- Overview
- Document Understanding Process
- Quickstart Tutorials
- Framework Components
- ML Packages
- Overview
- Document Understanding - ML Package
- DocumentClassifier - ML Package
- ML Packages With OCR Capabilities
- 1040 - ML Package
- 1040 Schedule C - ML Package
- 1040 Schedule D - ML Package
- 1040 Schedule E - ML Package
- 4506T - ML Package
- 990 - ML Package - Preview
- ACORD125 - ML Package
- ACORD126 - ML Package
- ACORD131 - ML Package
- ACORD140 - ML Package
- ACORD25 - ML Package
- Bank Statements - ML Package
- BillsOfLading - ML Package
- Certificate of Incorporation - ML Package
- Certificate of Origin - ML Package
- Checks - ML Package
- Children Product Certificate - ML Package
- CMS 1500 - ML Package
- EU Declaration of Conformity - ML Package
- Financial Statements - ML Package
- FM1003 - ML Package
- I9 - ML Package
- ID Cards - ML Package
- Invoices - ML Package
- Invoices Australia - ML package
- Invoices China - ML package
- Invoices India - ML package
- Invoices Japan - ML package
- Invoices Shipping - ML Package
- Packing Lists - ML Package
- Passports - ML Package
- Payslips - ML Package
- Purchase Orders - ML Package
- Receipts - ML Package
- RemittanceAdvices - ML Package
- UB04 - ML Package
- Utility Bills - ML Package
- Vehicle Titles - ML Package
- W2 - ML Package
- W9 - ML Package
- Other Out-of-the-box ML Packages
- Public Endpoints
- Hardware Requirements
- Pipelines
- Document Manager
- OCR Services
- Document Understanding deployed in Automation Suite
- Document Understanding deployed in AI Center standalone
- Licensing
- Activities
- UiPath.Abbyy.Activities
- UiPath.AbbyyEmbedded.Activities
- UiPath.DocumentProcessing.Contracts
- UiPath.DocumentUnderstanding.ML.Activities
- UiPath.DocumentUnderstanding.OCR.LocalServer.Activities
- UiPath.IntelligentOCR.Activities
- UiPath.OCR.Activities
- UiPath.OCR.Contracts
- UiPath.OmniPage.Activities
- UiPath.PDF.Activities
- Deep Learning
ML Packages Offline Installation
.zip
file which is uploaded directly as a Custom Package in AI Center. To download the models, contact your Account Manager, CSM,
or Support to receive a download link per package.
Here's what you need for running a successfully offline installation of an ML Package in AI Centerâ„¢.
- Download the needed du bundle. Here are the links for all the
available du bundles. The du bundle contains information about all models included
into a specific version. For example, the
dusemistructured-2023.10.0.tar.gz
contains information about all out-of-the-box pre-trained ML Packages included in the 2023.10.0 version. - Download the needed out-of-the-box model package (eg.: Invoices, Receipts, PurchaseOrders, etc.). Link needs to be provided by your Account Manager, CSM, or Support.
du-ondemand.tar.gz
. For instance, if you downloaded the du
bundle named dusemistructured-2023.10.0.tar.gz
, at installation time
you need to rename it as du-ondemand.tar.gz
.
- For Windows machines, directly download through the bundle link and rename the file to
du-ondemand.tar.gz
-
For Linux machines, from the machine having access to the internet, download the needed bundle following the below command:
wget -O ~/<bundle-name.tar.gz> 'bundle-link'
wget -O ~/<bundle-name.tar.gz> 'bundle-link'Here's an example of how to download the needed bundle for Linux:
wget -O ~/du-ondemand.tar.gz 'https://download.uipath.com/automation-suite/2023.10.0/dusemistructured-2023.10.0.tar.gz'
wget -O ~/du-ondemand.tar.gz 'https://download.uipath.com/automation-suite/2023.10.0/dusemistructured-2023.10.0.tar.gz' -
Copy the following bundle to the
/uipath/tmp
folder on the main machine of the cluster (where the install took place):scp ~/<bundle-name.tar.gz> <username>@<node dns>:/uipath/tmp/
scp ~/<bundle-name.tar.gz> <username>@<node dns>:/uipath/tmp/ -
Connect to this main machine and load the bundle:
./configureUiPathAS.sh registry upload --optional-offline-bundle "/uipath/tmp/du.tar.gz" --offline-tmp-folder "/uipath/tmp"
./configureUiPathAS.sh registry upload --optional-offline-bundle "/uipath/tmp/du.tar.gz" --offline-tmp-folder "/uipath/tmp"
After downloading and installing the models, follow the steps described here to upload them to AI Center.
Follow these steps to upload a DU bundle to your external docker registry:
-
Pull the desired DU image from the UiPath registry hosted on registry.uipath.com
-
Rename the image host as per your docker registry name.
-
Push the image to external docker registry
docker pull <uipath_registry_server>/<image_name>
docker pull <uipath_registry_server>/<image_name>
Here's an example of how to pull the image of the UiPathDocumentOCR bundle from a registry called registry.uipath.com:
docker pull registry.uipath.com/aicenter/du-doc-ocr:v23.10.0
docker pull registry.uipath.com/aicenter/du-doc-ocr:v23.10.0
Rename the image host by running the following command:
docker tag <uipath_registry_server>/<image_name> <your_registry_server>/<image_name>
docker tag <uipath_registry_server>/<image_name> <your_registry_server>/<image_name>
Here's an example of how to rename the image of the UiPathDocumentOCR bundle from a registry called registry.uipath.com to a registry called registory.mycompany.com:
docker tag registry.uipath.com/aicenter/du-doc-ocr:v23.4.0-rc70 registory.mycompany.com/aicenter/du-doc-ocr:v23.10.0
docker tag registry.uipath.com/aicenter/du-doc-ocr:v23.4.0-rc70 registory.mycompany.com/aicenter/du-doc-ocr:v23.10.0
Push the image to your external docker registry by running the following command:
docker push <your_registry_server>/<image_name>
docker push <your_registry_server>/<image_name>
Here's an example of how to push the image of the UiPathDocumentOCR bundle to an external docker registry:
docker push registory.mycompany.com/aicenter/du-doc-ocr:v23.10.0
docker push registory.mycompany.com/aicenter/du-doc-ocr:v23.10.0
DU Bundle |
Image |
---|---|
UiPathDocumentOCR | aicenter/du-doc-ocr:v23.10.0 |
UiPathDocumentOCR_CPU | aicenter/du-doc-ocr-cpu:v23.10.0 |
OCR for Chinese, Japanese, Korean | du/du-cjk-ocr-proxy:v23.10.0 |
DocumentClassifier | aicenter/du-ml-document-type-text-classifier:v23.10.0 |
Out-of-the-box Pre-trained ML Packages | aicenter/du-semistructured:v23.10.0 |
Dulv4 | aicenter/python37duv4:23.10.0 |
Dulv3 | aicenter/python37duv3:23.10.0 |
Dulv2 | aicenter/python37duv2:23.10.0 |