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  1. Use Microsoft Azure Computer Vision API | Group...

    This article explains that how To use Microsoft Azure Computer Vision API...Usage / Using OCR to redact image documents / Use Microsoft Azure...Cognitive Services consider this image as wrong: " + ex . toString...

    docs.groupdocs.com/redaction/java/use-microsoft...
  2. Working with XMP metadata | GroupDocs

    Access, read, update, add cusTom packages, and remove XMP metadata using GroupDocs.Metadata for Python via .NET....07:28:22+03:00 2018-09-05 07:37:28+03:00 image/png None None 3 None None Here...schemes . dublin_core . format = "image/gif" if xmp . schemes . camera_raw...

    docs.groupdocs.com/metadata/python-net/working-...
  3. GroupDocs.Metadata for Python via .NET Overview...

    GroupDocs.Metadata for Python via .NET reads, edits, removes, and exports metadata across documents, Images, audio, and video — EXIF, IPTC, XMP, ID3, and document properties — through one unified, predicate-driven API....metadata across documents, images, audio, video, and many other...standards — XMP, EXIF, IPTC, Image Resource Blocks, and ID3 — as...

    docs.groupdocs.com/metadata/python-net/product-...
  4. List attachments | GroupDocs

    Retrieve a list of document attachments from your Emails, Outlook data files, archives and PDF documents with GroupDocs.Viewer for Java...families that support attachments: emails, Outlook data files, archives...attachment ); } } The following image shows a sample console output:...

    docs.groupdocs.com/viewer/java/how-to-list-atta...
  5. Working with metadata in ASF files | GroupDocs

    Reading ASF format-specific properties The GroupDocs.Metadata API supports extracting format-specific information from ASF files. The following are the steps To read native ASF metadata. Load an ASF video Get the root metadata package Extract the native metadata package using the AsfRootPackage.getAsfPackage method Read the ASF metadata properties advanced_usage.managing_metadata_for_specific_formats.video.asf.AsfReadNativeMetadataProperties try (Metadata metadata = new Metadata(Constants.InputAsf)) { AsfRootPackage root = metadata.getRootPackageGeneric(); AsfPackage asfPackage = root.getAsfPackage(); // Display basic properties System.out.println(String.format("Creation date: %s", asfPackage.... format ( "Image height: %s" , videoStreamProperty...println ( String . format ( "Image width: %s" , videoStreamProperty...

    docs.groupdocs.com/metadata/java/working-with-m...
  6. Working with IPTC IIM metadata | GroupDocs

    Access, read, update, and remove IPTC IIM metadata using GroupDocs.Metadata for Python via .NET....that can be applied to text, images, and other media. The standard...embedded into a variety of image formats such as JPEG and TIFF...

    docs.groupdocs.com/metadata/python-net/working-...
  7. AI Agents and LLM Integration | GroupDocs

    GroupDocs.Comparison for Python via .NET is AI agent and LLM friendly — machine-readable documentation, an MCP server, AGENTS.md shipped inside the pip package, and runnable code examples for AI-driven document review and change-detection pipelines....the long tail of email, CAD, archive, and image inputs without...Excel, PowerPoint, ODT, HTML, images, and more. Includes accept/reject...

    docs.groupdocs.com/comparison/python-net/agents...
  8. Working with metadata in JPEG2000 images | Grou...

    Reading JPEG2000 comments The GroupDocs.Metadata API supports extracting format-specific information from JPEG2000 Images. The following are the steps To read the JPEG2000 comments (pieces of metadata represented as strings with the length up To 64 kbytes). Load a JPEG2000 Image Get the root metadata package Extract the native metadata package using Jpeg2000RootPackage.Jpeg2000Package Read the JPEG2000 comments AdvancedUsage.ManagingMetadataForSpecificFormats.Image.Jpeg2000.Jpeg2000ReadComments using (Metadata metadata = new Metadata(Constants.InputJpeg2000)) { var root = metadata.GetRootPackage(); if (root....formats / Images / Working with metadata in JPEG2000 images Working...Working with metadata in JPEG2000 images Leave feedback Reading JPEG2000...

    docs.groupdocs.com/metadata/net/working-with-me...
  9. Working with BMP metadata | GroupDocs

    Reading BMP header properties The GroupDocs.Metadata API supports extracting format-specific information from BMP file headers. The following are the steps To read the header of a BMP file. Load a BMP Image Get the root metadata package Extract the native metadata package using BmpRootPackage.BmpHeader Read the BMP header properties AdvancedUsage.ManagingMetadataForSpecificFormats.Image.Bmp.BmpReadHeaderProperties using (Metadata metadata = new Metadata(Constants.InputBmp)) { var root = metadata.GetRootPackage(); Console.WriteLine(root.BmpHeader.BitsPerPixel); Console.WriteLine(root.BmpHeader.ColorsImportant); Console.WriteLine(root.BmpHeader.HeaderSize); Console.WriteLine(root.BmpHeader.ImageSize); Console.WriteLine(root.BmpHeader.Planes); } More resources GitHub examples You may easily run the code above and see the feature in action in our GitHub examples:...metadata for specific formats / Images / Working with BMP metadata...header of a BMP file. a BMP image Get the root metadata package...

    docs.groupdocs.com/metadata/net/working-with-bm...
  10. Working with DICOM metadata | GroupDocs

    Reading DICOM metadata properties The GroupDocs.Metadata API supports extracting format-specific information from DICOM Images. The following are the steps To read the native DICOM metadata. Load a DICOM Image Get the root metadata package Extract the native metadata package using the DicomRootPackage.getDicomPackage method Read the DICOM metadata properties examples.advanced_usage.managing_metadata_for_specific_formats.Image.dicom.DicomReadNativeMetadataProperties try (Metadata metadata = new Metadata(Constants.InputDicom)) { DicomRootPackage root = metadata.getRootPackageGeneric(); if (root.getDicomPackage() != null) { System.out.println(root.getDicomPackage().getBitsAllocated()); System.out.println(root.getDicomPackage().getReds()); System.out.println(root.getDicomPackage().getGreens()); System.out.println(root.getDicomPackage().getBlues()); System....metadata for specific formats / Images / Working with DICOM metadata...format-specific information from DICOM images. The following are the steps...

    docs.groupdocs.com/metadata/java/working-with-d...