AI-Powered Document Data Extractor
Product Description:
The AIPowered Document Data Extractor utilizes advanced AI technologies such as computer vision, natural language processing (NLP), and optical character recognition (OCR) to accurately and efficiently extract data from various documents. This system streamlines data extraction processes, ensuring high precision and reliability, and is designed for deployment on Azure.
How it works:
- Image Acquisition: Capture high-resolution images of documents using cameras or scanners.
- Preprocessing: Enhance image quality and remove noise to optimize data for extraction.
- Text Detection: Apply state-of-the-art computer vision and OCR techniques to detect text within the documents.
- Data Extraction: Use NLP and CNN models to extract relevant data fields from the text.
- Data Classification: Classify extracted data into predefined categories (e.g., names, addresses, identification numbers).
- Validation: Validate extracted data against predefined criteria or databases to ensure accuracy.
- Reporting: Generate reports detailing the extracted data for further processing or storage.
- Feedback Loop: Continuously improve AI models based on feedback to enhance extraction accuracy and efficiency over time.
Features:
- Advanced Document Parsing
- High Accuracy and Precision
- Efficient Data Extraction
- Versatility and Integration
- Continuous Improvement
- Azure Deployment
Technical Skills:
- Computer Vision
- NLP
- OCR
- Python
- PyTorch
- FastAPI
- Azure Deployment
Client:
- TSS Consultancy