Gemma 2 AI Challenge

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MenuVision is an advanced web application that revolutionizes menu digitization for restaurants. By leveraging cutting-edge AI, it seamlessly transforms physical menus into digital assets, complete with rich descriptions and professional food images.
Key Features

    Menu Text Extraction
        Upload images in PNG, JPG, or JPEG formats.
        Automatically extracts menu items, categories, prices, and descriptions.
        Organizes extracted data into a user-friendly digital format.

    AI-Enhanced Descriptions
        Generates engaging, detailed descriptions for menu items.
        Highlights ingredients, preparation methods, and unique attributes.
        Tailors descriptions to match a restaurant's tone and branding.

    Automated Food Photography
        Produces professional-grade food images using AI.
        Ensures consistent and visually appealing presentations.
        Customizes images based on the food item’s description and style.

Technical Implementation

MenuVision uses three primary API endpoints:
(1)
/api/img - Menu Processing
Utilizes Google Gemini 1.5 Flash for precise menu text extraction.
(2)
/api/menuItemDes - Description Generation
Leverages Together AI’s Gemma-2b-it model for generating vivid menu descriptions.
(3)
/api/imgGenerate - Image Generation
Employs Together AI’s FLUX.1-schnell model to create realistic food photography.

MenuVision is an AI-driven menu digitization tool that transforms physical restaurant menus into professional digital formats. It extracts menu items, generates appealing descriptions, and produces high-quality food photography, making menu modernization.

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