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Dhivehi News Layout Dataset

This dataset contains generated page layouts for Dhivehi news content in various traditional publication styles, intended for document layout generation and analysis tasks.

Dataset Description

Dataset Summary

The dataset consists of Dhivehi news articles rendered in different traditional layout styles, with varying fonts and orientations. Each sample includes both the rendered image and the original text content.

Dataset Splits

  • Train: 70%
  • Validation: 20%
  • Test: 10%

Supported Tasks

  • Text-to-layout generation
  • Layout analysis
  • Document understanding

Languages

  • Dhivehi (dv)

Dataset Structure

{
    'image': Image(),           # The rendered layout image
    'text': str,               # Processed text content
    'mardown': str,               # Markdown text content
    'orientation': str,        # 'portrait' or 'landscape'
    'layout': str,            # Layout style used
}

Sizes

  • Portrait: 1400 × 1867 px
  • Landscape: 1867 × 1400 px

Layouts

  • Single Column: Basic single-column layout
  • Newspaper: Multi-column newspaper style
  • Magazine: Variable width columns

Source Data

Text content sourced from Dhivehi News Corpus

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Models trained or fine-tuned on alakxender/dhivehi-img-txtsen