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CIFAR-10 Dataset.md

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Tags: #ml-dataset #computer-vision

Curated, small color image dataset. Mutually exclusive with [[CIFAR-100 Dataset|CIFAR-100]].

Source Date Label Types Samples (Train/Test) Classes Commercial Use?
Technical Report 2009 Classes 60,000 (50,000/10,000) 10 Unknown

Details

Created by Krizhevsky and Hinton. From the Canadian Institute for Advanced Research.

Samples

Tiny, color images are 32x32 pixels big. 6,000 images per class. Derived from the now defunct TinyImages dataset. 5 splits provided for reproducible K-folds.

[CIFAR-10 Montage]

Classes

Simple classes:

  • Airplane
  • Automobile
  • Bird
  • Cat
  • Deer
  • Dog
  • Frog
  • Horse
  • Ship
  • Truck