Computer Vision

Sort options

Computer Vision with Embedded Machine Learning (Coursera)

Nov 28th 2022
Computer Vision with Embedded Machine Learning (Coursera)
Course Auditing
Categories
Effort
Languages
Computer vision (CV) is a fascinating field of study that attempts to automate the process of assigning meaning to digital images or videos. In other words, we are helping computers see and understand the world around us! A number of machine learning (ML) algorithms and techniques can be used [...]

Advanced Computer Vision with TensorFlow (Coursera)

Nov 28th 2022
Advanced Computer Vision with TensorFlow (Coursera)
Course Auditing
Categories
Effort
Languages
In this course, you will: a) Explore image classification, image segmentation, object localization, and object detection. Apply transfer learning to object localization and detection; b) Apply object detection models such as regional-CNN and ResNet-50, customize existing models, and build your own models to detect, localize, and label your own [...]

Intermediate Intel® Distribution of OpenVINO™ toolkit for Deep Learning Applications (Coursera)

This course is designed for application developers who wants to deploy computer vision inference workloads using the Intel® Distribution of OpenVINOTM toolkit. The course looks at computer vision neural network models from a variety of popular machine learning frameworks and covers writing a portable application capable of deploying inference [...]

Introduction to Intel® Distribution of OpenVINO™ toolkit for Computer Vision Applications (Coursera)

Welcome to the Introduction to Intel® Distribution of OpenVINO™ toolkit for Computer Vision Applications course! This course provides easy access to the fundamental concepts of the Intel Distribution of OpenVINO toolkit. Throughout this course, you will be introduced to demos, showcasing the capabilities of this toolkit. [...]

Visual Perception (Coursera)

Nov 21st 2022
Visual Perception (Coursera)
Course Auditing
Categories
Effort
Languages
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 look at two key challenges in this context. The [...]

3D Reconstruction - Multiple Viewpoints (Coursera)

Nov 21st 2022
3D Reconstruction - Multiple Viewpoints (Coursera)
Course Auditing
Categories
Effort
Languages
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 external parameters of the camera model. Then, [...]

Features and Boundaries (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 physical dimensions and other properties of objects. The course presents [...]

Camera and Imaging (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 revolutionized the camera and dramatically [...]

Artificial Intelligence on Microsoft Azure (Coursera)

Nov 21st 2022
Artificial Intelligence on Microsoft Azure (Coursera)
Course Auditing
Categories
Effort
Languages
Whether you're just beginning to work with Artificial Intelligence (AI) or you already have AI experience and are new to Microsoft Azure, this course provides you with everything you need to get started. Artificial Intelligence (AI) empowers amazing new solutions and experiences; and Microsoft Azure provides easy to use [...]

Computer Vision in Microsoft Azure (Coursera)

Nov 21st 2022
Computer Vision in Microsoft Azure (Coursera)
Course Auditing
Categories
Effort
Languages
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 software that can emulate human visual perception. In this course, you'll [...]