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Image-Augmentation-Using-Keras

Detailed Expalnation:

https://medium.com/analytics-vidhya/image-augmentation-using-keras-99072b490c72

Data Used:

MNIST handwritten digit recognition task

In repository you will get to know:

About the image augmentation API provide by Keras and how to use it with your models

  1. How to perform feature standardization.
  2. How to perform ZCA whitening of your images.
  3. How to augment data with random rotations, shifts and flips.
  4. How to save augmented image data to disk.

Ouput Snips

ZCA whitening

Random Flips

Random Rotations

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Using MNIST dataset for image augmentation using Keras

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