FlexiCapture and Vantage Natural Language Processing (NLP)

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.

Adding a field which is captured by flexilayout to a NLP-trained Document Definition

You can add the new flexible layout as additional layout to the existing one.
To do that, please open the Document Definition Editor, go to the Section’s properties and load the new layout as additional FlexiLayout.

Catherine2022-06-21T14:38:46-04:00Tags: AI Classification, AI OCR Training, Artificial Intelligence, Automate Data Entry, Data Capture, Data Extraction, Electronic Data Capture, Extract Text from Image, Machine Learning, NLP, OCR Solution, OCR Text, OCR Training, PDF Text Extraction, Robotic Process Automation, RPA, Text Recognition|

Tungsten Kofax OmniPage Server On-Premise

Tungsten Kofax OmniPage Server turns OmniPage into a true server-based OCR solution that is scalable to any volume by load-balancing across multiple servers. OmniPage Server is perfect for high-volume conversion projects or for distributing OCR throughout the enterprise.

SimpleIndex Pro Server 1M PPY

SimpleIndex Pro Server 1 million pages per year – ABBYY FineReader OCR Server, Accusoft Barcode Engine 1D/2D Client, DTK Barcode Engine 1D/2D Server & ISIS Scanning

Document capture solution with a one-click interface that automates your scanning and document filing by creating easy-to-find electronic content, saving you time and money. It’s highly customizable to meet even the most detailed needs, with top quality technicians to support your requirements.

Demos and Additional Materials

SimpleIndex OCR Workstation

Document capture solution with a one-click interface that automates your scanning and document filing by creating easy-to-find electronic content, saving you time and money. It’s highly customizable to meet even the most detailed needs, with top quality technicians to support your requirements.

SimpleIndex OCR Workstation version
Includes:

basic text and barcode recognition,
ABBYY FineReader OCR Client,
TWAIN and ISIS scanning
1 Year Support & Upgrades

Demos and Additional Materials

Can OCR be trained for specific fonts?

OCR training was once a critical part of the conversion process. After a document was read, the operator would review the results to correct mistaken characters and these corrections would be used to train the engine so the next time you read a similar document the results are improved.

Modern OCR applications no longer rely on user training for accuracy unless you have very non-standard fonts. These engines have had decades of development and billions of samples used to train their algorithms. In most cases, the introduction of user training will only diminish the results for any documents that are different than the ones being trained.

The training functions still exist for these edge cases, but they are no longer an integral part of the OCR process.

Training in modern OCR is more likely to refer to enterprise data capture applications that use AI-based learning algorithms to find the locations of data points on documents with various different formats, such as invoices.

aaron2021-01-24T18:39:27-05:00Tags: Artificial Intelligence, OCR Accuracy, OCR Character Recognition, OCR Text, OCR Training, Optical Character Recognition, Text Recognition|

ABBYY FineReader Server On-Premise

ABBYY FineReader Server On-Premise

Innovative server-based OCR software for performing centralized enterprise-wide OCR processing. Allows anyone on the network to submit files for OCR. Complex XML job specifications can be submitted to control output. Support available for Arabic and Asian languages.

Available in CPU, Total Page Count and Pages Per Year licensing models.

Convert Scanned Image to Text Document

The primary purpose of Optical Character Recognition is to quickly and automatically convert scanned images of machine-printed (typed) text – which to a computer are no more meaningful a collection of pixels than any other image, such as a landscape photo – into actual text data that you can search through and modify.

OCR Software comes in many different types, which vary in price range based on their features, speed, and accuracy. One of the main qualities that OCR producers are using to differentiate their products is volume of the documents OCR will allow you to process. That may be a bit counter intuitive but features that are needed to process hundreds, thousands or millions pages a year are rather different ones.

In case of several hundreds of pages (receipts, checks, medical, tax or legal forms, personal memorabilia) you need to scan for personal use you would need light, highly versatile, easy to use, not expensive software that will convert images just to text. It may not have automation features, and processing data further will be done manually by you. Thou it is not too hard since volume of documents is not very large and you can treat each of them individually.

Small business users usually process thousands of pages a year and require some automation features. Images need to be converted not just to text, but also to spreadsheets to be processed further. Once the system is set up it is assumed that it will run without much of the interference, and people in charge of document processing would be able to do that with certain ease.

Larger companies processing millions of documents require much larger levels of automation when each small, fine tuned feature would save thousands of work hours in a long run. Multiple machines will be processing documents […]

OCR Freeware

About SimpleOCR Freeware

Do you dread having to retype that document you are holding in your hand? If only you had the electronic file, your life would be so much easier. With SimpleOCR, you could easily and accurately convert that paper document into editable electronic text for use in any application including Word and WordPerfect.

Not only is SimpleOCR up to 99% accurate, it is 100% free.

Download SimpleOCR now or learn more its feature and functions.

Accuracy

With optical character recognition up to 99% accurate, there is no better OCR application for the price. This increased accuracy greatly reduces the need for post-recognition proof reading and correction. And after all, isn’t that why you want to OCR the document in the first place? Of course it is!

System Requirements

SimpleOCR works on any version of windows, from Windows 95-10 and beyond! Your scanner need only a TWAIN driver, the driver that comes with a majority of all scanners sold. In short, SimpleOCR will most likely work with the PC and scanner you already have.

Pricing

SimpleOCR is free for all commercial and non-commercial purposes. It may be re-distributed freely, but only in its original, unaltered form.

Download SimpleOCR Now

Huge Dictionary – With more than 120,000 words, it is unlikely that SimpleOCR will run into a word it does not know. In the rare event that it does, our improved text editor allows you to easily add the new word to the dictionary. By adding new words to the dictionary, SimpleOCR becomes better with every use.
Attention! SimpleOCR does NOT have any handprint OCR capabilities, it will not be able to recognize handwritten text. ICR (Intelligent Character Recognition) is rather complicated software usually on a more expensive side.
Despeckle – For those documents which are not […]