README.md

---
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**
```json
{
  "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](https://infobay.ai/) or contact us directly.

    -Ph: (91) 8303174762
    -Email: datareq@infobay.ai