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  1. 1Image basics
  2. 2CNNs for vision
  3. 3Vision tasks
  4. 4Data augmentation
← Computer vision

Lesson 4 of 4

Data augmentation

Watch, read the card, then practise. Augmentation

Video coming soon

The video for this lesson is being recorded.

Meanwhile, the notes below and the 60-second cards cover the same ideas.

Practise this topic
  • Augmentation

    Augmentation makes new training images by flipping, rotating, cropping or recolouring the ones you have.

    Remember: Ask: would a person still give it the same label?

Try the example in Code Lab

import numpy as np
img = np.array([[1, 2, 3], [4, 5, 6]])
print(np.fliplr(img).tolist())
← Vision tasks

In this lesson

  • Augmentation

Practise this topic

5 questions at your level. The best way to make it stick.

Practise 5 questions