Edinburgh Research Explorer

CINIC-10 Is Not ImageNet or CIFAR-10

Dataset

  • Elliot J Crowley (Creator)
  • Amos Storkey (Creator)
  • Antreas Antoniou (Creator)
  • Luke N Darlow (Creator)

Related Edinburgh Organisations

PublisherEdinburgh DataShare
Date made available28 Sep 2018

Abstract

CINIC-10 is an augmented extension of CIFAR-10. It contains the images from CIFAR-10 (60,000 images, 32x32 RGB pixels) and a selection of ImageNet database images (210,000 images downsampled to 32x32). It was compiled as a 'bridge' between CIFAR-10 and ImageNet, for benchmarking machine learning applications. It is split into three equal subsets - train, validation, and test - each of which contain 90,000 images.

Data Citation

Darlow, Luke N; Crowley, Elliot J; Antoniou, Antreas; Storkey, Amos.(2018). CINIC-10 Is Not ImageNet or CIFAR-10, [dataset]. University of Edinburgh. https://doi.org/10.7488/ds/2448.

ID: 77696225