Computer Vision Courses and Certifications

Rensselaer Polytechnic Institute

Computer Vision for Visual Effects Lectures Spring 2014

The lectures accompany the textbook Computer Vision for Visual Effects, published by Cambridge University Press in Fall 2012.

• YouTube
• 1 day 4 hours
• Self-Paced
• Free Video

Computer Vision Tutorial

Learn OpenCV by reading, writing, and displaying images, Car, facial and eye detection using HAAR Cascade Classifier, and Pedestrian detection from videos

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Full Stack Computer Vision Tutorial with Tensorflow, Python, Tensorflow.JS with React.JS

Learn to build and deploy custom object detection models using TensorFlow, from data labeling to creating a real-time web app with React.js and TensorFlow.js.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

Real Time Computer Vision with Tensorflow.JS and React

Leverage real-time computer vision with Tensorflow.JS and React, exploring facial landmarks, body poses, hand keypoints, and object detection using pre-trained models and webcam input.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

Camera and Imaging

161 ratings at Coursera

Explore imaging fundamentals, from lens cameras to image sensors, covering optical characteristics, color sensing, and image processing techniques for improved computer vision systems.

• Coursera
• 20 hours 31 minutes
• Self-Paced
• Paid Course

Features and Boundaries

54 ratings at Coursera

Explore image feature and boundary detection techniques, from edge and corner detection to SIFT and face detection. Learn to apply these methods in panorama stitching and object recognition.

• Coursera
• 1 day 1 hour 19 minutes
• Self-Paced
• Paid Course

3D Reconstruction - Multiple Viewpoints

43 ratings at Coursera

Explore 3D scene reconstruction from multiple viewpoints, covering camera calibration, stereo vision, optical flow, and structure from motion for applications in robotics, VR, and AR.

• Coursera
• 3 days 1 hour 12 minutes
• Self-Paced
• Paid Course

3D Reconstruction - Single Viewpoint

42 ratings at Coursera

Explore 3D scene reconstruction from a fixed viewpoint using techniques like shape from shading, photometric stereo, depth from defocus, and active illumination for various applications.

• Coursera
• 3 days 18 hours 2 minutes
• Self-Paced
• Paid Course

Visual Perception

35 ratings at Coursera

Explore visual perception in computer vision, covering object tracking, image segmentation, appearance matching, and neural networks for advanced image analysis and recognition.

• Coursera
• 3 days 11 hours 31 minutes
• Self-Paced
• Paid Course

Introduction to Artificial Intelligence

31 ratings

Online Introduction to Artificial Intelligence is based on Stanford CS221, Introduction to Artificial Intelligence.

• Udacity
• 16 weeks, 6 hours a week
• Self-Paced
• Free Online Course

Hands-on Data Centric Visual AI

Develop and maintain high-quality datasets for visual AI applications. Master labeling approaches, assess annotation quality, enhance label consistency, and optimize datasets for accurate models.

• Coursera
• 15 hours 42 minutes
• Self-Paced
• Paid Course

Computational Vision

67 ratings at Coursera

Explore vision as a cognitive process, from basic models to complex computational systems, including mental imagery and neural networks in AI.

• Coursera
• 8 hours 4 minutes
• Self-Paced
• Paid Course

Modern AI Models for Vision and Multimodal Understanding

30 ratings at Coursera

Explore cutting-edge AI architectures from SVMs and Fourier transforms to transformers, CLIP, and diffusion models for advanced vision and multimodal understanding applications.

• Coursera
• 12 hours 40 minutes
• Self-Paced
• Paid Course

Convolutional Neural Networks for Visual Recognition

7 ratings

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
• Self-Paced
• Free Video

AI-3004: Build an Azure AI Vision Solution with Azure AI Services (Live Online)

8 ratings at CourseHorse

Master AI vision solutions with Azure AI services in this hands-on course.

• CourseHorse
• 6 hours
• Self-Paced
• $595.00