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VisualizationsDeep Learning for Images

Small Datasets

A curve of accuracy against dataset size, from 100 images to a million. Trained from scratch, a model needs a huge pile of images before it is any good.

100 images1 million

Training from scratch, accuracy climbs slowly and needs an enormous amount of data before it becomes useful at all.

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