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使用 IRONOCR

发票处理的最佳 OCR(更新列表)

Developers can utilize powerful tools and APIs from OCR libraries like Tesseract and IronOCR, combined with machine-learning techniques. These provide advanced algorithms for accurate text recognition, aiding in organizing and extracting valuable information from both new and previously scanned documents. OCR, whether used for digitizing paper records, data extraction from invoices, or improving document accessibility, boosts productivity for businesses and individuals.

AvidXChange

With advanced software like AvidXChange, accounts payable teams can efficiently process complex invoices. Paper invoices can be scanned, converted to digital format, and compared for accuracy. All data is accessible on a single dashboard, integrating seamlessly with existing accounting software.

The software uses OCR to turn invoices into digital text, eliminating the need for traditional filing and reducing paper consumption. It allows categorization and classification of scanned documents based on various criteria.

Furthermore, it accommodates the diverse invoice generation systems of different suppliers, simplifying payment method management. This means it can adapt to vendors who prefer different payment collection methods. Check the AvidXChange official site for more information.

Klippa's OCR Software

With Klippa's program, files can be exchanged around the clock for data extraction. With the mobile app, internet platform, or email attachments to transfer files. The OCR program can convert files in JSON, PDF/A, XLSX, CSV, or XML after processing PDF, JPG, PNG, and other file types.

With speed and accuracy, Klippa's OCR software's intelligent document processing translates receipts, invoices, contracts, and passports into structured data. The invoice scanning process usually takes between one and five seconds, increasing your organization's effectiveness. Check the site's homepage for more info.

Nanonets

Nanonets, an AI-based software, automates the entire invoice process. It integrates with accounting systems like QuickBooks, Freshbooks, or Sage, allowing you to scan and send invoices instantly. Ideal for small businesses and independent contractors, it also provides features for sending estimates, creating contracts, and tracking project time.

Invoices can be uploaded from desktops, drives, or emails, reducing the need to constantly check your inbox. Nanonets automate the process, decreasing manual effort.

Once uploaded, the Nanonets OCR engine extracts invoice data like amount, tax, vendor details, and line items into a preferred format.

  • Accounts Payable Automation: With automated accounting workflows, you can automate every step of the accounting process, including approvals, three-way matching, status updates, and more.
  • Manage all of your company expenses with real-time reimbursement and data synchronization in the expense management section.
  • Automate vendor onboarding, identity checks, payments, and more with vendor management.

For more info visit the Nanonets website.

IronOCR

Contrary to the default Tesseract library, IronOCR extends Tesseract and offers a native C# OCR library with increased accuracy, performance, and stability. Text from PDFs and photos can be extracted using .NET software and websites. It may output plain text or structured data and supports many foreign languages. It can read barcodes and text-filled pictures. The OCR library from Iron Software may be used in .NET Console, Web, MVC, and Desktop Applications. The licensing procedure for commercial deployments is directly assisted by the development team. The most recent versions of Visual Studio are compatible with IronOCR.

Advantage of IronOCR

  • IronOCR can read paper documents, barcodes, and QR codes from a variety of images or PDF files using the most recent Tesseract 5 engine. The integration of OCR into desktop, console, and Web Applications is made simpler by this package.
  • Execute OCR with the aid of IronOCR, turning scanned PDFs into searchable PDFs.
  • Worldwide, IronOCR supports 125 distinct languages in addition to word lists and bespoke languages.
  • More than 20 distinct kinds of barcodes and QR codes can be scanned with IronOCR.
  • Both barcode data and plain text output are available from IronOCR. By employing an alternate structured data object paradigm, developers can retrieve all content for direct insertion into a system. This applies to online applications' organized headings, paragraphs, lines, words, and characters.

To know more features, visit the IronOCR website here.

Invoice Processing Using IronOCR

Receipt data may be extracted and accessed with the help of IronOCR, a potent OCR library. Without sacrificing data privacy, you may use IronOCR to snap a picture of a receipt and turn it into machine-readable text that can be readily analyzed and processed.

Here is a demonstration of how receipt OCR functions using IronOCR to extract text from a receipt.

// This code demonstrates how to use IronOCR to extract text from a receipt image.
var ocr = new IronTesseract();
ocr.Language = OcrLanguage.EnglishBest; // Set the OCR language to English
ocr.Configuration.TesseractVersion = TesseractVersion.Tesseract5; // Use Tesseract version 5

using (OcrInput ocrInput = new OcrInput("Demo.gif")) // Initialize OCR input with the image "Demo.gif"
{
    OcrResult ocrResult = ocr.Read(ocrInput); // Perform OCR reading
    // Extract the total price from the OCR result if present
    var totalPrice = ocrResult.Text.Contains("Total Current Charges") 
        ? ocrResult.Text.Split("Total Current Charges")[1].Split("\n")[0] 
        : "";
    Console.WriteLine("Total Current Charges : " + totalPrice); // Output the extracted total price
}
// This code demonstrates how to use IronOCR to extract text from a receipt image.
var ocr = new IronTesseract();
ocr.Language = OcrLanguage.EnglishBest; // Set the OCR language to English
ocr.Configuration.TesseractVersion = TesseractVersion.Tesseract5; // Use Tesseract version 5

using (OcrInput ocrInput = new OcrInput("Demo.gif")) // Initialize OCR input with the image "Demo.gif"
{
    OcrResult ocrResult = ocr.Read(ocrInput); // Perform OCR reading
    // Extract the total price from the OCR result if present
    var totalPrice = ocrResult.Text.Contains("Total Current Charges") 
        ? ocrResult.Text.Split("Total Current Charges")[1].Split("\n")[0] 
        : "";
    Console.WriteLine("Total Current Charges : " + totalPrice); // Output the extracted total price
}
Imports Microsoft.VisualBasic

