Image Description Dataset

Dataset Description

This dataset contains 5125 images with their corresponding descriptions in both long and short formats. The descriptions were generated using the BLIP-large model.

Dataset Statistics

Total images: 5125
Average words in long description: 18.1
Average words in short description: 9.4

Languages

English (en)

Dataset Structure

Each record in the dataset contains:

file_name: Relative path to the image file
text: Main description text used for training
long_description: Detailed description of the image
short_description: Concise description of the image

Created Files

Total Images

5125 images

Other Files

dataset_infos.json: 707 bytes - Contains metadata about the dataset structure and size.
metadata.jsonl: 1662073 bytes - Contains metadata for each image in JSON Lines format.

Dataset Creation

Source Data

The source images were processed using AI image captioning to generate natural language descriptions.

Annotations

The descriptions were automatically generated using:

Model: Salesforce/blip-image-captioning-large
Two types of descriptions:

Long descriptions (max 150 tokens)
Short descriptions (max 10 tokens)

Considerations for Using the Data

Social Impact of Dataset

This dataset can be used to train AI models for:

Automated image description generation
Image captioning systems
Accessibility features for visually impaired users
Content indexing and search

Discussion of Biases

The dataset may contain biases related to:

Types of images represented
AI model's training data biases
Language and cultural context

Other Known Limitations

Descriptions are AI-generated and may contain inaccuracies
Limited dataset size (5125 images)
Model may miss subtle details or context

Additional Information

Dataset Curators

This dataset was created using the py_ai_dataset_maker tool and JS image crawler plugin made by ANTHEZ in 2025.

Licensing Information

This dataset is released under the MIT License.