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Document Understanding Activities
Last updated Nov 21, 2024

Digitize Document

UiPath.IntelligentOCR.Activities.Digitization.DigitizeDocument

Description

Digitizes a document, extracting its Document Object Model (DOM) and text and storing them in their corresponding variable types.

Note: You must assign an OCR engine to this activity by dragging it into the body of the activity. The chosen OCR engine is to be used only if the incoming documents require OCR processing. Visit OCR Engines to check the available OCR engines. The input and output parameters of the selected OCR engine are automatically set by the Digitize Document activity.

Project compatibility

Windows-Legacy | Windows

Configuration

Properties panel

Common

  • DisplayName - The display name of the activity.

Input

  • ApplyOcrOnPdf -Establishes if the OCR process should be applied or not to PDF documents. If set to Yes, the OCR is applied to all PDF pages of the document. If set to No, only digitally typed text is extracted. The default value is Auto, determining if the document requires to apply the OCR algorithm depending on the input document.
  • DegreeOfParalelism - Specifies how many, if any, pages to be analyzed in parallel. The -1 value uses the "Number of Cores on the machine - 1". This means that the activity tries to process as many pages in parallel as the number of cores - 1 value, while specifying a positive value uses that specific number of logical processors. By default, this property is set to -1.
    This property accepts any value that is not greater than LogicalProcessorCount - 1.
  • DetectCheckboxes - Detects the available check-boxes from the document while digitizing it. The default value is True.
  • DocumentPath - The file path of the document you want to digitize. This field supports only strings and String variables.
    Note:
    • In case of failure to classify a document that has enough data, in the Digitize Document activity, set the ApplyOcrOnPdf property as Yes.
    • Text extraction from PDF files has been upgraded. This results in an optimized extraction process, where both native and scanned text is retrieved at the same time. The process applies OCR only on the images identified in the PDF file. This improvement is available only when the ApplyOCROnPDF option is set to Auto.
    Note: The supported file types for this property field are .png, .jpe, .jpg, .jpeg, .tiff, .tif, and .pdf.

Misc

  • Private - If selected, the values of variables and arguments are no longer logged at Verbose level.

Output

  • DocumentObjectModel - The Document Object Model (DOM) of the file, stored in a Document variable. This field supports only Document variables.
  • DocumentText - The text extracted from the specified document. This variable can be subsequently used in the Present Validation Station activity. This field supports only String variables.
    Note: Starting with UiPath.IntelligentOCR.Activities package v6.3.0-preview, the Digitize Document activity comes with a default preselected OCR engine, the UiPath® Document OCR engine.

Both output variables, paired as they are dependent, can be used further in document processing throughout the entire document processing framework (classification, data extraction, human validation, etc.).

Important

If the UiPath.IntelligentOCR.Activities package has been updated to v5.1.0, then the ForceApplyOCR parameter has been replaced with the ApplyOcrOnPDF. Here is the compatibility between the old and new parameters:

  • ForceApplyOCR = True is replaced by ApplyOcrOnPDF = Yes;
  • ForceApplyOCR = False is replaced by ApplyOcrOnPDF = Auto;
  • ForceApplyOCR = Empty is replaced by ApplyOcrOnPDF = Auto;
  • ForceApplyOCR = Your defined variable is replaced by ApplyOcrOnPDF = Auto.
Note: The Digitize Document activity extracts the text from a PDF file and, for complex documents, it applies pre-processing and post-processing algorithms. This activity can be used together with other Document Understanding activities.

Document Object Model

The Document Object Model is captured in a proprietary object. Visit Document Class for more information.

Tip: To successfully digitize and process your documents, consider the following advice:
  • For an image to be successfully digitized/processed, its width and height dimensions should be between 50 and 10000 pixels. Any image below or above this range is rejected, with an exception message. An image validated with the previously mentioned dimensions and with a total size bigger than 14 MP, is scaled down to 14 MP, while maintaining the aspect ratio (width or height ratio).
  • The best results are obtained by keeping the skew angle between +/- 20 degrees.

Example of using the Digitize Document activity

Visit Manual validation for digitize documents to check how the Digitize Document activity is used in an example that incorporates multiple activities.

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