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README.md

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 short_description: 'Nayana : Vision AI for all'
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+  <h1>Nayana - Vision AI for all</h1>
   
   <a href="https://cognitivelab.in">
   <img src="https://cdn-uploads.huggingface.co/production/uploads/6442d975ad54813badc1ddf7/jjcT87PhlfwKvgWXTj3yk.png" width="80%">
   </a>  
-  <h2> Nayana </h2>
   <h3>Enabling Vision Language Capabilites for Low resource langauges</h3>
   <p>Initiative by <a href="https://cognitivelab.in">Cognitivelab</a> </p>
 
 
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+</div>
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+## 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  
+
+1. **Enhance Accessibility**: Build tools that enable equitable AI solutions for diverse linguistic groups worldwide.  
+2. **Expand Language Coverage**: Support a vast range of languages and scripts, breaking barriers for multilingual document processing.  
+3. **Foster Collaboration**: Provide an open-source platform where developers and researchers can enhance and expand multilingual OCR capabilities.  
+