Computer Vision Courses and Certifications

Introduction to Computer Vision

7 reviews

This course provides an introduction to computer vision including fundamentals, methods for application and machine learning classification.

• Udacity
• 16 weeks
• On-Demand
• Free Online Course

Convolutional Neural Networks for Visual Recognition

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
• On-Demand
• Free Online Course

Robotics: Perception

642 ratings at Coursera

Explore robotics perception with the University of Pennsylvania's 4-week course. Learn how robots use images and videos for navigation and manipulation tasks.

• Coursera
• 1 day 8 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

First Principles of Computer Vision

1 review

Columbia University offers a 30-week online course on the foundations of computer vision. It covers imaging, feature detection, 3D reconstruction, and visual perception.

• Coursera
• 30 weeks, 2 hours a week
• On-Demand
• Paid Course
• 5 courses

Camera and Imaging

118 ratings at Coursera

Explore the fundamentals of imaging with Columbia University's 6-week course. Learn about lens cameras, image sensors, color sensing, image processing, and computer vision systems.

• Coursera
• 19 hours 1 minute
• On-Demand
• Free Online Course (Audit)

Features and Boundaries

35 ratings at Coursera

Explore feature and boundary detection in images with Columbia University's 6-week course. Learn to solve vision tasks using edges, corners, and interest points. Includes panorama stitching and face detection.

• Coursera
• 23 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

3D Reconstruction - Multiple Viewpoints

31 ratings at Coursera

Explore 3D scene reconstruction from multiple viewpoints in this 5-week course by Columbia University. Learn camera modeling, binocular stereo, optical flow estimation, and structure from motion.

• Coursera
• 8 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

3D Reconstruction - Single Viewpoint

25 ratings at Coursera

Explore 3D scene reconstruction from 2D images with Columbia University's 6-week course. Learn about radiometric concepts, shape from shading, photometric stereo, depth from defocus, and active illumination.

• Coursera
• 11 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

Visual Perception

21 ratings at Coursera

Explore visual perception and computer vision systems with Columbia University's 5-week course. Learn object tracking, image segmentation, and object recognition using neural networks.

• Coursera
• 10 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

Deep Learning for Computer Vision

1 review

Explore deep learning for computer vision with the University of Michigan. Learn image classification, neural networks, 3D vision, and more in a 26-hour program.

• YouTube
• 1 day 2 hours
• On-Demand
• Free Online Course

Microcredential

Basics in computer vision

HSE University's 13-week course enhances mathematical and programming skills for computer vision, including 2D image processing with OpenCV and object-oriented programming.

• Coursera
• 13 weeks, 4 hours a week
• On-Demand
• Paid Course

Computer Vision for Embedded Systems

Learn about constraints and reducing resource requirements for computer vision on embedded systems.

• edX
• 5 weeks, 7-8 hours a week
• On-Demand
• Free Online Course (Audit)

Computational Vision

62 ratings at Coursera

Explore cognitive vision models and complex brain analysis in a 4-week course offered by the University of Colorado Boulder.

• Coursera
• 8 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

Deep Learning Applications for Computer Vision

59 ratings at Coursera

Explore computer vision and deep learning methods in this 5-week course by the University of Colorado Boulder. Gain hands-on experience with modern machine learning tools and software libraries.

• Coursera
• 22 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

MathWorks

Introduction to Computer Vision

37 ratings at Coursera

Learn computer vision with MathWorks' 4-week course. Master feature detection, image stitching, and registration using MATLAB. Prior image processing experience recommended.

• Coursera
• 8 hours 18 minutes
• On-Demand
• Free Online Course (Audit)