90K+ Infographic Image Dataset
Generative AI & Computer Vision
Tags and Keywords
£50,100
About
90K+ Infographic Image Dataset
Description
The 90K+ Infographic Image Dataset is a curated collection of high-quality infographic images designed for artificial intelligence, computer vision, document understanding, optical character recognition (OCR), visual question answering (VQA), information extraction, and multimodal machine learning applications. The dataset includes professionally designed infographics covering diverse domains such as business, healthcare, education, finance, technology, science, marketing, and public information.
This dataset enables AI models to understand complex visual layouts, charts, diagrams, icons, text, and graphical elements commonly found in infographics. It is an excellent resource for training, fine-tuning, and benchmarking machine learning models for document intelligence, visual reasoning, chart understanding, layout analysis, and automated content extraction.
Note: Pricing varies depending on several factors, including the number of images, image quality and resolution, metadata availability, annotation requirements, number of attributes, file formats, licensing terms, and customization needs. For highly detailed, information-rich, or professionally designed infographic images, pricing may reach up to USD $2 per image. The final price will be determined based on the specific dataset requirements.
Data Product Features
| Feature | Description |
|---|---|
| File Format | Image format (e.g., JPG, JPEG, PNG) |
| Topic | Primary subject covered in the infographic. |
| Resolution | Image resolution in pixels. |
| Orientation | Image orientation (Portrait, Landscape, Square). |
| Color Theme | Dominant color palette used in the infographic. |
| Text Content | Indicates whether textual information is present. |
| Visual Elements | Types of visual components such as charts, icons, illustrations, maps, timelines, or diagrams. |
Distribution
- Formats: JPG, JPEG, PNG
Data Volume
- Images: 90K+ infographic images
- Media Type: High-resolution infographic images
- Dataset Size: The dataset size may vary depending on image resolution, image dimensions, file formats, design complexity, metadata availability, annotations, and dataset version.
Usage
This data product is ideal for a variety of applications:
- Document Understanding: Train AI models to interpret infographic layouts and content.
- Optical Character Recognition (OCR): Improve text detection and extraction from infographic images.
- Chart Understanding: Develop models for interpreting graphs, charts, and data visualizations.
- Visual Question Answering (VQA): Support multimodal AI systems that answer questions based on infographic content.
- Information Extraction: Automatically extract structured information from visual documents.
- Layout Analysis: Detect and classify visual elements and page structures.
- Computer Vision: Train models for infographic classification and visual content understanding.
- Generative AI: Build AI systems capable of generating or summarizing infographic content.
- Educational AI: Develop intelligent learning and educational content analysis tools.
- Business Intelligence: Analyze visual reports and business dashboards.
Coverage
- Geographic Coverage: Global
License
CC BY 4.0 (Creative Commons Attribution 4.0 International)
AI Training Rights
InfoBay.AI ensures that all datasets are sourced, curated, and managed with proper ownership verification, licensing documentation, and data provenance records. We hold the necessary rights to license and sublicense the datasets we provide through formal agreements with our data vendors, which grant us the required permissions for commercial licensing and AI training use cases. To ensure transparency and compliance, we maintain relevant documentation and have previously shared redacted agreements for selected datasets as evidence of our data rights and licensing authority.
Data Dictionary
| Column Name | Data Type | Description | Possible Values/Notes |
|---|---|---|---|
| File_Name | String | Image filename | JPG, JPEG, PNG |
| File_Format | String | Image format | JPG, JPEG, PNG |
| Resolution | String | Image resolution | Width × Height (pixels) |
| Orientation | String | Image orientation | Portrait, Landscape, Square |
| Color_Theme | String | Dominant color palette | Single or multiple colors |
| Text_Content | Boolean | Indicates textual content | Yes / No |
| Visual_Elements | String | Graphic components present | Charts, Icons, Maps, Timelines, Diagrams, Illustrations |
| Layout_Type | String | Overall layout style | Single-Column, Multi-Column, Grid, Timeline |
Considerations
This dataset is provided for research and educational purposes only. It contains only sample data.
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£50,100
Download Dataset in IMAGE Format
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