Image to Text

The tool performs image-to-text conversion using Azure OCR and Form Recognizer. It accepts common image formats (JPEG, PNG, TIFF) and PDFs, with optional language hints to improve accuracy. The output includes plain text and structured metadata suitable for ingestion pipelines.
Conceptually, the pipeline preprocesses each page, recognizes printed (and to a limited extent handwritten) text, analyzes layout to group words into lines, blocks, and tables, and then returns a clean text stream along with per-block confidence and coordinates.
Audience and use cases include developers building document ingestion, finance teams processing invoices and receipts, researchers digitizing archival material, and data engineers feeding downstream analytics. The Azure-backed engine supports multi-language content and consistent behavior across file types.
Unique value and features include optional form and table extraction, language auto-detection, per-page outputs, and confidence metrics. It enables automated export to downstream systems (JSON, CSV) and can be integrated into ETL pipelines or batch jobs.