MNIST-M

MNIST-M is created by combining MNIST digits with the patches randomly extracted from color photos of BSDS500 as their background. It contains 59,001 training and 90,001 test images.

Source: A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Image Source: https://arxiv.org/pdf/1505.07818v4.pdf