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Machine learning tasks for image data

Simon Parsons looks at the general machine learning tasks of classification, clustering and regression and how they might be applied to image data.

How do we apply machine learning techniques to image data in particular?

In this video we will dive straight into some examples. All the important techniques and concepts we introduce will be covered in more depth in later articles and videos.

Specifically, we will introduce the core machine learning tasks:

  • Classification
  • Clustering
  • Regression

and how they might be applied to image data, including tasks specific to image data such as:

  • Detection
  • Segmentation
  • Counting
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Machine Learning for Image Data

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