Computer Vision Courses and Certifications

Object Detection Techniques - Part I - Lecture 20

Explore object detection techniques including sliding windows, pyramid construction, feature extraction, and post-processing. Learn about evaluation metrics like IoU, precision, and recall for assessing detection accuracy.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Classification in Computer Vision - Part II - Lecture 19

Explore advanced classification techniques in computer vision, including SVMs, neural networks, and fully convolutional networks. Learn about activation functions, loss functions, and optimization for effective model training.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Classification in Computer Vision - Lecture 18

Explore classification in computer vision, covering features, linear classification, nearest neighbor, decision boundaries, and maximum margin classifiers. Gain insights into fundamental algorithms and problem-solving approaches.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Features in Computer Vision - Lecture 14

Explore feature types, uses, and characteristics in computer vision, including matching, structure from motion, and panorama stitching. Learn about interest points and corner detection for keypoint applications.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Introduction to Convolutional Neural Networks - Part I - Lecture 8

Introduction to convolutional neural networks, covering architecture, applications in computer vision and natural language processing, with examples like AlexNet and super-resolution techniques.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Edge Detection in Computer Vision - Part II - Lecture 7

Explore advanced edge detection techniques, including Canny algorithm and deep learning approaches, for improved computer vision applications in image processing and analysis.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Edge Detection in Computer Vision - Part I - Lecture 6

Comprehensive exploration of edge detection in computer vision, covering types, applications, algorithms, and evaluation methods. Includes real-world examples and practical insights for implementation.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Image Filtering in Computer Vision - Part II - Lecture 5

Explore advanced image filtering techniques, including derivative operations, Gaussian smoothing, and various filter types. Learn their applications and properties in computer vision.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Video Action Understanding - Action Classification, Temporal Localization and Detection

Explore video action understanding techniques, including classification, temporal localization, and detection methods for analyzing and interpreting human actions in video content.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Towards Label Efficiency and Privacy Preservation in Video Understanding

Explore advanced techniques for efficient video analysis while maintaining data privacy, focusing on label-efficient learning methods and privacy-preserving frameworks for video understanding.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Vision artificielle et exploitation intelligente des ressources naturelles

La vision artificielle est facile à mettre en oeuvre. Identifiez une niche commerciale en survolant une foule d'applications pratiques. Récoltez des données avec un drone. Entraînez des réseaux de neurones. Déployez une application sur un téléphone ou le…

• edX
• 5 weeks, 24-26 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Text Analytics with Python

Explore text analytics and NLP using Python, covering core techniques, machine learning pipelines, and ethical considerations while working with real-world case studies and popular libraries.

• edX
• 12 weeks, 3-6 hours a week
• On-Demand
• $498.00
• 2 courses

Computer Vision: Image Understanding for Efficient Business and Industry

Delve into the foundations of computer vision and explore its potential to transform business and industry as we know it.

• FutureLearn
• 3 weeks, 4 hours a week
• On-Demand
• Free Online Course (Audit)

IIT Guwahati;  NPTEL

Computer Vision And Image Processing - Fundamentals And Applications

Explore fundamental concepts and applications of computer vision and image processing, from image formation to advanced techniques like object tracking and neural networks.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Microsoft Azure Cognitive Services: Computer Vision API

28 ratings at Pluralsight

Computer Vision API is a state-of-the-art service by Azure enabling you to analyze info from images.

• Pluralsight
• 1 hour 20 minutes
• On-Demand
• Free Trial Available