Image Segmentation

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Introduction to Image Processing (Coursera)

Apr 1st 2024
Introduction to Image Processing (Coursera)
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In this introduction to image processing, you'll take your first steps in accessing and adjusting digital images for analysis and processing. You will load, save, and adjust image size and orientation while also understanding how digital images are recognized. You will then perform basic segmentation and quantitative analysis. Lastly, [...]

Image Segmentation, Filtering, and Region Analysis (Coursera)

Apr 1st 2024
Image Segmentation, Filtering, and Region Analysis (Coursera)
Course Auditing
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In this course, you will build on the skills learned in Introduction to Image Processing to work through common complications such as noise. You’ll use spatial filters to deal with different types of artifacts. You’ll learn new approaches to segmentation such as edge detection and clustering. You’ll also analyze [...]

Advanced Computer Vision with TensorFlow (Coursera)

Apr 1st 2024
Advanced Computer Vision with TensorFlow (Coursera)
Course Auditing
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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 [...]

AI for Medical Diagnosis (Coursera)

AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. As an AI practitioner, you have the opportunity to join in this transformation of modern medicine. If you're already familiar with some of the math [...]

Visual Perception (Coursera)

Mar 25th 2024
Visual Perception (Coursera)
Course Auditing
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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 [...]

Fundamentals of Digital Image and Video Processing (Coursera)

Mar 25th 2024
Fundamentals of Digital Image and Video Processing (Coursera)
Course Auditing
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In this class you will learn the basic principles and tools used to process images and videos, and how to apply them in solving practical problems of commercial and scientific interests. Digital images and videos are everywhere these days – in thousands of scientific (e.g., astronomical, bio-medical), consumer, industrial, [...]