Image Processing & Classification

Image Processing & Classification (1 day)

This course provides fundamental concepts and techniques for digital image processing & classification, and the software principles used in their practical implementation.
Image processing allows one to enhance image features of interest while attenuating detail irrelevant to a given application, and then extract useful information about the scene from the enhanced image. Image classification analyzes the numerical properties of various image features and organizes data into categories. You will learn different image classification techniques like unsupervised image classification, supervised image classification, and object-based image analysis.

Course Outline

  • Image fundamentals
  • Image processing and image enhancement
  • Feature engineering
  • Image segmentation and classification techniques
  • New classification approaches
  • Model assessment
  • Operationalization of an image classification system

Who should attend

Data Scientists, statisticians, mathematicians, business analysts, market researchers, risk analysts, computer scientist and information technology professionals who need to get started with image processing & classification and want to make better use of their data.

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