Datasets:

zalando-datasets
/

fashion_mnist

{"fashion_mnist": {"description": "Fashion-MNIST is a dataset of Zalando's article images\u2014consisting of a training set of \n60,000 examples and a test set of 10,000 examples. Each example is a 28x28 grayscale image, \nassociated with a label from 10 classes. We intend Fashion-MNIST to serve as a direct drop-in \nreplacement for the original MNIST dataset for benchmarking machine learning algorithms. \nIt shares the same image size and structure of training and testing splits.\n", "citation": "@article{DBLP:journals/corr/abs-1708-07747,\n  author    = {Han Xiao and\n               Kashif Rasul and\n               Roland Vollgraf},\n  title     = {Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning\n               Algorithms},\n  journal   = {CoRR},\n  volume    = {abs/1708.07747},\n  year      = {2017},\n  url       = {http://arxiv.org/abs/1708.07747},\n  archivePrefix = {arXiv},\n  eprint    = {1708.07747},\n  timestamp = {Mon, 13 Aug 2018 16:47:27 +0200},\n  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1708-07747},\n  bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n", "homepage": "https://github.com/zalandoresearch/fashion-mnist", "license": "", "features": {"image": {"shape": [28, 28], "dtype": "uint8", "id": null, "_type": "Array2D"}, "label": {"num_classes": 10, "names": ["T - shirt / top", "Trouser", "Pullover", "Dress", "Coat", "Sandal", "Shirt", "Sneaker", "Bag", "Ankle boot"], "names_file": null, "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": {"input": "image", "output": "label"}, "builder_name": "fashion_mnist", "config_name": "fashion_mnist", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 54480048, "num_examples": 60000, "dataset_name": "fashion_mnist"}, "test": {"name": "test", "num_bytes": 9080008, "num_examples": 10000, "dataset_name": "fashion_mnist"}}, "download_checksums": {"https://github.com/zalandoresearch/fashion-mnist/raw/master/data/fashion/train-images-idx3-ubyte.gz": {"num_bytes": 26421880, "checksum": "3aede38d61863908ad78613f6a32ed271626dd12800ba2636569512369268a84"}, "https://github.com/zalandoresearch/fashion-mnist/raw/master/data/fashion/train-labels-idx1-ubyte.gz": {"num_bytes": 29515, "checksum": "a04f17134ac03560a47e3764e11b92fc97de4d1bfaf8ba1a3aa29af54cc90845"}, "https://github.com/zalandoresearch/fashion-mnist/raw/master/data/fashion/t10k-images-idx3-ubyte.gz": {"num_bytes": 4422102, "checksum": "346e55b948d973a97e58d2351dde16a484bd415d4595297633bb08f03db6a073"}, "https://github.com/zalandoresearch/fashion-mnist/raw/master/data/fashion/t10k-labels-idx1-ubyte.gz": {"num_bytes": 5148, "checksum": "67da17c76eaffca5446c3361aaab5c3cd6d1c2608764d35dfb1850b086bf8dd5"}}, "download_size": 30878645, "post_processing_size": null, "dataset_size": 63560056, "size_in_bytes": 94438701}}