document-understanding
2022.4
false
Document Understanding User Guide
- Overview
- Document Understanding Process
- Quickstart Tutorials
- Framework Components
- ML Packages
- Pipelines
- Data Manager
- OCR Services
- Document Understanding deployed in Automation Suite
- Document Understanding deployed in AI Center standalone
- Deep Learning
- Build a High Performing ML Model
- Licensing
- References
- UiPath.Abbyy.Activities
- UiPath.AbbyyEmbedded.Activities
- UiPath.DocumentUnderstanding.ML.Activities
- UiPath.DocumentUnderstanding.OCR.LocalServer.Activities
- UiPath.IntelligentOCR.Activities
- UiPath.OCR.Activities
- UiPath.OCR.Contracts
- UiPath.DocumentProcessing.Contracts
- UiPath.OmniPage.Activities
- UiPath.PDF.Activities
An OCR Engine is used in the Digitization component, to identify text in a file, when native content is not available.
Note:
The images that need to be processed should have a resolution range of:
- min: 50 x 50 MP
- max: 9000 x 9000 MP
Here is a selection of OCR Engines that you can choose from, according to your needs, throughout the Document Understanding Framework.
| OCR Engine | Activity Pack | Debug Logs Format in Logs Folder | Reports Confidence |
|---|---|---|---|
| UiPath Document OCR | UiPath.OCR.Activities | `${date:format=yyyy-MM-dd | ✅ |
| OmniPage OCR | UiPath.OmniPage.Activities | `${date:format=yyyy-MM-dd | ✅ |
| Google Cloud Vision OCR | UiPath.UIAutomation.Activities | `${date:format=yyyy-MM-dd | ❌ if DetectionMode is set to TextDetection (default) ✅ if DetectionMode is set to DocumentTextDetection |
| Microsoft Azure Computer Vision OCR | UiPath.UIAutomation.Activities | `${date:format=yyyy-MM-dd | ❌ if UseReadAPI is not selected (default) ✅ if UseReadAPI is selected |
| Microsoft OCR | UiPath.UIAutomation.Activities | `${date:format=yyyy-MM-dd | ❌ |
| Tesseract OCR | UiPath.UIAutomation.Activities | `${date:format=yyyy-MM-dd | ✅ |
| Abbyy Document OCR | UiPath.AbbyyEmbedded.Activities | `${date:format=yyyy-MM-dd | ✅ |
Note:
When debugging errors, you can always visit the logs folder and check the relevant OCR log files. Read more about logging here.
Important:
Abbyy OCR and Abbyy Cloud OCR are not available in Document Understanding wizards.