Read Handwriting - SimpleOCR

Using ABBYY Vantage Document Skills

Processing Your First Documents with Vantage

Learn how easy it is to get started with Vantage – upload your documents and Vantage will take care of the rest.

How to Create and Train a Vantage Document Skill

Learn how to use the Vantage Skill Designer to create and train a new Document Skill with just a few sample documents.

How to Create and Train a Classification Skill in ABBYY Vantage

Learn how to use the Vantage Skill Designer to train a new Classification Skill. You need just a few samples of each document class.

How to Automate a Complete Workflow, by Creating a Vantage Process Skill

How to Edit a Document Skill

Learn how to adapt already existing skills to your specific documents and business requirements.

How to perform the first authentication in Vantage Swagger UI?

To get a first access token perform the initial authentification using the default client, one does not need to enter any passwords or client ID. The initial authentication is preconfigured. Just open a Swagger page (EU link or US link), click Authorize:

Select all scopes, and click Authorize again:

The password should be specified only for a custom client. A custom client can be created after the initial initialization.

References

EU Help: Getting a Tenant Identifier or US Help: Getting a Tenant Identifier

EU Help: Creating a Client or US Help: Creating a Client

Learn more at ABBYY […]

Reading Handprint, Checkmarks, and Forms with FlexiCapture and Vantage

ICR – Intelligent Character Recognition

Intelligent Character Recognition

Intelligent Character Recognition (ICR) is an extended technology of the optical character recognition (OCR ). While the OCR technology is designed to extract machine-printed characters, the ICR technology retreives information provided as hand-printed characters

The ICR technology can extract hand-printed characters that are separated and written as individualcharacters in areas/zones – these areas/zones needs to be specified as fixed fields of a machine readable forms. Alternativelly, they need to be automatically detected.

Example of a form containing hand-printed characters:

Important note: ICR is not able to extract texts in “cursive handwriting” as in this example:

In most cases, the ICR technology is linked to Field Level / Zonal Recognition and forms processing.
To enhance the ICR recognition accuracy, it is recommended to use meta data, for example regular expressions, dictionaries or database lookups.

ICR in ABBYY SDKs

The following ABBYY SDKs and products support ICR

FineReader Engine
Since the version 12, Release 3, ICR is as well included in the Linux version. Since the Release 4 of the version 12, it is as well included in the Mac version of FineReader Engine (in lower versions, the ICR technology was only supported in the Windows version.
FlexiCapture SDK – this SDK is designed for forms processing and data extraction, ICR and template matching for fixed forms are part of the default feature set. In addition, ABBYY offers this technology as a product in form of the FlexiCapture platform.

Cloud OCR SDK – the ABBYY OCR service, allows reading zones that contain hand-printed, separated characters. This online OCR service […]

OCR Guide

Optical Character Recognition

During your foray into the world of document scanning, you’ve likely encountered the term “OCR” and may even know that it stands for “Optical Character Recognition“. But what exactly is OCR and how can you make the best use of this sophisticated and valuable tool?

We’re here to give you a run-down of what you need to know about Optical Character Recognition, answer any questions you might have, and recommend the best OCR software solution for your scanning project.

Table of Contents:

What is OCR?
OCR Output Types
Limitations of OCR
OCR for Business
Levels of OCR Software
Improving OCR Accuracy
Desktop OCR Software Comparison
Feature Comparison Chart
OCR Apps and Descriptions

What is OCR?

What Is OCR Barcode Scanning Recognition Software The primary purpose of Optical Character Recognition is to quickly and automatically scanned or photographed document images into machine readable text that can be searched for keywords or edited in a word processor.

In general, an OCR engine analyzes the pixel data of scanned images and searches for patterns resembling letters, numbers, and other symbols to create a digitized record of characters.

The biggest OCR engines employ huge Artificial Intelligence (AI) and Machine Learning (ML) models that have been trained on billions of documents collected over decades of development.

