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metadata
language:
  - ar
pretty_name: EvArEST dataset for Arabic scene text detection
tags:
  - scene_text_detection
  - scene_text_ocr
dataset_info:
  features:
    - name: image_bytes
      dtype: image
    - name: image_name
      dtype: string
    - name: image_width
      dtype: int64
    - name: image_height
      dtype: int64
    - name: instances
      dtype: string
    - name: full_text
      dtype: string
  splits:
    - name: train
      num_examples: 377
    - name: test
      num_examples: 133
license: bsd-3-clause

EvArEST

Everyday Arabic-English Scene Text dataset, from the paper: Arabic Scene Text Recognition in the Deep Learning Era: Analysis on A Novel Dataset

Detection Dataset

The text detection dataset has 510 images all containing one or more instances of text. Each word is annotated with a four-point polygon that starts with the top left corner of the polygon and follows clockwise. Each image comes with a text file containing three attributes: the four points of the polygon that contains the word, the language of the word.

alt text

Training Data

Test Data

Citation

If you find this dataset useful for your research, please cite

@article{hassan2021arabic,
  title={Arabic Scene Text Recognition in the Deep Learning Era: Analysis on A Novel Dataset},
  author={Hassan, Heba and El-Mahdy, Ahmed and Hussein, Mohamed E},
  journal={IEEE Access},
  year={2021},
  publisher={IEEE}
}