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Arabic Handwritten Characters Dataset

MNIST-like dataset for arabic handwritten characters

Arabic Handwritten Characters Dataset

The dataset is composed of 16,800 characters written by 60 participants, the age range is between 19 to 40 years, and 90% of participants are right-hand. Each participant wrote each character (from ’alef’ to ’yeh’) ten times on two forms. The forms were scanned at the resolution of 300 dpi. Each block is segmented automatically using Matlab 2016a to determining the coordinates for each block. The database is partitioned into two sets: a training set (13,440 characters to 480 images per class) and a test set (3,360 characters to 120 images per class). Writers of training set and test set are exclusive. Ordering of including writers to test set are randomized to make sure that writers of test set are not from a single institution (to ensure variability of the test set).

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Task
Image Classification
Annotation Types
Classification Tags
13440
Items
480
Classes
13440
Labels
Models using this dataset
Last updated on 
January 20, 2022
Licensed under 
Unknown
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