While the exact mechanics of this process can be complicated, OCR engines are a key automation tool for the digital age. It bridges the gap between knowledge stored on physical documents and digital data that can be edited, searched or parsed into structured data to automate data entry tasks.

OCR Output Types

Full Page OCR converts the entire document into one of the following formats:

[…]

Applications

When you scan a document that has text or numeric data on it, you are able to read and understand what is written in the scanned image. However, to a computer, the resulting image file is just as meaningless an assortment of pixels as a landscape photo. In order to transform this information into an editable format that you can search through, copy, and modify without retyping it manually, you will need the an Optical Character Recognition (OCR) software.

There is a wide variety of OCR software available. While they all share the ability to convert images of machine printed (not handwritten) text or numbers into an editable format, the various software often have different features, accuracy, prices, and language options.

You can find the various types of OCR software with a description of each below.

Users within a single department, working from home or who have a small business can simply scan their documents to a folder that is shared to everyone. In this “ad-hoc” scenario you only need some basic document scanning software to simplify and bring consistency to your filing system.

If you want to move to the next level, there are Desktop Document Management options that provide an all-in-one means for capture, storage, search and retrieval of documents. Additionally, they provide security, advanced capabilities and ease of use above that of the ad-hoc methods

And let’s not forget cloud-based options that alleviate the need to maintain storage servers or keep software up to date.

Need a simple, no frills OCR solution without spending hundreds of dollars on a professional software package? Look no further. There is a no cost, donation optional, OCR freeware solution for […]

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ABBYY OCR

ABBYY is one of the leading OCR (Optical Character Recognition) companies in a world. They offer a large variety of document capture and automation products starting with FineReader Pro for individual or small business scale companies and FineReader Corporate. If you need to process many thousands or millions of pages, ABBYY has FineReader Server for full-text OCR and FlexiCapture for OCR data capture. Many companies are using their products for its flexibility and scalability, there is always a way to customize ABBYY OCR products to fit your automation needs.

ABBYY FineReader OCR software helps individuals turn scans of paper documents, PDF files, and digital photographs into searchable and editable formats. Unmatched text recognition accuracy and document conversion capabilities virtually eliminate retyping and reformatting. Intuitive use and one-click automated conversion tasks let you do more with this OCR software in fewer steps. Up to 190 languages supported for text recognition and document conversion – absolute record on OCR/PDF software market!

ABBYY FlexiCapture is a powerful data capture and document processing solution. It is designed to transform streams of documents of any structure and complexity into business-ready data. Solid recognition technologies, automatic document classification and a highly scalable and customizable architecture, will allow it to help companies and organizations of any size to streamline their business processes, increase efficiency and reduce costs.

ABBYY FineReader Server is powerful server-based OCR software for automated document capture and PDF conversion. Designed for mid- to high-volume batch processing, it enables organizations and scanning service providers to establish cost-efficient processes for converting paper, as well as TIFF, JPEG, and PDF image documents into electronic files suitable for full-text search and long-term digital archiving.

ScanStore and SimpleSoftware are highly experienced integrators of ABBYY […]

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Forms Processing

What is ICR, Survey & Forms Processing?

ICR stands for Intelligent Character Recognition and is the technology that allows software to interpret hand printed text on scanned images.

Data Capture Forms OCR Forms Processing Software uses ICR technology to automate data entry tasks involving hand-filled surveys, applications and forms. It provides interfaces for scanning, recognition, data verification and export, as well as management and monitoring tools to track large volumes of documents and data through the workflow.

Forms Processing also includes OCR (Optical Character Recognition) technology to recognize machine printed text, and OMR (Optical Mark Recognition) for check boxes and multiple choice bubbles.

It is also possible to use these applications to automate data collection from PDF forms, Word documents, Excel spreadsheets, and other formats used to fill out forms electronically. Many include the ability to publish forms as paper, fillable PDF and web pages simultaneously to distribute and collect data from multiple sources into one dataset.

Who can benefit from forms processing software?

