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VisualizationsNeural Networks & How They Learn

Data Augmentation

Click Next variation to see one image rotated, flipped, zoomed or brightened. It still shows the same object, so each copy is a free new training example.

original
still the same object

A rotated cat is still a cat. Augmentation manufactures new training examples by changing things that do not change the label.

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