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Category: Tabscanner Articles

The Power of TensorFlow and Keras: Driving Tabscanner’s Cutting-Edge OCR Pipeline
April 14, 2025 , Tabscanner

The Power of TensorFlow and Keras: Driving Tabscanner’s Cutting-Edge OCR Pipeline

At the heart of Tabscanner’s high-performance receipt OCR processing and image classification lies a robust and scalable convolutional neural network (CNN) pipeline. This pipeline leverages the transformative power of TensorFlow and Keras, enabling accurate and efficient data extraction from receipt images. In this blog post, we explore the origins and evolution of Keras, its integration […]

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How does Tabscanner handle data security and privacy?
April 1, 2025 , Tabscanner

How does Tabscanner handle data security and privacy?

​Tabscanner's Receipt OCR (Optical Character Recognition) API is designed to securely process and extract data from receipt images, ensuring that sensitive information is protected throughout the process. The platform implements robust security measures, including encryption protocols, stringent data storage policies, and adherence to international data protection regulations such as the General Data Protection Regulation (GDPR).​ [...]

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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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How Tabscanner Receipt OCR Technology Handles Multiple Languages and Currencies
March 1, 2025 , Tabscanner

How Tabscanner Receipt OCR Technology Handles Multiple Languages and Currencies

How Tabscanner Receipt OCR Technology Handles Multiple Languages and Currencies Whether it’s a multinational corporation managing receipts from various countries or a traveller documenting expenditures, the ability to process multiple languages and currencies is a key feature of modern receipt OCR solutions. But how exactly do these systems work? Let’s delve into the technology that [...]

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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? The [...]

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Receipt OCR using node.js and Javascript [Guide 2025]
January 14, 2025 , Tabscanner

Receipt OCR using node.js and Javascript [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 Node.js 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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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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