Any organization that collects data on paper-based forms, surveys or applications on a regular basis can get a very high return on investment by automating the data entry with forms processing software.

You do need to have a significant number of forms to justify the expense– at least a hundred forms per month or more depending on how much data is being captured. If the data entry task can be done in under 100 man-hours then it is not a good candidate for automation with ICR software.

Organizations that have many separate departments that collect data on forms can share the budget for forms processing software by re-using it for other projects. Your current project may not be big enough to justify the expense, but when combined with one or two others it would be.

How much do […]

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SimpleOCR | OCR Software Experts

Learn More Download Now

Document Scanners
& Scanner Parts

Accurate OCR starts with quality images. Efficient OCR starts with fast scanning. Find Document Scanners built for OCR at ScanStore.

Our Team of OCR experts is here to help! SimpleOCR is not just Freeware, we have every kind of OCR solution from PDF Converters to Enterprise Data Capture, OCR Servers and Handprint Recognition for Forms and Surveys. Live chat with an OCR specialist now or Contact Us for a consultation on your OCR project.

SimpleOCR is the popular freeware OCR Software with hundreds of thousands of users worldwide. SimpleOCR is also a royalty-free OCR SDK for developers to use in their custom applications.

SimpleIndex is OCR built for business, offering powerful batch scanning, OCR server, and data capture features with a simple user interface and affordable licensing.

If you like free stuff, freeware versions of our SimpleView Document Viewer (with Tesseract OCR), SimpleCoversheet Bar Code Printer, and SimpleExport CSV to XML Converter are also available.

If you have a scanner and want to avoid retyping your documents, SimpleOCR is the fast, free way to do it. The SimpleOCR freeware is 100% free and not limited in any way. Anyone can use SimpleOCR for free–home users, educational institutions, even corporate users.

If your documents have multi-column layouts, non-standard fonts, tables, poor quality or digital camera images, you will not have much success with applications based on free and open source engines like SimpleOCR and Tesseract. You will need a commercial OCR application to get an accurate read. Our OCR Guide compares desktop and […]

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Handprint Recognition Guide

What is ICR, Handprint Recognition?

ICR stands for Intelligent Character Recognition and is the technology that allows software to interpret hand printed text on scanned images.

Forms Processing Software uses ICR technology to automate data entry tasks involving hand-filled surveys, applications and forms. It provides interfaces for scanning, recognition, data verification and export, as well as management and monitoring tools to track large volumes of documents and data through the workflow.

Forms Processing also includes OCR (Optical Character Recognition) technology to recognize machine printed text, and OMR (Optical Mark Recognition) for check boxes and multiple choice bubbles.

Traditional forms processing relies on constrained handwriting, where boxes on the form force the filler to write with separated, printed block characters. Modern AI technology has dramatically improved the ability to recognized unconstrained handwriting and cursive script. Hand printed notes, free-form comments blocks, non-segmented fields, historic documents, and more can now be converted to text with acceptable accuracy where these were impossible just a few years ago.

Who can benefit from handwritten recognition software?

Any organization that collects data on paper-based forms, surveys or applications on a regular basis can get a very high return on investment by automating the data entry with forms processing software.

You do need to have a significant number of forms to justify the expense, at least a hundred forms per month or more depending on how much data is being captured. If the data entry task can be done in under 25 working hours then it is probably not a good candidate for automation with ICR software.

Organizations that have many separate departments that collect data on forms can share the budget for forms processing software by re-using it for other projects. Your current project […]

Knowledge Base

The SimpleOCR Knowledge Base contains frequently asked questions and answers, technical guides and general information on a broad range of optical character recognition, handprint recognition, data capture, PDF OCR, AP invoice scanning and zone OCR applications.

Contact Us for FREE Consultation on Your OCR Project

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OCR Data Capture

What is OCR Data Capture?

document OCR process automation OCR stands for Optical Character Recognition and is the technology that allows software to interpret text on scanned images. When this technology is applied to automating business data entry processes it’s referred to as OCR Data Capture.

