Computer Vision Courses

Robotics: Perception

3 reviews

How can robots perceive the world and their own movements so that they accomplish navigation and manipulation tasks? In this module, we will study how images and videos acquired by cameras mounted on robots are transformed into representations like feat…

• Coursera
• 32 hours worth of material, 4 weeks long
• 17th Jan, 2022
• Free Online Course (Audit)

Convolutional Neural Networks for Visual Recognition (Spring 2017)

This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification.

• YouTube
• 20 hours worth of material
• Self paced
• Free Online Course

Python Project: pillow, tesseract, and opencv

1 review

This course will walk you through a hands-on project suitable for a portfolio. You will be introduced to third-party APIs and will be shown how to manipulate images using the Python imaging library (pillow), how to apply optical character recognition to…

• Coursera
• 20 hours worth of material, 3 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)

Camera and Imaging

This course covers the fundamentals of imaging – the creation of an image that is ready for consumption or processing by a human or a machine. Imaging has a long history, spanning several centuries. But the advances made in the last three decades have re…

• Coursera
• 11 hours worth of material, 6 weeks long
• 17th Jan, 2022
• Free Online Course (Audit)

3D Reconstruction - Single Viewpoint

This course focuses on the recovery of the 3D structure of a scene from its 2D images. In particular, we are interested in the 3D reconstruction of a rigid scene from images taken by a stationary camera (same viewpoint). This problem is interesting as we…

• Coursera
• 11 hours worth of material, 6 weeks long
• 17th Jan, 2022
• Free Online Course (Audit)

Features and Boundaries

This course focuses on the detection of features and boundaries in images. Feature and boundary detection is a critical preprocessing step for a variety of vision tasks including object detection, object recognition and metrology – the measurement of the…

• Coursera
• 10 hours worth of material, 6 weeks long
• 17th Jan, 2022
• Free Online Course (Audit)

3D Reconstruction - Multiple Viewpoints

This course focuses on the recovery of the 3D structure of a scene from images taken from different viewpoints. We start by first building a comprehensive geometric model of a camera and then develop a method for finding (calibrating) the internal and ex…

• Coursera
• 8 hours worth of material, 5 weeks long
• 17th Jan, 2022
• Free Online Course (Audit)

Visual Perception

The ultimate goal of a computer vision system is to generate a detailed symbolic description of each image shown. This course focuses on the all-important problem of perception. We first describe the problem of tracking objects in complex scenes. We lo…

• Coursera
• 10 hours worth of material, 5 weeks long
• 17th Jan, 2022
• Free Online Course (Audit)

Deep Learning in Computer Vision

3 reviews

Deep learning added a huge boost to the already rapidly developing field of computer vision. With deep learning, a lot of new applications of computer vision techniques have been introduced and are now becoming parts of our everyday lives. These include…

• Coursera
• 13 hours worth of material, 5 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)

Deep Learning for Computer Vision

Syllabus: Lecture 1: Introduction to Deep Learning for Computer Vision. Lecture 2: Image Classification. Lecture 3: Linear Classifiers. Lecture 4: Optimization. Lecture 5: Neural Networks. Lecture 6: Backpropagation. Lecture 7: Convolutional Networks. Le…

• YouTube
• 26 hours worth of material
• Self paced
• Free Online Course

Mathematics for computer vision

The course is devoted to the systematization of the mathematical background of the students necessary for the successful mastering of educational disciplines in the field of computer vision. The course includes sections of mathematical analysis, probabil…

• Coursera
• 19 hours worth of material, 4 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)

2D image processing

The course is devoted to the usage of computer vision libraries like OpenCV in 2d image processing. The course includes sections of image filtering and thresholding, edge/corner/interest point detection, local and global descriptors, video tracking. Aim…

• Coursera
• 14 hours worth of material, 4 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)

UB;  SUNY

Computer Vision Basics

2 reviews

By the end of this course, learners will understand what computer vision is, as well as its mission of making computers see and interpret the world as humans do, by learning core concepts of the field and receiving an introduction to human vision capabil…

• Coursera
• 12 hours worth of material, 4 weeks long
• 17th Jan, 2022
• Free Online Course (Audit)

Computational Vision

In this course, we will expand on vision as a cognitive problem space and explore models that address various vision tasks. We will then explore how the boundaries of these problems lead to a more complex analysis of the mind and the brain and how these…

• Coursera
• 8 hours worth of material, 4 weeks long
• 17th Jan, 2022
• Free Online Course (Audit)

Amazon Web Services;  Amazon

AWS Computer Vision: Getting Started with GluonCV

1 review

This course provides an overview of Computer Vision (CV), Machine Learning (ML) with Amazon Web Services (AWS), and how to build and train a CV model using the Apache MXNet and GluonCV toolkit. The course discusses artificial neural networks and other de…

• Coursera
• 30 hours worth of material, 6 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)