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Trocr Large Printed Cmc7 Tesseract MICR Ocr
A model fine-tuned based on microsoft/trocr-large-printed, specifically designed for CMC7 format MICR (Magnetic Ink Character Recognition) OCR tasks.
Downloads 56
Release Time : 7/23/2023
Model Overview
This model is an OCR model optimized for CMC7 format MICR character recognition tasks, demonstrating the capability of applying TrOCR technology to solve domain-specific OCR problems.
Model Features
High-precision CMC7 recognition
Specifically optimized for MICR characters in CMC7 format, with a character error rate (CER) as low as 0.00497
Based on TrOCR architecture
Utilizes Microsoft's TrOCR-large-printed model as the foundation, offering robust printed text recognition capabilities
Domain-specific optimization
Specially trained for MICR character recognition in financial documents such as bank checks
Model Capabilities
CMC7 format MICR character recognition
Printed text recognition
Financial document processing
Use Cases
Financial banking operations
Check processing
Automatically recognizes CMC7 MICR encoding at the bottom of bank checks
High-precision recognition with CER as low as 0.00497
Financial document automation
Processes various financial documents containing MICR characters
/Tesseract%20MICR%20(CMC7%20Dataset)/Images/Histogram%20of%20Label%20Character%20Length.png)
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