USPS

Dataset Information
Modalities
Images
Introduced
1994
License
Unknown
Homepage
Official Website
Contents

Overview

USPS is a digit dataset automatically scanned from envelopes by the U.S. Postal Service containing a total of 9,298 16×16 pixel grayscale samples; the images are centered, normalized and show a broad range of font styles.

Source: Hallucinating Agnostic Images to Generalize Across Domains
Image Source: https://ieeexplore.ieee.org/document/291440

Variants: USPS, MNIST-to-USPS, USPS-to-MNIST

Associated Benchmarks

This dataset is used in 2 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Deep Clustering DEKM Deep Embedded K-Means Clustering 2021-09-30
Image Clustering SPC Selective Pseudo-label Clustering 2021-07-22
Image Clustering DnC-SC Divide-and-conquer based Large-Scale Spectral Clustering 2021-05-02
Image Clustering PSSC Scattering Transform Based Image Clustering … 2020-11-23
Image Clustering DTI-Clustering Deep Transformation-Invariant Clustering 2020-06-19
Image Clustering DEN Interpretable Visualizations with Differentiating Embedding … 2020-06-11
Image Clustering Tree-SNE Tree-SNE: Hierarchical Clustering and Visualization … 2020-02-13
Image Clustering N2D (UMAP) N2D: (Not Too) Deep Clustering … 2019-08-16
Image Clustering DynAE Deep Clustering with a Dynamic … 2019-01-23
Image Clustering DDC Deep Density-based Image Clustering 2018-12-11
Image Clustering DDC-DA Deep Density-based Image Clustering 2018-12-11
Image Clustering SR-K-means Deep clustering: On the link … 2018-10-09
Image Clustering DMSC Deep Multimodal Subspace Clustering Networks 2018-04-17
Image Clustering DBC Discriminatively Boosted Image Clustering with … 2017-03-23
Image Clustering JULE-RC Joint Unsupervised Learning of Deep … 2016-04-13
Image Clustering AGDL Graph Degree Linkage: Agglomerative Clustering … 2012-08-25

Research Papers

Recent papers with results on this dataset:

External Links: