CIFAR-10
About
A well-known image classification dataset, 10 classes, 32 x 32 pixel images.
Preprocessing description:
See the technical report by Krizhevsky (2009) for details on data preprocessing
Does this dataset contain sensitive information?:
Image datasets obtained from the Web (as CIFAR-10 is) may inadvertently contain sensitive information. The larger Tiny Images dataset has now been retracted for this reason (e.g., see discussion in Peng, Mathur, Narayanan, 2021)
Subject Area
Computer Science
Instances
60,000
Features
–
Data Types
Image
Tasks
Classification
Feature Types
–
Features
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Introductory Paper
Learning Multiple Layers of Features from Tiny Images
Alex Krizhevsky. 2009.
Technical Report, Computer Science Department, University of Toronto