' This code demonstrates how to use IronOCR to extract text from a receipt image.
Dim ocr = New IronTesseract()
ocr.Language = OcrLanguage.EnglishBest ' Set the OCR language to English
ocr.Configuration.TesseractVersion = TesseractVersion.Tesseract5 ' Use Tesseract version 5

Using ocrInput As New OcrInput("Demo.gif") ' Initialize OCR input with the image "Demo.gif"
	Dim ocrResult As OcrResult = ocr.Read(ocrInput) ' Perform OCR reading
	' Extract the total price from the OCR result if present
	Dim totalPrice = If(ocrResult.Text.Contains("Total Current Charges"), ocrResult.Text.Split("Total Current Charges")(1).Split(vbLf)(0), "")
	Console.WriteLine("Total Current Charges : " & totalPrice) ' Output the extracted total price
End Using
$vbLabelText   $csharpLabel

The IronTesseract object is created in the code snippet above to start the OCR process. An OcrInput object is constructed to facilitate the addition of one or more image files. The path for an additional image is needed utilizing the OcrInput object's Add method, allowing multiple invoice images to be included as needed. The Read method of the IronOCR object is triggered to parse the image documents and extract the results into the OCR result, converting text from images into a string. In the above code, the total price is extracted from the invoice.

Best OCR For Invoice Processing (Updated List), Figure 1: The sample invoice The sample invoice

The text "Total Current Charges" from the previously provided image is displayed in the output below, proving that the total was correctly extracted from the image.

Best OCR For Invoice Processing (Updated List), Figure 2: The total price is extracted and displayed in the Console Application The total price is extracted and displayed in the Console Application

Please visit the tutorial page to learn more about the IronOCR tutorial here.

Conclusion

There are different OCR tools available in the market that help to process data from the invoice. OCR processing invoices allows reading the data from the given invoice image into text. The first three OCR tools aid in processing invoice data and reduce manual data entry work, which automates invoice scanning and data validation. Some OCR tools require an active internet connection and the cost of the tool is also high. It is supported by a few environments.

On the other hand, several .NET projects, including .NET Framework Standard 2, .NET Framework 4.5, and .NET Core 2, 3, and 5, are supported by IronOCR. It also functions with more recent technologies like Azure, Mono, and Xamarin. IronOCR improves Tesseract's output and fixes incorrectly scanned texts or images by using IronOCR technologies. The NuGet Package controls the intricate Tesseract dictionary system. So IronOCR is the best invoice OCR software for invoice automation and extracts data with a few lines of code.

IronOCR provides a seamless experience without the need for additional configurations, supporting various image formats, PDF files, and MultiFrame TIFF. It goes beyond optical character recognition by offering barcode recognition capabilities, allowing the extraction of data from photos with barcode values. IronOCR offers a cost-effective development edition with a free trial, and the lifetime license is included when purchasing the IronOCR package. With a single price, the IronOCR package covers multiple systems, providing excellent value for your investment. Please see this licensing page for additional information on IronOCR's price.

常见问题解答

如何使用 OCR 技术改进发票处理?

IronOCR 提供增强的文本识别和自动化功能,通过数字化记录和准确的数据提取来简化发票处理。它支持与 .NET 应用程序的集成,提高效率并减少手动数据输入。

相对于其他发票处理 OCR 工具,IronOCR 提供了哪些优势?

IronOCR 扩展了 Tesseract 库的功能,提供了改进的准确性、多语言支持和条形码识别。它还提供与各种平台的无缝集成,非常适合寻求全面 OCR 解决方案的开发人员。

IronOCR 如何支持多语言 OCR 处理?

IronOCR 支持 125 种不同的语言,包括自定义语言选项,使跨多语言文档的文本识别更加准确,适合全球应用。

IronOCR 可以处理条形码和二维码识别吗?

是的,IronOCR 可以识别并从超过 20 种类型的条形码和二维码中提取数据,增加了其在标准文本识别能力之外的实用性。

是否有 IronOCR 的试用版本?

IronOCR 作为其开发版的一部分提供免费试用版,允许用户在购买终身许可证之前评估其功能。

IronOCR 如何与现代开发环境集成?

IronOCR 兼容现代技术,如 Azure、Mono 和 Xamarin,以及 .NET 项目,为开发人员在不同平台和环境中提供灵活性。

相较于默认的 Tesseract 库,IronOCR 提供了哪些改进?

IronOCR 通过提供改进的准确性、性能以及结构化数据输出等附加功能,增强了 Tesseract,对于高效的发票处理和管理至关重要。

IronOCR 在生产力方面如何使企业受益?

通过自动化数字化和数据提取过程,IronOCR 显著减少了手动数据录入,让企业能够专注于更有价值的任务,提高总体生产力。

如何利用 OCR 技术来改善文档的可访问性?

像 IronOCR 这样的 OCR 技术可以将扫描的文档转换为可搜索和可编辑的数字格式,增强可访问性,并让信息检索和管理更轻松。

Kannaopat Udonpant
软件工程师
在成为软件工程师之前,Kannapat 在日本北海道大学完成了环境资源博士学位。在攻读学位期间,Kannapat 还成为了车辆机器人实验室的成员,隶属于生物生产工程系。2022 年,他利用自己的 C# 技能加入 Iron Software 的工程团队,专注于 IronPDF。Kannapat 珍视他的工作,因为他可以直接从编写大多数 IronPDF 代码的开发者那里学习。除了同行学习外,Kannapat 还喜欢在 Iron Software 工作的社交方面。不撰写代码或文档时,Kannapat 通常可以在他的 PS5 上玩游戏或重温《最后生还者》。