Many are familiar with popular desktop OCR applications designed to convert scanned images to editable documents. When this process is applied to specific areas of the document containing data fields it’s called zone OCR. But OCR data capture software is more than just simple zone OCR. Modern applications use some or all of these technologies:

Handprint recognition (ICR or Intelligent Character Recognition) for forms processing.
Advanced rules-based templates for locating common data elements on pages with different layouts and formatting.
Artificial intelligence that is able to use point and click user feedback to train recognition templates automatically.
Natural language processing is able to interpret paragraphs of text and extract meaningful data from them.
Robotic process automation puts back office integration into the hands of power users instead of programmers.
Preconfigured form templates and business rules for common applications like invoice processing and healthcare claim forms.

Enterprise data capture systems provide interfaces for scanning, recognition, data verification and export, as well as management and monitoring tools to track large volumes of documents and data through the workflow.

Who can benefit from OCR data capture software?

messy business information made easy with ocr data capture Any organization that collects data from paper documents, or electronic files like PDF and Office documents, can get a very high return on investment by automating the data entry with OCR data capture software.

You do need to have a significant number of documents to […]

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OCR Consulting Services

OCR Experts for Any Project

Our unique team of OCR experts are equipped to help out with OCR projects of any size or complexity. We have support specialists that can remotely configure desktop solutions in a matter of minutes and expert systems integrators with years of programming, database design, and robotic process automation experience.

Desktop OCR

Use our online store to order desktop OCR applications and our staff will be happy to answer your setup questions via email or web chat.

Remote configuration and training services using GotoMeeting are available for a low hourly rate.

Let Us OCR That For You

Got a one-time conversion and don’t want to hassle with software? Upload your scanned document to us and we’ll send back the converted files. Optional verification service corrects recognition errors and layout issue for a low hourly rate.

Data processing for forms, reports, directories, and other documents is also available with output to CSV, Excel, XML, JSON, SQL, etc.

Contact us and if possible provide a sample, total pages, desired output and whether you want us to correct the results after OCR and we’ll reply back with a quote right away. Prices start at $50 for up to 1,000 pages.

Batch Scanning & OCR Servers

Automate document scanning and digital document archival processes using zone OCR, barcode recognition, database integration and other technologies.

Small business systems and single document workflows can be setup remotely via GotoMeeting, usually in just a few hours. Chat now if we’re online or leave a message to schedule a consultation.

Data Capture and Forms Processing

Advanced data extraction solutions that can turn the most complex documents into structured data ready […]

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Digitech Systems OCR

Digitech Systems creates an award-winning digitization and content management software and cloud services that deliver Any Document, Anywhere, Anytime^®, organizations of all sizes now securely and effectively extract, manage and automate their business information.

The PaperVision and ImageSilo brands are used by thousands of businesses worldwide from global conglomerates to Main Street to help teams pave the path to more meaningful work by transforming how they handle digital files, processes, documents, and more.

Starting with PaperFlow digitization software, subsequent years brought on-premise information management (PaperVision Enterprise, 1998), the world’s first cloud Enterprise Content Management system (ImageSilo, 1999), business process automation (PaperVision Enterprise WorkFlow, 2002), intelligent data capture (PaperVision Capture, 2009), and AI-enabled forms processing (PaperVision Forms Magic™, 2016). The PaperVision^®.com cloud-based information management system was introduced in 2020. These products provide unprecedented ease-of-use and architectural flexibility, while balancing fully featured products with a sensible price/performance ratio and legendary customer service.

PaperVision Enterprise performs dependable electronic document management to automate office environments, conserve paper, time, money, and provide peace of mind. Retrieval solutions provide enterprise scalability and functionality with advanced features that enhance your efficiency and protect corporate data. Electronic information is retrieved instantly with our user-friendly graphical interface that displays a complete overview of all your available projects. View, manipulate, print, fax, export, and e-mail documents directly from your PC. On-premise installation or cloud hosted services available.

