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guanshuicheng/invoice

Invoice OCR system using YOLOv3 object detection and CRNN-CTC sequence recognition for Chinese VAT invoices.

invoice
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This project provides an OCR service for Chinese VAT invoices (electronic, regular, and specialized) using a Flask-based microservice architecture. It employs YOLOv3 for detecting invoice fields and a CRNN model with CTC loss for sequence-to-text recognition. The system extracts fields such as invoice code, number, date, check code, and post-tax amount.

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