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Tag Archives: OCR Technology

Scaling Tabscanner’s OCR Models with Multi-GPU and TPU Architectures
March 14, 2025 , Tabscanner

Scaling Tabscanner’s OCR Models with Multi-GPU and TPU Architectures

Tabscanner processes millions of receipts daily, which means its convolutional neural network (CNN) models need to continually improve to maintain exceptional accuracy and efficiency. With massive datasets and a commitment to constant model refinement, traditional single-machine training approaches fall short. Distributed training in TensorFlow provides the tools to scale model development using multi-GPU and TPU […]

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Receipt OCR using Python [Guide 2025]
February 14, 2025 , Tabscanner

Receipt OCR using Python [Guide 2025]

Tabscanner simplifies extracting data from receipts and invoices with its cutting-edge OCR technology. This blog demonstrates how to integrate Tabscanner’s API into your Python backend to process receipts and retrieve structured data in JSON format. Leveraging short polling, Tabscanner efficiently handles the processing of receipt images, with results typically available in about 5 seconds. Let’s […]

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How Accurate Is Receipt OCR Technology?
February 1, 2025 , Tabscanner

How Accurate Is Receipt OCR Technology?

In a world where digital transformation is reshaping industries, Optical Character Recognition (OCR) technology has emerged as a game-changer, particularly in automating tasks such as receipt processing. From scanning grocery store receipts to processing expense reports, OCR aims to eliminate manual data entry and improve efficiency. But how accurate is this technology in practice? How [...]

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Tabscanner Receipt Validation API Wins POC For Expense Management Solution
December 9, 2024 , Michael Lloyd

Tabscanner Receipt Validation API Wins POC For Expense Management Solution

Tabscanner Receipt Validation API Wins POC Expense Management POC Tabscanner was contacted by a large expense management and accounts payable solutions provider. Their application serves over 50,000 small and medium businesses around the world who use their services to gather and submit employee expense reports for internal review and approval. Their existing system allowed employees […]

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The Necessity of Artificial Intelligence Models in Enhancing Receipt Optical Character Recognition: A Technical Analysis
March 3, 2023 , Tabscanner

The Necessity of Artificial Intelligence Models in Enhancing Receipt Optical Character Recognition: A Technical Analysis

AI for Receipt OCR: from 85% accuracy to 99% accurate receipt capture API with Advanced AI technologies. Why the need for AI models is so important for our industry and how it is driving innovation at receipt OCR leader Tabscanner. The Necessity of Artificial Intelligence Models in Enhancing Receipt Optical Character Recognition: A Technical Analysis […]

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Tabscanner Data Refinement: Achieving Peak OCR Technology Accuracy through the additional training of models
January 2, 2023 Tabscanner

Tabscanner Data Refinement: Achieving Peak OCR Technology Accuracy through the additional training of models

Tabscanner Data Refinement: Achieving Peak Accuracy for OCR Technology through the additional training of models In the complex landscape of receipt OCR technology, achieving high levels of accuracy is crucial for businesses that depend on detailed data extraction from various receipt formats. At Tabscanner, we understand that the needs of our clients can be intricate […]

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