README.md

metadata

annotations_creators:
  - machine-generated
language_creators:
  - expert-generated
language:
  - en
license:
  - mit
multilinguality:
  - monolingual
size_categories:
  - 10K<n<100K
source_datasets:
  - original
task_categories:
  - image-to-text
  - image
  - image-captioning
  - text-to-image
task_ids:
  - image-captioning
pretty_name: ShahNegar

ShahNegar (A Plotted version of The Shahnameh)

This dataset is a plotted version of Ferdowsi's Shahnameh (which is a highly-regarded ancient set of Farsi poems) generated using DALL-E mini (aka craiyon). You can use this dataset using the code below:

from datasets import load_dataset

dataset = load_dataset("sadrasabouri/ShahNegar")

Table of Contents

• Table of Contents
• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Paper:
• Point of Contact: Sadra Sabouri

Dataset Summary

This dataset contains more than 30K images with their corresponding text from the Shahnameh. For each Shahnameh paragraph, we generated at most 9 images. Images corresponding to the same paragraphs have the same id field. There was a human annotation post-process in which we removed some harmful/private generated images from the dataset.

Supported Tasks and Leaderboards

The main purpose of making this dataset open source is because of its artistic value, but it can also be used for the below tasks:

• text-to-image
• image-to-text (image captioning)

Languages

The Shahnameh was generally written in Farsi (Persian) but the translated version we used for this dataset - satoor - was completely in English with no alignments for the corresponding Farsi poem. We are planning to add another field to dataset entries which is the corresponding Farsi poem as soon as possible.

Dataset Structure

Data Fields

Here is an instance of our dataset:

{
    "image": <PIL Image Byte>,
    "id": 0,
    "text": "He took up his abode in the mountains, and clad himself and his people in tiger-skins, and from him sprang all kindly nurture and the arts of clothing, till then unknown."
}

• image: the image for given text.
• id: the id for the text (Not for the image).
• text: the English text for the image.

Data Splits

This dataset has only a split (train split).

Dataset Creation

The translated version of the Shahnameh was generally derived from the satoor website.

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

[More Information Needed]

Citation Information

[More Information Needed]

Contributions

Thanks to @sadrasabouri for adding this dataset.