About

The SmartDoc AI application is an advanced document processing platform designed to extract key information from various document types, including invoices, resumes, insurance documents, and bank statements. The application leverages artificial intelligence and machine learning technologies to enhance the accuracy and efficiency of document processing. Users can upload documents in multiple formats, such as PDF, JPG, PNG, TIFF, and BMP, with a maximum file size of 50MB. The application supports over 50 languages, making it suitable for global operations. Once a document is uploaded, the application processes it through a series of steps, including image preprocessing using OpenCV, optical character recognition (OCR) with Tesseract, and natural language processing (NLP) for field extraction. Key features of the SmartDoc AI application include: 1. **Multi-format Support**: Users can upload various document types, including multi-page PDFs. 2. **AI-Enhanced Processing**: The application utilizes OpenCV for image enhancement and Tesseract for OCR, ensuring high accuracy in text extraction. 3. **Batch Processing**: Users can upload and process multiple documents simultaneously, with real-time progress tracking. 4. **User Dashboard**: The application provides an analytics dashboard that displays processing statistics, confidence metrics, and insights into document processing performance. 5. **Export Options**: Users can download extracted data in CSV or JSON formats, or view raw text outputs. 6. **Security and Scalability**: The application is designed with enterprise-grade security features, ensuring secure file handling and user data protection. The application is built using modern web technologies, including Next.js for the frontend, TypeScript for type safety, and TailwindCSS for styling. The backend is powered by serverless functions hosted on Vercel, with AI capabilities provided by Tesseract.js and OpenCV.js. To use the application, users can navigate to the upload section, select their document type and currency, and upload their files. The application will then process the documents and display the extracted information, allowing users to download or copy the results as needed. The user interface is designed to be intuitive, with clear instructions and feedback throughout the document processing workflow. Overall, SmartDoc AI aims to streamline document processing for enterprises, providing a reliable and efficient solution for managing and extracting valuable information from various document types.