Learn to build real time object detection in video

Learn to build real time object detection in video, available at $29.99, has an average rating of 3.75, with 12 lectures, based on 8 reviews, and has 32 subscribers.

You will learn about Understanding fundamentals of YOLO Understanding fundamentals of deep learning Benefits of YOLO?for self driving car use case Build a real life object detection in video? using YOLO, OpenCV?and Python This course is ideal for individuals who are Beginner Python developers who are curious about data science It is particularly useful for Beginner Python developers who are curious about data science.

Enroll now: Learn to build real time object detection in video

Summary

Title: Learn to build real time object detection in video

Price: $29.99

Average Rating: 3.75

Number of Lectures: 12

Number of Published Lectures: 12

Number of Curriculum Items: 12

Number of Published Curriculum Objects: 12

Original Price: $22.99

Quality Status: approved

Status: Live

What You Will Learn

Understanding fundamentals of YOLO

Understanding fundamentals of deep learning

Benefits of YOLO?for self driving car use case

Build a real life object detection in video? using YOLO, OpenCV?and Python

Who Should Attend

Beginner Python developers who are curious about data science

Target Audiences

Beginner Python developers who are curious about data science

Course Description

Learn to build real time object detection engine using YOLO deep learning algorithm.  Deep learning is popular where a machine can be trained to detect objects in video and images.  Once trained, it can be used to detect objects in any video or image.

Yolo (You only look Once) algorithm has become popular because of its real time nature. It can detect objects at 45 frames per second or within 20 ms. This makes it attractive to use it in self driving car where detecting objects in real time is key to avoid collisions. Unlike its predecessor, YOLO looks at image only once.

Build a strong foundation in image search engines  with this tutorial for beginners.

Understanding fundamentals of YOLO

Understanding fundamentals of deep learning  

Benefits of YOLO for self driving car use case

Build a real life object detection in video  using YOLO, OpenCV and Python

A Powerful Skill at Your Fingertips  Learning the fundamentals of real time object detection  puts a powerful and very useful tool at your fingertips. Python, YOLO and opencv are free, easy to learn, has excellent documentation.

No prior knowledge of CNN or deep learning is assumed. I’ll be covering topics like CNN from scratch.

Jobs in object detection area are plentiful, and being able to learn real time object detection will give you a strong edge. YOLO is  state of art technology that can quickly help you achieve your goal.

Learning object detection with YOLO will help you become a computer vision developer which is in high demand.

Content and Overview  

This course teaches you on how to build real time object detection engine using open source YOLO, OPNCV and Python .  You will work along with me step by step to build following answers

Real time object detection in Video

Real time object detection in image

Fundamentals of CNN and YOLO

What am I going to get from this course?

Learn YOLO and build real time object detection engine from professional trainer from your own desk.

Over 10 lectures teaching you how to build real time object detection engine

Suitable for beginner programmers and ideal for users who learn faster when shown.

Visual training method, offering users increased retention and accelerated learning.

Breaks even the most complex applications down into simplistic steps.

Offers challenges to students to enable reinforcement of concepts. Also solutions are described to validate the challenges.

Course Curriculum

Chapter 1: Introduction to YOLO

Lecture 1: Introduction

Lecture 2: Course Outline

Lecture 3: Why YOLO?

Lecture 4: About Author

Chapter 2: Fundamentals of Yolo

Lecture 1: Fundamentals of CNN

Lecture 2: How YOLO works?

Chapter 3: Set up

Lecture 1: Install Anaconda

Lecture 2: Install Opencv Part I

Lecture 3: Install OpenCV Part II

Chapter 4: Show me the code

Lecture 1: Code walkthrough for object detection in video

Lecture 2: Code walkthrough for object detection in image

Lecture 3: Next Steps

Instructors

Evergreen Technologies
Software Mentor

Rating Distribution

1 stars: 1 votes

2 stars: 0 votes

3 stars: 2 votes

4 stars: 3 votes

5 stars: 2 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!