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Applied Computer Vision For Beginners

Learn to master computer vision and build cutting edge CV solutions

Eduonix Learning Solutions Pvt Ltd

Summary

Price
£29 inc VAT
Study method
Online, On Demand What's this?
Duration
6.8 hours · Self-paced
Qualification
No formal qualification
Certificates
  • Reed Courses Certificate of Completion - Free

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Overview

Do You Want To Learn The In-Demand Skills Of Computer Vision?

Here is the perfect solution for you! You can learn Applied Computer Vision from scratch to advance with this comprehensive program. This program helps you learn how to tackle real-world problems with images and media using computer vision and different algorithms. You'll also get an in-depth knowledge of neural networks and how they can be used for image and vision classification. You can learn basic tasks of Applied Computer Vision like image manipulation, image detection, and color detection to advanced tasks such as age detection, face detection, object detection, tracking, and a lot more.

Curriculum

7
sections
55
lectures
6h 48m
total

    • 1: Course Introduction 02:19

    • 2: Section 1 Introduction 02:21
    • 3: Set Up 10:45
    • 4: Image Representation 07:42
    • 5: Introducing OpenCV - Part 1 12:55
    • 6: Introducing OpenCV - Part 2 08:37
    • 7: Capture Image from Webcam - Part 1 07:11
    • 8: Capture Image from Webcam - Part 2 13:41
    • 9: Summary 02:01

    • 10: Section 2 Introduction 00:51
    • 11: Cropping Images 10:58
    • 12: Change Colors and Draw using Array Manipulation 09:16
    • 13: Draw and Write using Array Manipulation - 1 05:48
    • 14: Draw and Write using Array Manipulation - 2 07:50
    • 15: Image Color Components - 1 06:32
    • 16: Image Color Components - 2 09:08
    • 17: Resize and Transpose Images 10:20
    • 18: Summary 00:36

    • 19: Section 3 Introduction 01:06
    • 20: Region of Interest in Images 10:14
    • 21: Color Space Conversion in Images - 1 07:18
    • 22: Color Space Conversion in Images - 2 08:33
    • 23: Rotating Image - Part 1 06:45
    • 24: Rotating Image - Part 2 12:39
    • 25: Linear Transformation- Part 1 08:50
    • 26: Linear Transformation- Part 2 10:53
    • 27: Summary 00:57

    • 28: Section 4 Introduction 01:07
    • 29: Introduction to Filter - Image Convolution 08:50
    • 30: Apply Filters to Blur and Sharpen Images - 1 08:11
    • 31: Apply Filters to Blur and Sharpen Images - 2 09:15
    • 32: High and Low Pass Filters 11:25
    • 33: Image Filters 11:11
    • 34: Image Contours and Edge Detection-1 09:31
    • 35: Image Contours and Edge Detection - 2 10:30
    • 36: Summary 01:11

    • 37: Section 5 Introduction 00:57
    • 38: Fitting Contours on Images - 1 05:20
    • 39: Fitting Contours on Images - 2 11:47
    • 40: Irregular Bounding Curves - 1 09:41
    • 41: Irregular Bounding Curves - 2 10:56
    • 42: Face Detection in Images - 1 07:14
    • 43: Face Detection in Images - 2 06:26
    • 44: Face Detection in Images - 3 15:03
    • 45: Summary 01:01

    • 46: Section 6 Introduction 01:06
    • 47: Introduction to AI and Deep Learning 07:59
    • 48: Deep Learning - Birds Eye View 06:49
    • 49: Deep Learning Phases 09:15
    • 50: Deep Learning Evolution 06:43
    • 51: Introduction to Image Classification with Neural Network 08:00
    • 52: Training Neural Network - 1 09:13
    • 53: Training Neural Network - 2 11:26
    • 54: Training Neural Network - 3 09:31
    • 55: Summary 01:19

Course media

Description

Major Concepts That You'll Learn!

  • Introduction to Images and OpenCV

  • Advanced Image Manipulation

  • Advanced Image Operations with OpenCV

  • Image Filters and Edge Detection

  • Contour Fitting and Face Detection

  • Image Classification with Neural Network

If you want to learn and master the art of computer vision using artificial intelligence, this program will help you learn the systems to derive meaningful information from digital images, videos, and other visual inputs.

Top Skills This Program Covers

  • Computer Vision

  • Machine Learning

  • OpenCV

  • Deep Learning

  • Artificial Intelligence

Extra Benefits Of This Program

  • Expert-Curated Content

  • Learn From Industry Experts

  • In-Depth Knowledge On Trending Tools & Technologies

So why are you waiting? Get yourself updated with the latest and in-demand Applied Computer vision skills.

Who is this course for?

Anyone who wants to master computer vision from ground up will find this course very useful

Requirements

Basic knowledge of Python programming is required to complete the course

Questions and answers

Currently there are no Q&As for this course. Be the first to ask a question.

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Certificates

Reed Courses Certificate of Completion

Digital certificate - Included

Will be downloadable when all lectures have been completed.

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Legal information

This course is advertised on reed.co.uk by the Course Provider, whose terms and conditions apply. Purchases are made directly from the Course Provider, and as such, content and materials are supplied by the Course Provider directly. Reed is acting as agent and not reseller in relation to this course. Reed's only responsibility is to facilitate your payment for the course. It is your responsibility to review and agree to the Course Provider's terms and conditions and satisfy yourself as to the suitability of the course you intend to purchase. Reed will not have any responsibility for the content of the course and/or associated materials.

FAQs

Study method describes the format in which the course will be delivered. At Reed Courses, courses are delivered in a number of ways, including online courses, where the course content can be accessed online remotely, and classroom courses, where courses are delivered in person at a classroom venue.

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An endorsed course is a skills based course which has been checked over and approved by an independent awarding body. Endorsed courses are not regulated so do not result in a qualification - however, the student can usually purchase a certificate showing the awarding body's logo if they wish. Certain awarding bodies - such as Quality Licence Scheme and TQUK - have developed endorsement schemes as a way to help students select the best skills based courses for them.
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