Computer Vision Courses

Convolutional Neural Networks for Visual Recognition (Spring 2017)

5 reviews

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
• On-Demand
• Free Online Course

Camera and Imaging

72 ratings at Coursera

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
• 17 hours worth of material, 6 weeks long
• 30th Jan, 2023
• Free Online Course (Audit)

Features and Boundaries

18 ratings at Coursera

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
• 23 hours worth of material, 6 weeks long
• 30th Jan, 2023
• Free Online Course (Audit)

3D Reconstruction - Multiple Viewpoints

16 ratings at Coursera

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
• 8-9 hours worth of material, 5 weeks long
• 30th Jan, 2023
• Free Online Course (Audit)

3D Reconstruction - Single Viewpoint

14 ratings at Coursera

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
• 30th Jan, 2023
• Free Online Course (Audit)

Visual Perception

10 ratings at Coursera

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
• 30th Jan, 2023
• Free Online Course (Audit)

Deep Learning for Computer Vision

1 review

Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification a…

• YouTube
• 26 hours worth of material
• On-Demand
• Free Online Course

Computational Vision

59 ratings at Coursera

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
• 8-9 hours worth of material, 4 weeks long
• 30th Jan, 2023
• Free Online Course (Audit)

Deep Learning Applications for Computer Vision

40 ratings at Coursera

This course can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform. The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder’s departments of…

• Coursera
• 23 hours worth of material, 5 weeks long
• 6th Feb, 2023
• Free Online Course (Audit)

University at Buffalo;  SUNY

Computer Vision Basics

1783 ratings at Coursera

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
• 13 hours worth of material, 4 weeks long
• 30th Jan, 2023
• Free Online Course (Audit)

Introduction to Computer Vision and Image Processing

884 ratings at Coursera

Computer Vision is one of the most exciting fields in Machine Learning and AI because of its many real-world use cases such as Self-Driving cars. In this beginner-friendly course you will understand what is Computer Vision, and learn about various applic…

• Coursera
• 22 hours worth of material, 6 weeks long
• 30th Jan, 2023
• Free Online Course (Audit)

Computer Vision in Microsoft Azure

53 ratings at Coursera

In Microsoft Azure, the Computer Vision cognitive service uses pre-trained models to analyze images, enabling software developers to easily build applications"see" the world and make sense of it. This ability to process images is the key to creating soft…

• Coursera
• 8-9 hours worth of material, 3 weeks long
• 30th Jan, 2023
• Free Online Course (Audit)

MathWorks

Introduction to Computer Vision

In the first course of the Computer Vision for Engineering and Science specialization, you’ll be introduced to computer vision. You'll learn and use the most common algorithms for feature detection, extraction, and matching to align satellite images and…

• Coursera
• 8-9 hours worth of material, 4 weeks long
• 30th Jan, 2023
• Free Online Course (Audit)

MathWorks

Machine Learning for Computer Vision

In the second course of the Computer Vision for Engineering and Science specialization, you will perform two of the most common computer vision tasks: classifying images and detecting objects. You will apply the entire machine learning workflow, from pre…

• Coursera
• 12 hours worth of material, 4 weeks long
• 30th Jan, 2023
• Free Online Course (Audit)

MathWorks

Object Tracking and Motion Detection with Computer Vision

In the third and final course of the Computer Vision for Engineering and Science specialization, you will learn to track objects and detect motion in videos. Tracking objects and detecting motion are difficult tasks but are required for applications as v…

• Coursera
• 14 hours worth of material, 4 weeks long
• 30th Jan, 2023
• Free Online Course (Audit)