Paquets ML avec capacités OCR

Optimize your results and ease your work when using Document Understanding^TM by incorporating into your workflow one of the ML packages that have OCR capabilities.

UiPathDocumentOCR (sur site et dans le cloud)

This is a non-retrainable model which can be used with the UiPath Document OCR engine activity as part of the Digitize Document activity. To be used, the ML Skill must first be made public so that a URL can be copy-pasted into the UiPath® Document OCR engine activity.

Vous pouvez exécuter UiPathDocumentOCR sur GPU ou CPU, la précision étant la même dans les deux cas, les prédictions sur GPU étant plus rapides que celle sur CPU.

UiPathDocumentOCR requires access to the Document Understanding metering server at https://du.uipath.com/metering if the ML skill is running on an AI Center on-premises regular deployment. No internet access is needed on AI Center on-premises air-gapped deployments.

UiPathDocumentOCR_CPU (sur site uniquement)

Ce paquet ML peut être déployé de la même manière que le paquet ML UiPathDocumentOCR, avec les différences suivantes :

• it is optimized to run on CPU, so you should observe a 3-4x speedup when running in workflow, and 5-10x speedup when using it to import documents into Document Manager
• accuracy is slightly lower than the UiPathDocumentOCR ML Package, and it is similar to the UiPath.DocumentUnderstanding.OCR.LocalServer Studio package
• en raison de sa rapidité, le processeur est également recommandé lorsque les documents sont volumineux (plus de 20 pages par document) en l’absence d’un GPU, ce qui est idéal.

OCR pour le chinois, le japonais et le coréen (sur site et dans le cloud)

Available as an endpoint, CPU only, in Document Understanding framework. You can use the URL of this endpoint into the OCR for Chinese, Japanese and Korean activity, or directly in a Document Manager session, at configuration time.

Remarque :

The UiPath Chinese, Japanese, Korean OCR will be deprecated starting with January 2025. We recommend using the UiPath Extended Languages OCR instead. Check the deprecation timeline for more information about upcoming deprecations and removals.

UiPath Extended Languages OCR

UiPath Extended Languages OCR is capable of processing documents in over 200 languages, especially in Chinese, Korean, Vietnamese, Thai, major Indian languages, and languages that use the Cyrilic or Greek alphabets.

You can use the URL of this endpoint into the UiPath Extended Languages OCR activity, or directly in a Document Understanding project at configuration time.