Image to Text Converter

The tool ingests image files (PNG, JPG, TIFF) and applies OCR to extract readable text. It supports multiple languages and can return plain text or structured blocks with bounding box data. This is useful for researchers digitizing historical documents, students transcribing lecture slides, and data-entry teams automating data capture from screenshots and photos.\n\nConceptually, the workflow is image preprocessing, text detection, character recognition, and post-processing to improve spelling and consistency. Language detection guides recognition accuracy, and the output can preserve line or paragraph breaks when requested. Batch processing enables handling many images in a single run.\n\nUnique value lies in flexible outputs and multi-language support, enabling integration with archival projects, invoice processing, and content indexing. It provides per-token confidence scores and optional bounding boxes to support downstream extraction. Example: a set of photographed receipts yields a consolidated text file and a JSON with line items and coordinates.\n\nCore features include input validation, broad image format support, optional language hints, and multiple export formats. Typical use cases include academic research, finance, logistics, and cataloging. The tool does not perform handwriting OCR, nor does it interpret non-text visuals; extracted text should be validated for critical operations.