A Swedish Historical Handwritten Digit Dataset (ARDIS)

2018-11-28 (v. 1)

Contact author

Abbas Cheddad

Blekinge Institute of Technology, Sweden.

cheddad [aT] gmail (dot) com

+46455385863


This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License.
You can cite this dataset as: Abbas Cheddad, A Swedish Historical Handwritten Digit Dataset (ARDIS) ,1,ID:ARDIS_1,URL:http://tc11.cvc.uab.es/datasets/ARDIS_1

Dataset Information

Dataset URL

https://ardisdataset.github.io/ARDIS/

Keywords

Handwritten digit recognition, ARDIS dataset, Machine learning methods, Benchmark

Description

This is a new image-based handwritten historical digit dataset named ARDIS (Arkiv Digital Sweden). The images in ARDIS dataset are extracted from 15.000 Swedish church records which were written by different priests with various handwriting styles in the nineteenth and twentieth centuries. The constructed dataset consists of three single digit datasets and one digit strings dataset. The digit strings dataset includes 10.000 samples in Red-Green-Blue (RGB) color space, whereas, the other datasets contain 7.600 single digit images in different color spaces. Figure 1 illustrates handwritten digit images from different datasets in ARDIS.

Instructions: 

If you use any of these data sets, please cite that as: H. Kusetogullari, A. Yavariabdi, A. Cheddad, H. Grahn and J. Hall, "ARDIS: A Swedish Historical Handwritten Digit Dataset," Neural Computing and Applications, 2019, Springer. DOI: 10.1007/s00521-019-04163-3

URL for data sets download:

https://ardisdataset.github.io/ARDIS/

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