Omkar2118/datasets huggingface dataset:
FEMNIST
Full name: Federated Extended MNIST

See paper:

Caldas, Sebastian, et al. "Leaf: A benchmark for federated settings." arXiv preprint arXiv:1812.01097 (2018).