Introduction to Computer Vision
The Introduction to Computer Vision training course will introduce you to the basics of image formation and analysis.
Intermediate
Online
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
Georgia Tech offers the Introduction to Computer Vision programme in association with Udacity. It is a free course that you can join anytime, from anywhere. All the study materials are self-paced so that you can study them at your convenience.
There are ten broad lessons in the Introduction to Computer Vision course syllabus, and each has some 3-4 sub-lessons. Over the course length, you will be introduced to computer vision and its related components.
With the Introduction to Computer Vision programme by Udacity, you will master the basics of image formation, feature detection and matching, and camera imaging geometry. Besides this, the course will also cover Multiview geometry, including motion estimation, tracking, stereo, and classification.
Finally, the Introduction to Computer Vision course will help you develop fundamental methods of applications. The programme's focus is mainly on developing your intuitions and Mathematics of the methods through video lectures by experts, regular exercises, and interactive lessons.
The Highlights
- Interactive quizzes for practice
- Taught by industry experts
- Free enrolment
- Rich learning content
- Self-paced learning
- Intermediate-level programme
- 4 months completion time
- Offered by Georgia Tech
- Instructor videos
- Regular exercises
Programme Offerings
- free course
- Taught By Industry Experts
- Self-paced
- Rich learning content
- Regular exercises
- Instructor videos
Courses and Certificate Fees
| Certificate Availability |
|---|
| no |
All you need to do is complete a small sign-up form to apply for the Introduction to Computer Vision online course. Mention your first name and last name in the form. Then, enter your active email address and choose a strong password. After that, click on "Sign Up".
Fee details
Introduction to Computer Vision fee structure
Course | Fees |
Introduction to Computer Vision | FREE |
Eligibility Criteria
What you will learn
The Introduction to Computer Vision online course by Udacity will teach you the following:
- Insights into the basics of image formation & analysis
- Ability to extract any information over and above the pixel level
- Image stabilisation, camera calibration, action recognition, and automated alignment
- How to operate on images where you need to combine/organise multiple scenarios
- Camera image geometry
- Basic methods used for application
- Perform low-to-mid level Algorithms for image analysis and extracting structural information
Who it is for
The Introduction to Computer Vision programme will prove immensely beneficial for individuals who want to learn how to operate on images in a context-aware manner. Or in situations where images from different scenarios are to be organised/combined appropriately.
Admission Details
- Find the Introduction to Computer Vision course details using the link here: https://www.udacity.com/course/introduction-to-computer-vision--ud810.
- Select the "Start Free Course" option to access the sign-up form.
- Either fill out the form as requested to sign-up. Else, link your Facebook or Google profiles to create your account on Udacity.
- Once your account is activated, you can commence learning the Introduction to Computer Vision programme.
Application Details
All you need to do is complete a small sign-up form to apply for the Introduction to Computer Vision online course. Mention your first name and last name in the form. Then, enter your active email address and choose a strong password. After that, click on "Sign Up".
The Syllabus
Introduction
- Model fitting
- Linear image processing
- Frequency domain analysis
- Camera calibration
- Stereo geometry
- Camera models
- Multiple views
- Feature descriptors
- Feature detection
- Model fitting
- Lightness
- Photometry
- Shape from shading
- Optical flow
- Overview
- Introduction to tracking
- Non-parametric models
- Parametric models
- Tracking considerations
- Introduction to recognition
- Classification - Discriminative models
- Classification - Generative models
- Action recognition
- Binary morphology
- Colour spaces & segmentation
- 3D perception
- Vision in the brain
- The retina
Instructors
Georgia Tech Frequently Asked Questions (FAQ's)
No, this course doesn't come with a certificate. However, if you join a related nano degree programme, you can earn a nanodegree certificate from Udacity.
Since it is a free course, you cannot access Udacity's career services.
This programme is categorised as intermediate.
The Introduction to Computer Vision training can be accessed for free. All you need to do is register yourself by creating an account.
This is an entirely self-paced programme, so you can complete it at your convenience. However, ideally, it should take you approximately six months to finish it.