AI component overview

Aspose.OCR for .NET introduces a new AI Component that integrates Large Language Models (LLMs) into the OCR pipeline.

This feature enables enhanced text recognition by performing automatic spell-check correction and post-recognition text enhancement, especially useful in poor scan quality, handwritten text, or low-resolution documents.

What does it do?

The AI component can:

• Improve recognition accuracy via intelligent spell-check.
• Support models hosted on HuggingFace.

⚠️ Now, the AI component focuses on spell-check correction. Future versions will expand to:

• Named Entity Recognition (NER)
• Conversational search within recognized content (chat-like interaction with documents)
• Automatic detection of personal and sensitive data across documents
• Smart document summarization — generate concise summaries of lengthy content
• Text structure reconstruction from images with complex or irregular layouts
• Structured data extraction from semi-structured documents (e.g., invoices, medical records, forms, and tables)

Where it’s used

• Available via the AsposeAI class.

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