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title: README
emoji: 🌍
colorFrom: red
colorTo: indigo
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short_description: 'Nayana : Vision AI for all'

Nayana - Vision AI for all

Enabling Vision Language Capabilites for Low resource langauges

Initiative by Cognitivelab

Problem Statement

Despite advancements in vision-language AI, a significant number of the world's languages remain underserved, leaving millions without tools to process documents in their native scripts.

Challenges Addressed by Nayana:

Wide Language Gap: Lack of robust OCR solutions for a large spectrum of languages, particularly low-resource and rare languages.
Script Complexity: Supporting diverse writing systems, including those with intricate scripts, cursive styles, or mixed-language content.
Scalability: Need for adaptable models that can handle real-world multilingual document processing at scale.

Nayana is designed to tackle these challenges by fine-tuning cutting-edge OCR models for diverse languages across multiple regions, empowering users to extract actionable insights from their documents regardless of the language or script.

Vision

To democratize access to Vision-Language AI for all communities by empowering a wide range of languages, including low-resource and underrepresented ones, with cutting-edge OCR and document understanding capabilities.

Mission

Enhance Accessibility: Build tools that enable equitable AI solutions for diverse linguistic groups worldwide.
Expand Language Coverage: Support a vast range of languages and scripts, breaking barriers for multilingual document processing.
Foster Collaboration: Provide an open-source platform where developers and researchers can enhance and expand multilingual OCR capabilities.