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What Benefits Does Form Recognition Technology Bring for You?

Le 12 août 2016, 12:20 dans Humeurs 0

Forms are common in the workflows of many companies; for financial department as bills and invoices, for marketing department as questionnaires.


Office workers often need to input the data from batch of paper forms into computer. Manual data entry is costly, time inefficient and error prone.

Yunmai form recognition technology, which is based on OCR (Optical Character Recognition) and OMR (Optical Mark Recognition), enables you to extract texts, images, checkbox values and barcode from the form. It helps you reduce manual processing costs and improve the data extraction quality and portability. 


1. Key feature description

-Powerful template-based recognition with user definition of master forms

-Support 15 recognition languages

-High recognition accuracy and speed

-Recognize and retrieve form fields 

-Printed characters and texts

-Images such as signatures, stamps, logos, fingerprints



-Recognize and process structured forms such as Invoices, Bills, ID cards, passports, and driver’s licenses

-Export form recognition results to CSV, XML and JSON

-Export indexed data to database such as the one for DMS, ECM, ERP and CRM software


2. How does Yunmai form recognition software works? 

-Create a Template: within a graphical UI, you import an image which of the form you need as base for the template. Then, you define the parts of the template (tables, texts, images, barcode and checkboxes) by selecting the areas on the image with the different tools.

-Use the template: when you start a recognition of a new document by capturing or importing images, it will be compare to the current saved templates. If a matched template is found, it will automatically start the recognition process and extract the data. 

-The recognized documents will be automatically categorized into the corresponding folders. The recognized data are presented in a structured UI to easily review result and edit it if needed. Then, you can export the data to CSV, XML or JSON format.



3. Conclusion

Yunmai form recognition technology can be applied in small and medium-sized enterprises for invoices, bills, vendor quotation, and other forms. You can integrate Yunmai form recognition technology into mobile application and PC platforms. 

With Yunmai form processing technology, you can reduce the time for data entry from forms and enhance the quality of data extraction. Furthermore, the recognized data can be transferred to third-party software to process, archive and search.

Banking Card Reader - Improve the Efficiency of Bank Cards Data Entry

Le 11 juillet 2016, 05:55 dans Humeurs 0

Banking Card Recognition, developed by Yunmai Technology, is designed for entering a large amount of bank card information, such as bank name, card number and bank card type. With (Optical Character Recognition) OCR technology, Banking Card Reader will automatically recognize the card picture you captured, then extract the card’s information. People are able to input the card information without having to retype it. 

Shopping online through mobile phones is now more and more popular. It is important to simplify mobile operating procedures to promote mobile phone payment. During online shopping, sometimes the users need to input bank card information to pay for goods. It may take a long time for them to retype the card number and other information. Banking Card Recognition will help them reduce mistakes during information entry.

Yunmai Banking Card Reader can recognize many kinds of bank cards, such as printed or pressed card. It has been installed by millions of users for its high efficiency of bank card data entries.For example, for shipping companies, when clients are going to pay for the express fee with bank cards, the staff of the company can use the software to easily scan the bank cards, retrieve the information and get the payment. 

Yunmai Banking Card Recognition can also achieve real time card recognition. Users only need to directly point the camera to the card, and the information will be automatically extracted from it. 

Banking Card Recognition is widely applied in mobile wallet applications. When registering the account of the mobile wallet, users will need to link up a credit or debit card to use for payments. Take Apple Pay as an example, Apple Pay was launched in 2015. It is a mobile payment and digital wallet service by Apple Inc. Setting up cards is easy. You can use the iPhone’s camera to capture the info on the front of the card: account number, card holder name, expiration date, then verify your card. 

Recognition Accuracy Rate:

The accuracy rate of banking card recognition is higher than 98%.

Recognition Speed:

The average time of a bank card recognition is less than 2.5 seconds.

Related SDK: Banking Card Recognition SDK

A Banking Card Recognition SDK, developed by Yunmai Technology, can be used to scan Bank Card and retrieve info from it. This SDK can be applied to any industries which deal with a lot of Banking Card entries.

Other recognition SDKs we developed:

-Document Recognition SDK

-Business Card recognition SDK

-Chinese citizen ID card recognition SDK

Document Recognition SDK for Students

Le 6 juin 2016, 10:58 dans Humeurs 0

OCR SDK (Optical Character Recognition Software Development Kit) is also called OCR engines which do the actual character recognition. Optical Character Recognition, as a technology to enable scanned documents and images to be transformed into searchable and editable document formats, has been used by lots of industries. For developers, integrating the OCR SDK into the software can help them develop applications which have recognition function. The SDK can be integrated into mobile application or PC software. 

Yunmai Technology is a professional developer of Optical Character Recognition SDK. It has been one of the best mobile OCR technology and application developers in the industry. Yunmai Technology provides Document Recognition, Business Card Recognition, Car Plate Recognition, Driver's License Recognition, Chinese Citizen ID Card Recognition and Banking Card Recognition SDK. 

With Document OCR technology, the application developers develop is able to capture pictures by mobile device's camera. Secondly, it can extract texts within images with its build-in OCR engine. Document OCR technology can be used to significantly improve the productivity and lower the costs of managing the paper produced by students. 

For students, they always have lots of paper documents during their studies, such as tests, examinations, reports and reference. Although they may have sorted out the documents and put them on the right place, it may still take a few minutes for students to find a particular document they need. When they read books in library, they may find something you need from books. In order to save it, they may write it down on your notebook or take notes on the books. Developing an application with OCR technology so that students can capture the document with the mobile camera's device. The application will automatically retrieve texts within document pictures. They can get the reference without having to retype it. Besides, they can search for the document they want at all time by entering few keywords. 

Document Recognition SDK supported languages:

Able to recognize documents in the following languages: English, Simplified Chinese, Traditional Chinese, French, Spanish, German, Italian, Portuguese, Dutch, Danish, Swedish and Finnish.

Character recognition results

The following are the average recognition accuracy for the different languages:

English characters: 97%

Chinese characters: 92%

European characters: 99%

Character recognition speed:

Average time for recognition of a document less than 6 seconds;

The recognition speed is based on hardware and the document captured, the 

following is an example:

Hardware: 1.7GHz CPU / 1GB RAM smart phone or higher

Capturing object: a paper document with about 800 characters

Recognition speed: OCR process will take about 7 seconds.

Programming language supported

The SDK is available for different programming languages: Java, C++, C, Object Pascal, Objective-C.

Other recognition SDKs we developed

Business card recognition SDK

Bank card recognition SDK

Chinese citizen ID card recognition SDK

Voir la suite ≫