Fashion-MNIST swMATH ID: 31842 Software Authors: Han Xiao, Kashif Rasul, Roland Vollgraf Description: Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms. We present Fashion-MNIST, a new dataset comprising of 28x28 grayscale images of 70,000 fashion products from 10 categories, with 7,000 images per category. The training set has 60,000 images and the test set has 10,000 images. Fashion-MNIST is intended to serve as a direct drop-in replacement for the original MNIST dataset for benchmarking machine learning algorithms, as it shares the same image size, data format and the structure of training and testing splits. The dataset is freely available at this https URL Homepage: https://arxiv.org/abs/1708.07747 Source Code: https://github.com/zalandoresearch/fashion-mnist Related Software: MNIST; Adam; CIFAR; ImageNet; TensorFlow; AlexNet; GitHub; PyTorch; AdaGrad; Scikit; RMSprop; UCI-ml; Wasserstein GAN; InfoGAN; BERT; EMNIST; BigGAN; StyleGAN; SqueezeNet; Spearmint Cited in: 54 Publications all top 5 Cited by 163 Authors 2 Calder, Jeff 2 Grabovoy, A. V. 2 Han, Zhixian 2 Lakhmiri, Dounia 2 Le Digabel, Sébastien 2 Sato, Issei 2 Sereno, Anne B. 2 Strijov, Vadim V. 2 Sugiyama, Masashi 1 Adosoglou, George 1 Ahn, Changwook 1 Akuzawa, Kei 1 Amir, Guy 1 Angizi, Shaahin 1 Angulo, Jesús 1 Anirudh, Rushil 1 Arachie, Chidubem 1 Baldassi, Carlo 1 Bang, Duhyeon 1 Barrett, Clark W. 1 Bernardo, Felipe 1 Bian, Jiang 1 Biau, Gérard 1 Bloch, Isabelle 1 Blusseau, Samy 1 Borges, Marcio R. 1 Boubekki, Ahcène 1 Brefeld, Ulf 1 Bremer, Peer-Timo 1 Cai, Ruichu 1 Castro, Daniel C. 1 Charoenphakdee, Nontawat 1 Chen, Jian-Jia 1 Chen, Kuan-Hsun 1 Chen, Long 1 Chen, Yunmei 1 Choromanska, Anna 1 Couillet, Romain 1 Cowen, Benjamin 1 Cree, Michael J. 1 Cui, Zhenghang 1 Curtis, Frank E. 1 DeMara, Ronald F. 1 Doshi-Velez, Finale 1 Duan, Shiyu 1 E, Weinan 1 Emiya, Valentin 1 Fan, Deliang 1 Flores, Mauricio 1 Frank, Eibe 1 Frégier, Yaël 1 Geiger, Mario 1 Giffon, Luc 1 Giraldi, Gilson Antonio 1 Glocker, Ben 1 Gouk, Henry 1 Gouray, Jean-Baptiste 1 Gu, Xue 1 Günnemann, Stephan 1 Guo, Qian 1 Hamprecht, Fred A. 1 Han, Xiaosong 1 Hao, Zhifeng 1 Hehn, Thomas M. 1 Hou, Jun 1 Huang, Bert 1 Huang, Han 1 Huang, Jiawen 1 Huang, Junhao 1 Huang, Lei 1 Hughes, Michael C. 1 Iwasawa, Yusuke 1 Iwen, Mark A. 1 Jacot, Arthur 1 Janoske, Uwe 1 Jenssen, Robert 1 Jones, Ilenna Simone 1 Kadri, Hachem 1 Kailkhura, Bhavya 1 Kainz, Bernhard 1 Kampffmeyer, Michael 1 Kang, Dongseok 1 Kang, Seoungyoon 1 Katz, Guy 1 Kim, Minseok 1 Kim, Sundong 1 Konukoglu, Ender 1 Kooij, Julian F. P. 1 Kopetzki, Anna-Kathrin 1 Körding, Konrad Paul 1 Kovachki, Nikola B. 1 Krahmer, Felix 1 Krause-Solberg, Sara 1 Lee, Jae-Gil 1 Lerman, Gilad 1 Li, Qianxiao 1 Liang, Xinyan 1 Liang, Yanchun 1 Liao, Zhenyu 1 Lin, Zhiping ...and 63 more Authors all top 5 Cited in 26 Serials 10 Machine Learning 8 Neural Computation 4 Journal of Machine Learning Research (JMLR) 3 International Journal of Computer Vision 2 Automation and Remote Control 2 Journal of Statistical Mechanics: Theory and Experiment 1 Computer Methods in Applied Mechanics and Engineering 1 Inverse Problems 1 Journal of Computational Physics 1 Journal of the Franklin Institute 1 ACM Transactions on Mathematical Software 1 IEEE Transactions on Computers 1 Information Sciences 1 Discrete & Computational Geometry 1 International Journal of Approximate Reasoning 1 Journal of Scientific Computing 1 Proceedings of the National Academy of Sciences of the United States of America 1 Applied and Computational Harmonic Analysis 1 The Journal of Artificial Intelligence Research (JAIR) 1 Annals of Mathematics and Artificial Intelligence 1 Optimization Methods & Software 1 Computational Geosciences 1 Mathematical Morphology. Theory and Applications 1 Texts in Computer Science 1 Communications on Applied Mathematics and Computation 1 SN Operations Research Forum all top 5 Cited in 12 Fields 47 Computer science (68-XX) 8 Statistics (62-XX) 6 Operations research, mathematical programming (90-XX) 4 Numerical analysis (65-XX) 4 Biology and other natural sciences (92-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 3 Statistical mechanics, structure of matter (82-XX) 2 Fluid mechanics (76-XX) 2 Information and communication theory, circuits (94-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Probability theory and stochastic processes (60-XX) 1 Systems theory; control (93-XX) Citations by Year