1.8 KiB
1.8 KiB
Product Context
Purpose
DocuLens is a unified web application that combines Optical Character Recognition (OCR), Artificial Intelligence (AI), and computer vision to process, translate, and analyze documents and images. It aims to provide an intuitive interface with real-time feedback for document and image processing tasks.
Problems Solved
- Complex document processing made simple through a unified interface
- Multiple processing modes to handle different use cases:
- Basic OCR (Tesseract only)
- Enhanced OCR (Tesseract + AI correction)
- Full AI OCR processing
- Document translation with support for multiple languages
- Image description and analysis using AI vision models
- Real-time progress tracking with visual feedback
- Secure access with user authentication
How It Works
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File Management:
- Supports PDF and image uploads
- Automatic file naming to prevent overwrites
- Bulk file management capabilities
- Secure access with user authentication
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Processing Modes:
- OCR Mode: Uses Tesseract for text extraction
- OCR + AI Mode: Combines Tesseract with AI correction
- AI Mode: Full AI-powered OCR processing
- Image Description: Uses Gemini's vision capabilities to analyze and describe images
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Translation Features:
- Page-by-page translation
- Support for processed or new files
- Progress tracking
- Outputs translated text with page markers
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Image Description:
- Upload images for AI-powered analysis
- Detailed descriptions generated using Gemini Vision API
- Support for various image formats (PNG, JPG, JPEG, GIF, BMP)
- Real-time progress tracking
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Configuration System:
- AI model management
- Custom prompt configuration
- Language settings
- Import/export of configurations
- User account management