Datasets:
license: cc-by-4.0
size_categories:
- 10K<n<100K
tags:
- infographic
- infographics
- infographic-images
- document-understanding
- document-ai
- computer-vision
- multimodal
- vision-language
- visual-reasoning
- image-understanding
- chart-understanding
- diagram-understanding
- information-extraction
- ocr
- document-analysis
- visual-question-answering
- image-captioning
- image-classification
- deep-learning
- machine-learning
- sft
- rlhf
- self-supervised-learning
task_categories:
- image-classification
- visual-question-answering
Dataset Description:
This dataset is a large-scale collection of infographic images, containing 90,000 images, designed to support the development and training of advanced computer vision, document understanding, visual reasoning, and multimodal AI systems.
Additionally, this dataset can be used in pipelines for Supervised Fine-Tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF) workflows, improving model performance in infographic understanding, information extraction, chart interpretation, and visual reasoning tasks.
Dataset Specification
-Modality: Image
-No. of Images: 90,000
-Type: Infographics / Visual Information
-Language: English
-Data Nature: Real-world and curated data
Key Use Cases
Infographic understanding and classification OCR and text extraction Visual question answering Document and layout analysis Image captioning and multimodal reasoning
Dataset Specification
Modality: Image Format: Infographic Images / Visual Documents Type: Visual Intelligence Use Environment: Academic Research, AI Product Development, Automation Systems, Intelligent Search Applications
Value of This Dataset
Enables advanced AI training for infographic and document understanding systems Improves AI understanding of visual-text relationships and structured layouts Supports AI systems for OCR, visual reasoning, and document intelligence Helps build intelligent multimodal and visual AI applications Enhances performance in image-language and multimodal reasoning tasks
Basic JSON schema
{
"file_name": "string",
"image": "Image",
"width": "int32",
"height": "int32",
"format": "string",
"mode": "string",
"metadata": "dict"
}
Data Creation
Procured through formal agreements and generated in the ordinary course of business.
Considerations
This dataset is provided for research and educational purposes only. It contains only sample data. For access to the full dataset and enterprise licensing options, please visit our website InfoBay.AI or contact us directly.
-Ph: (91) 8303174762
-Email: datareq@infobay.ai