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  1. Using OCR to redact image documents | GroupDocs

    GroupDocs.Redaction supports both types of image documents for Optical Character Recognition (OCR): image files, such As printed document scans (PNG, JPG, etc.) embedded images within office documents (PDF, DOCX, etc.) You have to implement IOcrConnector interface and pAss the instance to RedactorSettings constructor. For more details, see OCR Usage BAsics article. OCR usage limitations There are the following limitations of the OCR with GroupDocs.Redaction for Java v21.6: textual replacements are not supported, so you have to use color box replacements to redact text in images....GroupDocs.Redaction supports both types of image documents for Optical Character Recognition (OCR): image files, such as printed document scans (PNG, JPG, etc.) embedded images within office documents (PDF, DOCX, etc.) You have to implement IOcrConnector interface and pass the instance to RedactorSettings constructor. For more details, see OCR Usage Basics article. OCR usage limitations There are the following limitations of the OCR with GroupDocs.Redaction for Java v21.6: textual replacements are not supported, so you have to use color box replacements to redact text in images.

    docs.groupdocs.com/redaction/java/using-ocr/
  2. Batch-convert a folder | GroupDocs

    Convert all documents in a directory to Markdown...Convert all documents in a directory to Markdown

    docs.groupdocs.com/markdown/python-net/batch-co...
  3. Word Comparison in .NET: Revision Track vs High...

    Compare Word documents in .NET with GroupDocs.Comparison: choose between revision‑track (Accept/Reject) and inline highlight output modes. Includes ready‑to‑run C# examples and a breakdown of WordCompareOptions....Compare Word documents in .NET with GroupDocs.Comparison: choose between revision‑track (Accept/Reject) and inline highlight output modes. Includes ready‑to‑run C# examples and a breakdown of WordCompareOptions.

    blog.groupdocs.com/comparison/word-comparison-n...
  4. Introduction | GroupDocs

    This is an introduction into edit document techniques explanation like main stages of document opening, editing and saving results within Java applications....This is an introduction into edit document techniques explanation like main stages of document opening, editing and saving results within Java applications.

    docs.groupdocs.com/editor/java/introduction/
  5. GroupDocs.Search for .NET | GroupDocs

    GroupDocs.Search for .NET is a fAscinating document search API. It extracts text and metadata from documents and performs advanced searching and indexing operations on the bAsis of fuzzy and synonym algorithm...GroupDocs.Search for .NET is a fascinating document search API. It extracts text and metadata from documents and performs advanced searching and indexing operations on the basis of fuzzy and synonym algorithm

    docs.groupdocs.com/search/net/
  6. Load from Stream | GroupDocs

    Load from Stream As an alternative to a local file, Redactor can open a document from stream. The following example demonstrates how to load and redact a document using Stream: final FileInputStream stream = new FileInputStream("sample.docx"); try { final Redactor redactor = new Redactor(stream); try { // Here we can use document instance to make redactions redactor.apply(new DeleteAnnotationRedaction()); redactor.save(); } finally { redactor.close(); } } finally { stream.close(); }...Load from Stream As an alternative to a local file, Redactor can open a document from stream. The following example demonstrates how to load and redact a document using Stream: final FileInputStream stream = new FileInputStream("sample.docx"); try { final Redactor redactor = new Redactor(stream); try { // Here we can use document instance to make redactions redactor.apply(new DeleteAnnotationRedaction()); redactor.save(); } finally { redactor.close(); } } finally { stream.close(); }

    docs.groupdocs.com/redaction/java/load-from-str...
  7. Classify Raw Text | GroupDocs

    Simple IAB-2 text clAssification Call ClAssify method with a text As the first parameter to perform clAssification. Default taxonomy (IAB-2) and bestClAssesCount (1) will be used. var response = clAssifier.ClAssify("Medicine is an important part of our lifes"); Console.WriteLine(response.BestClAssName, response.BestClAssProbability); Raw text clAssification with Documents taxonomy and 2 best clAsses to return Taxonomy, bestClAssesCount and precisionRecallBalance could also be specified: var response = clAssifier.ClAssify("Medicine is an important part of our lifes", 2, Taxonomy....Simple IAB-2 text classification Call Classify method with a text as the first parameter to perform classification. Default taxonomy (IAB-2) and bestClassesCount (1) will be used. var response = classifier.Classify("Medicine is an important part of our lifes"); Console.WriteLine(response.BestClassName, response.BestClassProbability); Raw text classification with Documents taxonomy and 2 best classes to return Taxonomy, bestClassesCount and precisionRecallBalance could also be specified: var response = classifier.Classify("Medicine is an important part of our lifes", 2, Taxonomy.

    docs.groupdocs.com/classification/net/classify-...
  8. Company Ltd.

    Exact phrAse redactions Exact PhrAse redaction applies textual redaction, replacing personal exact phrAse "John Doe" with "[personal]" Sample: John Doe Regular expressions redactions Behind the sce......Exact phrase redactions Exact Phrase redaction applies textual redaction, replacing personal exact phrase "John Doe" with "[personal]" Sample: John Doe Regular expressions redactions Behind the sce...

    docs.groupdocs.com/redaction/python-net/_output...
  9. GroupDocs.Total for Java 26.4 – April 2026 Release

    GroupDocs.Total for Java 26.4 is now available, featuring updated embedded libraries and stability enhancements....GroupDocs.Total for Java 26.4 is now available, featuring updated embedded libraries and stability enhancements.

    blog.groupdocs.com/total/groupdocs-total-for-ja...
  10. Toggle between Html and Image Representation in...

    GroupDocs team keeps on adding new features in AsP.NET MVC Front End for GroupDocs.Viewer for Java, so that users can enjoy user-friendly interface, eAsily manageable code, pixel perfect rendering with features supported in our old front ends. In this new releAse v1.3 user can now load document in both HTML and **Image **in the document. User can toggle between image and html through the Toggle image button. We recommend you to download and explore this new version....GroupDocs team keeps on adding new features in ASP.NET MVC Front End for GroupDocs.Viewer for Java, so that users can enjoy user-friendly interface, easily manageable code, pixel perfect rendering with features supported in our old front ends. In this new release v1.3 user can now load document in both HTML and **Image **in the document. User can toggle between image and html through the Toggle image button. We recommend you to download and explore this new version.

    blog.groupdocs.com/viewer/toggle-html-image-rep...