Context

This is a dataset of Devanagari Script Characters. It comprises of 92000 images [32x32 px] corresponding to 46 characters, consonants "ka" to "gya", and the digits 0 to 9. The vowels are missing.

Content

The CSV file is of the dimension 92000 * 1025. There are 1024 input features of pixel values in grayscale (0 to 255). The column "character" represents the Devanagari Character Name corresponding to each image.

Acknowledgements

This dataset was originally created by Computer Vision Research Group, Nepal. [website archive] (https://web.archive.org/web/20160105230017/http://cvresearchnepal.com/wordpress/dhcd/)

Example Script

https://nbviewer.jupyter.org/github/rishianand9/devanagari-character-recognition/blob/master/DCRS.ipynb

Tables

Data

@kaggle.rishianand_devanagari_character_set.data

56.86 MB
92000 rows
1025 columns


CREATE TABLE data (
  "pixel_0000" BIGINT,
  "pixel_0001" BIGINT,
  "pixel_0002" BIGINT,
  "pixel_0003" BIGINT,
  "pixel_0004" BIGINT,
  "pixel_0005" BIGINT,
  "pixel_0006" BIGINT,
  "pixel_0007" BIGINT,
  "pixel_0008" BIGINT,
  "pixel_0009" BIGINT,
  "pixel_0010" BIGINT,
  "pixel_0011" BIGINT,
  "pixel_0012" BIGINT,
  "pixel_0013" BIGINT,
  "pixel_0014" BIGINT,
  "pixel_0015" BIGINT,
  "pixel_0016" BIGINT,
  "pixel_0017" BIGINT,
  "pixel_0018" BIGINT,
  "pixel_0019" BIGINT,
  "pixel_0020" BIGINT,
  "pixel_0021" BIGINT,
  "pixel_0022" BIGINT,
  "pixel_0023" BIGINT,
  "pixel_0024" BIGINT,
  "pixel_0025" BIGINT,
  "pixel_0026" BIGINT,
  "pixel_0027" BIGINT,
  "pixel_0028" BIGINT,
  "pixel_0029" BIGINT,
  "pixel_0030" BIGINT,
  "pixel_0031" BIGINT,
  "pixel_0032" BIGINT,
  "pixel_0033" BIGINT,
  "pixel_0034" BIGINT,
  "pixel_0035" BIGINT,
  "pixel_0036" BIGINT,
  "pixel_0037" BIGINT,
  "pixel_0038" BIGINT,
  "pixel_0039" BIGINT,
  "pixel_0040" BIGINT,
  "pixel_0041" BIGINT,
  "pixel_0042" BIGINT,
  "pixel_0043" BIGINT,
  "pixel_0044" BIGINT,
  "pixel_0045" BIGINT,
  "pixel_0046" BIGINT,
  "pixel_0047" BIGINT,
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  "pixel_0049" BIGINT,
  "pixel_0050" BIGINT,
  "pixel_0051" BIGINT,
  "pixel_0052" BIGINT,
  "pixel_0053" BIGINT,
  "pixel_0054" BIGINT,
  "pixel_0055" BIGINT,
  "pixel_0056" BIGINT,
  "pixel_0057" BIGINT,
  "pixel_0058" BIGINT,
  "pixel_0059" BIGINT,
  "pixel_0060" BIGINT,
  "pixel_0061" BIGINT,
  "pixel_0062" BIGINT,
  "pixel_0063" BIGINT,
  "pixel_0064" BIGINT,
  "pixel_0065" BIGINT,
  "pixel_0066" BIGINT,
  "pixel_0067" BIGINT,
  "pixel_0068" BIGINT,
  "pixel_0069" BIGINT,
  "pixel_0070" BIGINT,
  "pixel_0071" BIGINT,
  "pixel_0072" BIGINT,
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  "pixel_0076" BIGINT,
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  "pixel_0079" BIGINT,
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  "pixel_0086" BIGINT,
  "pixel_0087" BIGINT,
  "pixel_0088" BIGINT,
  "pixel_0089" BIGINT,
  "pixel_0090" BIGINT,
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  "pixel_0095" BIGINT,
  "pixel_0096" BIGINT,
  "pixel_0097" BIGINT,
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  "pixel_0099" BIGINT
);