High-Quality Invoice Images for OCR

홈페이지 · 논문 3편

dataset link : https://www.kaggle.com/datasets/osamahosamabdellatif/high-quality-invoice-images-for-ocr Overview High-Quality Invoice Images for OCR is a curated dataset containing professionally scanned and digitally captured invoice documents. It is designed for training, fine-tuning, and evaluating OCR models, machine learning pipelines, and data extraction systems. This dataset focuses on clean, structured invoices to simulate real-world scenarios in financial document automation. What's Inside 📄 Variety of invoice templates from multiple industries (e.g., retail, manufacturing, services) 🖋️ Different currencies, tax formats, and layouts 📸 High-resolution scanned and photographed invoices 🏷️ Optional field annotations (e.g., invoice number, date, total amount, vendor name) for supervised training Key Applications Training and fine-tuning OCR and Document AI models Machine learning for structured and semi-structured data extraction Intelligent Document Processing (IDP) and Robotic Process Automation (RPA) Benchmarking table detection, key-value extraction, and layout analysis models Why Use This Dataset? ✅ High-quality images optimized for OCR and data extraction tasks ✅ Real-world invoice variations to improve model robustness ✅ Ideal for machine learning workflows in finance, ERP, and accounting systems ✅ Supports rapid prototyping for invoice understanding models Ideal For Researchers working on OCR and document understanding Developers building invoice processing systems Machine learning engineers fine-tuning models for data extraction Startups and enterprises automating financial workflows