Document-Classification-Sorting-Hat

This folder is a Hufflepuff.

Automatic Classification of documents is how data capture applications quickly determine what type of document is being processed before extracting data from the OCR text.

Automatic classification algorithms use text matching, page layouts, and artificial intelligence to train models that are able to identify documents by type even when the formatting and quality varies significantly.

A good example of automatic classification is the LoanStacker application, which takes a complete residential mortgage loan file and identifies the more than 500 forms, disclosures, tax records, and contracts they contain. Once identified these documents can sent to the appropriate workflows for approval, data entry, etc.

While most data capture applications are able to identify document types based on recognition templates, automatic classification algorithms are much faster and significantly improve throughput when there are many different types of documents being processed. Trained AI classification models can also seem to “understand” the common traits of different document types and sort them correctly even when presented with new formats.

Simple Software’s SimpleIndex application provides keyword and pattern matching based document classification at a much lower cost than enterprise solutions.

Our collection of OCR Data Capture applications all have built-in automatic document classification capabilities, including machine learning and script based manual overrides.

AI and Machine Learning in ABBYY FlexiCapture and Vantage

How to train NLP machine learning model

Today different industries face similar challenges as they seek to extract information from business documents, such as policies, e-mails and legal agreements – and most agree that is costly, time consuming and prone to errors with manual data entry.

In this video you will learn how to train NLP machine learning model in FlexiCapture to extract entities and text passages from Lease agreements.

Converting unstructured documents into structured data automatically makes this information available to your business applications while saving you time, money, and labor in the process.

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:

mceclip1.png

Select all scopes, and click Authorize again:

mceclip0.png

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 […]

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 […]

2022-06-21T12:06:06-04:00Tags: , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |

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 […]

Document Scanning

One Source, Many Solutions

There are many document scanning solutions to choose from. ScanStore offers many of the top document imaging solutions under one virtual roof. ScanStore‘s CDIA+ consultants can work with you to explain the strengths and weaknesses of each option and even provide a demo of the products using samples that you provide.

You’ll find flexibility with each of these products allowing a one-person shop to jump right in, or scale up to enterprise or service bureau proportions. If you need to throw some data capture into the document imaging mix, ScanStore also carries OCR, forms processing and document management tools.

Information and Advice

Take a look at the Scanning Solutions Comparison page to find in-depth information on the features of the available offerings and for more insight in finding the best fit.

And be sure not to miss the detailed comparison of the favorite Batch Scanning solutions in the exclusive Document Scanning Software Review.

What’s Right for You

You want a paperless office and document scanning is part of the path to get you there. Simply buying a scanner and feeding paper into it isn’t going to save you money. Automation of the scanning process is what holds costs down and drives up your Return on Investment.

For example, if an OCR automation costs $3,000 to implement, but by doing so you save a $15/hr employee 10 hours per week of data entry, the feature has paid for itself in 20 weeks.

So how do we automate the data capture? Here are a few possibilities:

  • Full-Page OCR turns a scan into a full-text document you can search

  • Barcodes on each document contain key data like a customer name or invoice number

  • A single field […]

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 OCRForms 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 […]

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 […]

Simple Software

SimpleIndex can bring speed and efficiency to your scanning or doc filing no matter the process. Even if all you are doing is hand keying a few basic details about a document, breaking those details into individual indexes and adding tools like drop down choice lists, automatic orientation, and blank page deletion ensure a smoother, more consistent process.

Automation

Here’s where things start to get interesting. From basic tasks like splitting individual documents within at stack of pages by spotting a blank page, a specific mark, or a barcode separator to capturing index data directly from the page or looking up additional details about a document in a database, SimpleIndex has a host of powerful tools to tame your piles of paper or drives full of digital files. Let’s look at a few.

OCR

Optical Character Recognition is the ability to take a scan, which is merely a picture of a page, and turn it into words that the computer can understand and use to index your files. SimpleIndex leverages the power of ABBYY FineReader, recognized as one of the best OCR engines on the market, to accurately capture names, dates, important numbers, document types, and other details about your file. Some products have you set a box and capture whatever information happens to fall in that zone. SimpleIndex takes it further with Dynamic Zone OCR to enable you to set an oversized zone that allows for shifting of the pages between scans, but still captures just the date you need by matching against templates, lists, or even Regular Expressions (RegEx). You can also skip the zones entirely and use the full text of a page to find matches for your index data.

Barcodes

Invoice Processing

What is Invoice Processing?

Invoice Processing Software uses OCR data capture technology and page layout analysis to automatically identify the common data elements in an invoice, such as vendor, date, amount, invoice number, line item data, etc.. Invoice Processing applications are built using the same technology as other data extraction applications, but have been specifically configured to recognize Invoices since they are one of the most common documents that companies need to automate.

Who can benefit from Invoice Processing software?

Data Capture Forms OCRAny organization that receives a large number of vendor invoices on paper can benefit from invoice processing technology. The more data from each invoice that you are hand-keying into your accounting software the more benefit you can get from each page you automate.

Accounting firms and other companies that do outsourced accounts payable processing stand to gain the most return on investment from automation. It also has the benefit of on-shoring the data entry, providing additional security and piece of mind to your customers.

A robust OCR invoice processing solution becomes justifiable when you have over 1,000 invoices per month. When dealing with smaller volumes the potential return on investment does not justify investment in an enterprise solution. However, a simple document scanning solution to digitize and store scanned invoices can still provide many benefits.

How does it lower the cost of AP processing?

There are many benefits to OCR invoice systems when it comes to AP processing that give these systems a very high return on investment.

  • Automate data entry tasks
  • Eliminate data entry errors with validation rules and improved UI
  • Automate retrieval of invoices from vendor websites or email
  • Assign Profit Centers and GL Codes based on business rules
  • Match invoices against open POs
  • […]

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

OCR Data Capture

What is OCR Data Capture?

document OCR process automationOCR 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:

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 captureAny 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 […]

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

Batch Document Scanning and OCRUse 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

Data Capture Forms OCRAutomate 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 […]

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

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.

Title

Go to Top