Activities
latest
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- Overview
- Document Processing Contracts
- About the Document Processing Contracts
- Box Class
- IPersistedActivity Interface
- PrettyBoxConverter Class
- IClassifierActivity Interface
- IClassifierCapabilitiesProvider Interface
- ClassifierDocumentType Class
- ClassifierResult Class
- ClassifierCodeActivity Class
- ClassifierNativeActivity Class
- ClassifierAsyncCodeActivity Class
- ClassifierDocumentTypeCapability Class
- ExtractorAsyncCodeActivity Class
- ExtractorCodeActivity Class
- ExtractorDocumentType Class
- ExtractorDocumentTypeCapabilities Class
- ExtractorFieldCapability Class
- ExtractorNativeActivity Class
- ExtractorResult Class
- ICapabilitiesProvider Interface
- IExtractorActivity Interface
- ExtractorPayload Class
- DocumentActionPriority Enum
- DocumentActionData Class
- DocumentActionStatus Enum
- DocumentActionType Enum
- DocumentClassificationActionData Class
- DocumentValidationActionData Class
- UserData Class
- Document Class
- DocumentSplittingResult Class
- DomExtensions Class
- Page Class
- PageSection Class
- Polygon Class
- PolygonConverter Class
- Metadata Class
- WordGroup Class
- Word Class
- ProcessingSource Enum
- ResultsTableCell Class
- ResultsTableValue Class
- ResultsTableColumnInfo Class
- ResultsTable Class
- Rotation Enum
- SectionType Enum
- WordGroupType Enum
- IDocumentTextProjection Interface
- ClassificationResult Class
- ExtractionResult Class
- ResultsDocument Class
- ResultsDocumentBounds Class
- ResultsDataPoint Class
- ResultsValue Class
- ResultsContentReference Class
- ResultsValueTokens Class
- ResultsDerivedField Class
- ResultsDataSource Enum
- ResultConstants Class
- SimpleFieldValue Class
- TableFieldValue Class
- DocumentGroup Class
- DocumentTaxonomy Class
- DocumentType Class
- Field Class
- FieldType Enum
- LanguageInfo Class
- MetadataEntry Class
- TextType Enum
- TypeField Class
- ITrackingActivity Interface
- ITrainableActivity Interface
- ITrainableClassifierActivity Interface
- ITrainableExtractorActivity Interface
- TrainableClassifierAsyncCodeActivity Class
- TrainableClassifierCodeActivity Class
- TrainableClassifierNativeActivity Class
- TrainableExtractorAsyncCodeActivity Class
- TrainableExtractorCodeActivity Class
- TrainableExtractorNativeActivity Class
- Document Understanding Digitizer
- Document Understanding ML
- Release Notes
- About the Document Understanding ML Activities Package
- Project Compatibility
- Preview Releases
- Document Understanding OCR Local Server
- Document Understanding Process - Studio Template
- Document Understanding Activities
- About the Document Understanding Package
- Project Compatibility
- Set PDF Password
- Merge PDFs
- Get PDF Page Count
- Extract PDF Text
- Extract PDF Images
- Extract PDF Page Range
- Extract Document Data
- Create Validation Task and Wait
- Wait for Validation Task and Resume
- Create Validation Task
- Classify Document
- Create Classification Validation Task
- Create Classification Validation Task and Wait
- Wait for Classification Validation Task and Resume
- Intelligent OCR
- About the IntelligentOCR Activities Package
- Project Compatibility
- Load Taxonomy
- Digitize Document
- Classify Document Scope
- Keyword Based Classifier
- Intelligent Keyword Classifier
- Present Classification Station
- Create Document Classification Action
- Wait for Document Classification Action and Resume
- Train Classifiers Scope
- Keyword Based Classifier Trainer
- Intelligent Keyword Classifier Trainer
- Data Extraction Scope
- RegEx Based Extractor
- Form Extractor
- Intelligent Form Extractor
- Present Validation Station
- Create Document Validation Action
- Wait for Document Validation Action and Resume
- Train Extractors Scope
- Export Extraction Results
- ML Services
- OCR
- OCR Contracts
- Release Notes
- About the OCR Contracts
- Project Compatibility
- IOCRActivity Interface
- OCRAsyncCodeActivity Class
- OCRCodeActivity Class
- OCRNativeActivity Class
- Character Class
- OCRResult Class
- Word Class
- FontStyles Enum
- OCRRotation Enum
- OCRCapabilities Class
- OCRScrapeBase Class
- OCRScrapeFactory Class
- ScrapeControlBase Class
- ScrapeEngineUsages Enum
- ScrapeEngineBase
- ScrapeEngineFactory Class
- ScrapeEngineProvider Class
- OmniPage
- PDF
- [Unlisted] Abbyy
- [Unlisted] Abbyy Embedded
Document Understanding Activities
Last updated Apr 10, 2024
About the Document Understanding ML Activities Package
The UiPath.DocumentUnderstanding.ML.Activities pack contains activities that integrate ML models for Document Understanding workflows, as follows:
- The Machine Learning Extractor activity which enables the usage of UiPath provided machine learning models to perform data extraction from documents. The activity is capable of consuming ML models in the context of document understanding, thus enabling RPA workflows to use such models for data extraction from documents.
- The Machine Learning Extractor Trainer activity which collects the human feedback for you, in a directory of your choice.
- The Machine Learning Classifier activity which allows users to perform document classification, enabling the use of extraction techniques matching the document type. This activity consumes classification ML models, generated in the context of Document Understanding, from AI Center.
- The Machine Learning Classifier Trainer activity which allows the collection of human feedback data in AI Center datasets for creating and updating document classification models on AI.
- The Generative Classifier activity which allows you to classify documents using generative models.
- The Generative Extractor activity which allows you to extract documents using generative models.
Important
C# Project Flavor Support
- Starting with version 1.5.0, this activity package is validated for use in C# projects.
Docotic.Pdf Library
- If you use in your project either one of the following packages: UiPath.DocumentUnderstanding.ML.Activities version 1.7.0 or UiPath.IntelligentOCR.Activities version 4.13.0 or UiPath.PDF.Activities version 3.4.0, then you need to update the rest of the packages to the mentioned versions.
Warning
- The UiPath.DocumentUnderstanding.ML.Activities package is an improved version of the obsolete UiPath.MachineLearningExtractor.Activities package. Avoid any possible errors caused by the name difference by removing any prior installation of this package and replacing it with the new one.
