을 배우고, 더 나은 자신이 되기 위해 노력하고 있습니다.

하지만 정보의 홍수 속에서 필요한 지식을 찾는 데 소중한 시간을 잃는 일이 얼마나 많습니까?

노마드크리에이터는 이 문제를 해결하고자 합니다.

우리는 지식을 창의적으로 엮어내어, 시간을 아끼고, 가치를 극대화하는 경험을 제공합니다. 우리의 목표는 단순한 정보 전달을 넘어, 지식을 작품처럼 아름답게 전달하는 것입니다.

노마드크리에이터와 함께라면, 당신의 배움은 더 쉽고, 빠르며, 가치 있는 결과를 만들어낼 것입니다.

"배움의 여정에 가치를 더하다, 노마드크리에이터."

이것이 우리가 꿈꾸는 미래입니다.

Curriculum

All

36 lectures ∙ (7hr 5min)

Published: 
Last updated: 

Reviews

All

45 reviews

4.6

45 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.

      • kko77s2409197680님의 프로필 이미지
        kko77s2409197680

        Reviews 1

        Average Rating 5.0

        5

        31% enrolled

        • ttm016ng4767님의 프로필 이미지
          ttm016ng4767

          Reviews 6

          Average Rating 5.0

          5

          31% enrolled

          $42.90

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