PaperVision Direct Scan, import, index, and organize paper documents using your existing scanners and multi-function devices (MFD) to create convenient digital files and securely upload them to the cloud. Start scanning documents right at your desk! Turn any vulnerable paper document into a useful digital file that can be securely managed in your PaperVision.com cloud service.

PaperVision Capture Forms Magic adds handwriting […]

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ABBYY FlexiCapture On-Premise

ABBYY FlexiCapture On-Premise – Distributed – Perpetual License PPY 50K Pages

ABBYY FlexiCapture is a powerful data capture and document processing solution from a world-leading technology vendor. It is designed to transform streams of documents of any structure and complexity into business-ready data. And its award-winning recognition technologies, automatic document classification, plus a highly scalable and customizable architecture, mean that it can help companies and organizations of any size to streamline their business processes, increase efficiency and reduce costs.

ABBYY FlexiCapture Cloud

ABBYY FlexiCapture Cloud delivers ABBYY’s advanced data capture platform capabilities via REST API and web interfaces. ABBYY FlexiCapture Cloud customers can rapidly configure and deliver their Content IQ solution, taking advantage of our cloud services to automate and accelerate their document-driven processes. The advanced machine learning and AI in the platform improve classification and data extraction results, enabling core processes to support better, smarter, faster decisions.

FlexiCapture Cloud enables organizations to accelerate digital transformation by complementing their automation systems with new and advanced cognitive capabilities that liberate the intelligence locked in their documents.

PaperVision Capture Forms Magic

PaperVision Capture Forms Magic adds handwriting recognition, forms processing, invoice processing or healthcare claims forms templates and business rules to their high-volume document scanning and data capture platform.

ABBYY Vantage

ABBYY Vantage leverages AI machine learning and a huge library of document “skills” to provide out-of-the-box data capture for all kinds of documents.

Vantage provides a simple way to implement new data capture processes without the need for programmers.

It takes the FlexiCapture platform, hosts it in the cloud, and dramatically simplifies the interface. The thousands of settings you can use with FlexiCapture to build templates are managed by the AI, giving you a simple point and click interface to create new document capture workflows.

The “Skills” library gives you pre-configured capture workflows for hundreds of the most common documents. Simply connect them to your import and export destinations and you are ready to go, saving you hours or even days of development time.

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Remark Office OMR Software

Data collection and analysis software for surveys, tests and other plain paper forms. You create your own forms that are scanned with an image scanner or copier. Remark Office OMR product has been used to scan and process billions of forms. Remark gives you the tools you need to get your results quickly. Through years of customer feedback, we’ve carefully designed our products to be user-friendly while providing a rich feature set to satisfy the specific needs of individuals like you.

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Remark Test Grading

Remark Test Grading is an easy-to-use solution to quickly grade online and paper tests, saving you time and money. Remark Test Grading Cloud allows busy instructors to quickly create and grade tests in the cloud so they can get more accomplished with less. With just a few clicks of the mouse, instructors can create an online test or a printable test answer sheet to be distributed to their students.

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Google Cloud Vision API

Vision API offers powerful pre-trained machine learning models through REST and RPC APIs. Assign labels to images and quickly classify them into millions of predefined categories. Detect objects and faces, read printed and handwritten text, and build valuable metadata into your image catalog.

Automatically extract handwriting, plain text or form data from any document using a huge machine learning model based on billions of sample documents.

Google Vision is a cloud OCR service that automatically detects and extracts text and data from scanned documents and PDF files. It goes beyond simple optical character recognition (OCR) to also identify the contents of fields in forms and information stored in tables.

Google Vision API also lets you implement OCR in your RPA workflows. UiPath and other bots offer connectors that let you include Vision OCR into your RPA process.

Google Vision is not a “ready-to-use” product. It requires programing skills, experience with Google cloud services, and decent amount of coding to implement it into your systems, especially once you add user interfaces for scanning and data validation.

Simple Software developers have the necessary skills and experience to integrate Google Vision into your custom applications. Contact us or click the Request a Quote button to get a proposal for your custom application development project.

