Label Studio Enterprise 2.21.0

Feb 25, 2025

Helm Chart version: 1.9.5

New features

Bulk labeling and image preview

There is a new Bulk label action available from the Data Manager. You can use this to quickly label tasks multiple tasks at once.

This feature also includes enhancements to the Grid View in the Data Manager. Now when viewing images, you can zoom in/out, scroll, and pan.

For more information, see the Bulk labeling documentation and Bulk Labeling: How to Classify in Batches.

Enable AI features

There is a new toggle on the Billing & Usage page (only available to users in the Owner role). You can use this to enable AI features throughout Label Studio.

Enhancements

Updated Billing & Usage page

The Billing & Usage page (only accessible to users in the Owner role) has several new options:

• Early Adopter - Opt in to new features before they’re generally available.
• Enable AI Features - Enables AI helper tools within Label Studio. See AI features.
• White labeling - Contact sales about enabling white labeling.
• Custom Scripts - Contact sales to enable custom scripts. See Custom scripts for projects.

Updated template images

The thumbnail images for the pre-built templates have been redesigned.

Clearer description of annotation count

The annotation counter at the bottom of the Data Manager has been updated to read “Submitted Annotations.” It previously read “Annotations,” which could cause confusion.

Display the prediction score in the labeling interface

When you have annotations generated by predictions (pre-annotations), you will now see the prediction score (also known as the “confidence score”) under the model name in the labeling interface tabs.

Region number in Relations panel

The Relations panel now displays the number identifier for the region when viewing relations between regions.

Export images with YOLO, YOLO_OBB, and COCO

Previously, when exporting data in YOLO, YOLO_OBB, or COCO format, the images themselves were not included in the export.

To improve this, we have introduced three new choices to the export options:

• YOLO_WITH_IMAGES

• YOLO_OBB_WITH_IMAGES

• COCO_WITH_IMAGES

Set ground truths by user

There is a new action from the Data Manager that allows you to mark the annotations submitted by a specific user as ground truth annotations.

Control login redirects

There is a new LOGIN_PAGE_URL variable will redirect the login page to the URL specified in the variable. This is useful for organizations with that have white labeling enabled and/or multiple internal groups that have different IdP provider logins (or no IdP provider login).

Performance improvements

Various performance improvements around Members page load time, annotation creation, and memory usage for Image tags.

Security

• Updated Iodash to address security vulnerabilities.

• Ensured that file paths remain hidden when import operations fail.

Bug fixes

• Fixed an issue where the Annotator Performance drop-down was not filtering the results as expected.

• Fixed an issue where users were unable to select and move bounding box regions after adding brush regions.

• Fixed an issue where seeking within a video would display duplicate frames in the the Video tag.

• Fixed an issue when managers could review skipped tasks in Quick View.

• Fixed an issue where project to groups mapping was not working correctly for SAML.

• Fixed an issue that caused would sometimes cause project creation to fail when pasting code into the code editor.

• Fixed an issue where Sentry would still attempt to load assets even if disabled.

Feature flag updates

The following feature flags have been marked stale or deleted, meaning they can no longer be turned on or off by users:

fflag_feat_front_optic_767_annotator_project_multiselect_short
fflag_fix_back_leap_612_explore_review_09042024_short
fflag_fix_optic_214_extra_blank_dashboard_charts_short
fflag_fix_optic_391_tasks_outside_low_agreement_project_counts_short
fflag_fix_all_leap_877_annotator_membership_api_03042024_short
fflag_feat_all_optic_520_annotator_report_short
feat_all_optic_71_dashboard_multiple_labeling_group_support_v1_01092023_short
fflag_feat_front_prod_281_project_list_search_19072023_short
fflag_feat_all_lsdv_e_295_project_level_roles_via_saml_scim_ldap_short
ff_back_2884_comments_notifications_02092022_short
ff_back_DEV_1711_review_queue_140222_short
ff_front_dev_1480_created_on_in_review_180122_short
fflag_fix_front_leap_32_zoom_perf_190923_short
fflag_feat_front_lsdv_5452_taxonomy_labeling_110823_short
fflag_fix_front_dev_3793_relative_coords_short
ff_front_dev_2715_audio_3_280722_short
fflag_feat_front_optic_1351_use_new_projects_counts_api_short
fflag_feature_all_optic_1421_cold_start_v2
fflag_fix_back_optic_1407_optimize_tasks_api_pagination_counts
fflag_fix_optic_1259_lse_projects_read_apis_use_replica_short
fflag_feat_all_optic_1181_membership_performance
fflag_feat_optic_1025_zendesk_widget_integration
fflag_feat_all_optic_991_dashboard_v2_short
fflag_feat_optic_378_limit_projects_per_page_to_ten_short
fflag_feat_optic_67_drag_and_drop_charts