Labeling Image Data Using Rules

In this chapter, we will explore data labeling techniques tailored specifically for image classification, using Python. Our primary objective is to clarify the path you need to take to generate precise labels for these images in the dataset, relying on meticulously crafted rules founded upon various image properties. You will be empowered with the ability to dissect and decode images through manual inspection, harnessing the formidable Python ecosystem.

In this chapter, you will learn the following:

  • How to create labeling rules based on manual inspection of image visualizations in Python
  • How to create labeling rules based on the size and aspect ratio of images
  • How to apply transfer learning to label image data, ...

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