Nikita2022-06-22T18:15:44-04:00Categories: Cloud OCR, Handwriting Recognition, Invoice Processing, OCR SDK, OCR Services|Tags: AI OCR Training, Artificial Intelligence, Cloud OCR, Convert Handprint to Text, Cursive Handwriting Recognition, Data Capture, Handprint Recognition, Handwriting Recognition, Machine Learning, OCR Accuracy, OCR Engine, OCR Library, OCR SDK, Read Handwriting, SDK OCR|

Amazon Textract API

Automatically extract handwriting, plain text or form data from any document using the world’s largest OCR machine learning model based on billions of sample documents.

Amazon Textract is a cloud OCR service that automatically detects and extracts text and data from scanned documents and PDF files. It goes beyond simple optical character recognition (OCR) to also identify the contents of fields in forms and information stored in tables.

Amazon Textract API also lets you implement OCR in your RPA workflows. UiPath and other bots offer connectors that let you include Textract OCR into your RPA process.

Textract is not a “ready-to-use” product. It requires programing skills, experience with AWS systems and decent amount of coding to implement it into your systems, especially once you add user interfaces for scanning and data validation.

Simple Software developers have the necessary skills and experience to integrate Textract into your custom applications. Contact us or click the Request a Quote button to get a proposal for your custom application development project.

Simple Software also offers the ready-to-use SimpleIndex application that incorporates Textract into a fully-featured scanning, indexing and document processing application.

SimpleIndex Cloud OCR

SimpleIndex Cloud OCR adds Amazon AWS Textract OCR to any SimpleIndex workstation or server license.

Textract capabilities include the most accurate OCR and handprint recognition available, automatic form field detection, accounts payable invoice and receipt processing.

Amazon Textract is only available as an API that requires custom programming to make it work. SimpleIndex turns it into a complete document and data capture application designed for easy batch processing on a workstation or server.

Requires an AWS account. Standard Textract transaction fees will apply.

Grooper Document Processing

Grooper was built from the ground up by BIS, a company with 35 years of continuous experience developing and delivering new technology. Grooper is an intelligent document processing and digital data integration solution that empowers organizations to extract meaningful information from paper/electronic documents and other forms of unstructured data.

The platform combines patented and sophisticated image processing, capture technology, machine learning, natural language processing, and optical character recognition to enrich and embed human comprehension into data. By tackling tough challenges that other systems cannot resolve, Grooper has become the foundation for many industry-first solutions in healthcare, financial services, oil and gas, education, and government.

Single platform
Patented OCR
Image processing
Machine learning
Natural language processing
Zero code
Zero templates
Open architecture

References

ICR – Intelligent Character Recognition

Intelligent Character Recognition

ICR in ABBYY SDKs

Optical Character Recognition

What is OCR?

OCR Output Types

There is a wide variety of OCR software available. While they all share the ability to convert images of machine printed (not handwritten) text or numbers into an editable format, the various software often have different features, accuracy, prices, and language options.

You can find the various types of OCR software with a description of each below.

Users within a single department, working from home or who have a small business can simply scan their documents to a folder that is shared to everyone. In this “ad-hoc” scenario you only need some basic document scanning software to simplify and bring consistency to your filing system.

If you want to move to the next level, there are Desktop Document Management options that provide an all-in-one means for capture, storage, search and retrieval of documents. Additionally, they provide security, advanced capabilities and ease of use above that of the ad-hoc methods

And let’s not forget cloud-based options that alleviate the need to maintain storage servers or keep software up to date.

DiVA (Cloud-based)

What is ICR, Survey & Forms Processing?

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Document Scanners & Scanner Parts

What is ICR, Handprint Recognition?

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What is OCR Data Capture?

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Batch Scanning & OCR Servers

Data Capture and Forms Processing

ABBYY FlexiCapture On-Premise – Distributed – Perpetual License PPY 50K Pages

ABBYY FlexiCapture Cloud

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