30 June 2021

Auto-retraining of ML Models

Auto-retraining is now available in Public Preview. Now, you can import data from Validation Station and use it to retrain ML Models without manual steps in the process.

The main benefits are ease of use and the long-term maintainability of the ML Models. You can build your ML Model, label data, and then set up this automatic retraining and the ML Model will keep itself up to date.

The Auto-retraining Loop

Usability Improvements

Implemented dark theme support.

Selecting the Theme

Export validation

Export validation errors are reported much sooner.

Test sets no longer require export validation.

8 June 2021

Fast, Robust, and Scalable Experience

It is with great excitement to announce that Cloud Data Manager is now generally available. From this point forward, you can manage your Document Understanding datasets at the convenience of Automation Cloud. Highlights include:

• Faster startup.
• Faster labeling.
• No limit to volume of documents that can be imported or exported.
• Friendlier Export dialog.
• Limit of 1500 documents per import, though successive imports allow you to import as many documents as you need.

Migrating Data Manager Sessions

Cloud Data Manager has been in Public Preview since May 5, 2021. All Data Labeling sessions created before May 5, 2021 will be deprecated on July 1, 2021, and all labeled data in these sessions need to be migrated to new sessions by July 1, 2021.

Old sessions may be identified by their Status in the Data Labeling view of AI Center.

The image below shows one new session with the status Available and one old session with the status Stopped (MIGRATE BY July 1).

To migrate data from old pre-May 5 sessions and into new sessions, you need to open the old session and download the labeled data using the Download option which appears in the contextual menu when clicking the Export button at the top of the window.

The Download option will export all the labeled data in the session as a Zip file on your local drive.

You will need to import this same Zip file into the new session.

If you want to preserve the batches as you had them in the old session, then you need to download each batch separately using the Download button, and then import them separately into the new session.

To export a certain batch, you need to select it from the Filter dropdown, and then click the Export and select the Download option.