A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets

Patryk Chrabaszcz, Ilya Loshchilov, Frank Hutter

The original ImageNet dataset is a popular large-scale benchmark for training Deep Neural Networks. Since the cost of performing experiments (e.g, algorithm design, architecture se…