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Computer Vision Basics
Intermediate
Online
3 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 2436 | yes | Coursera |
The Syllabus
Videos
- Meet Jeff Bier
- Meet Jungsong Yuan, Ph.D.
- What is Computer Vision?
- Why Computer Vision?
- Related Fields of Computer Vision
- Relevant Fields
- Computer Programming & Computer Vision
- Computer Vision Awareness
- Timelines & Milestones
- Computer Vision Progression
- Computer Vision Applications
- CV Applications
- CV Impact in the Field of Augmented Reality
Readings
- Resources (Optional): Computer Vision Overview
- REQUIRED - MATLAB Resources
Practice Exercises
- What is Computer Vision?
- Related Fields of Computer Vision
- MATLAB Basics
Videos
- Light Sources
- Pinhole Camera Model
- Digital Camera
- Color Theory
Readings
- Resources (Optional): Color, Light, & Image Formation
Practice Exercises
- Light Sources
- Pinhole Camera Model
- Digital Camera
Videos
- Three Level Paradigm
- Low-, Mid-, High-Level Vision
- Low-Level Vision
- Mid-Level Vision
- High-Level Vision
Readings
- Resources (Optional): Low-, Mid- and High-Level Vision
Practice Exercises
- Three-Level Paradigm
- Low-Level Vision
Videos
- Mathematic Skills
- Mathematical Preliminaries
- Linear Algebra
- Calculus
- Probability Theory
- Algorithms
- Using Algorithms
- Aligning RGB channels
Readings
- Resources (Optional): Mathematics for Computer Vision
- Computer Vision Basics - Key Takeaways
Practice Exercises
- Algorithms
Articles
7 Nov'24, 06:47 AM
24 Jun'24, 05:28 AM
3 Apr'24, 05:04 AM
21 Mar'24, 12:47 PM
29 Feb'24, 05:35 AM
20 Feb'24, 06:55 AM
13 Feb'24, 06:39 AM
7 Feb'24, 11:11 AM
2 Feb'24, 04:14 AM
8 Mar'22, 10:46 AM
7 Nov'24, 06:47 AM
24 Jun'24, 05:28 AM
3 Apr'24, 05:04 AM
21 Mar'24, 12:47 PM
29 Feb'24, 05:35 AM
20 Feb'24, 06:55 AM
13 Feb'24, 06:39 AM
7 Feb'24, 11:11 AM
2 Feb'24, 04:14 AM
8 Mar'22, 10:46 AM