Deep Learning Tensorflow Data Augmentation — Why? What? When? How?

You must be familiar with that if you ever train a model with dataset of images

Why?
We use Data Augmentation Because we want more accuracy on our images based model.

Data Augmentation: How to use Deep Learning when you have Limited Data
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Deep Learning enthusiast