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Skill Library

Skill Library aggregates annotated data by skill and shows the data volume, visualization samples, and project scope of each skill. It is used to check annotation wording, spot-check annotation results, and measure the data scale of each skill.

Skill list (administrator, test environment)

Prerequisites​

ItemDetails
Menu entryData → Skills
Route/skills; skill detail /skills/{skill name}
Required permissionView Skills / Actions, which guards the page
Related permissionView Projects (image data on the skill detail page)
Visible rolesAdministrator, Project Manager
Role defaultCollector, Annotator, Auditor, and Project Manager are Read Only; Administrator is Read & write
DependenciesData with finished annotation exists; when no data is present, the page shows "No skill data available, please annotate data first"

Module permissions are configured as described in Module Permissions.

Browsing Skills​

Skill Aggregation​

The top of the list shows Train N skills, where N is the number of skills in the current filter result, with one skill per row.

ItemNotes
SkillThe skill name used in annotation, taken from the skill entries in the Dictionary; when the dictionary has no matching entry, the English identifier is shown
Data VolumeNumber of annotation entries under the skill, shown to the right of the skill name
Visualization sampleImage or video thumbnails attached to each skill, up to 5, deduplicated by annotation description and taking the most recent

Project Scope​

ScopeNotes
All projectsCounts all projects the current account can access
Specific projectCounts only the selected project

After switching projects, the statistics are recalculated for the selected project.

Skill Detail​

ItemNotes
Image typeTwo tabs: Color Image (including video and first-frame images) and Depth Image
FilterAfter entering a skill, results are filtered by that skill, and the skill name appears as a removable label
LoadingLoads 30 items at a time and continues loading when scrolling to the bottom
FullscreenEnters fullscreen image browsing

Skill detail (switching between Color Image and Depth Image)

Constraints and Limits​

ItemValue / conditionNotes
Data sourceCounts only undeleted datasets and undeleted annotationsAnnotations of deleted data are not counted
Samples per skillUp to 5Deduplicated by description and taking the most recent
Items per batch on the detail page30Scroll loading
No annotation dataShow "No skill data available, please annotate data first"No entries to aggregate
Data writesThis page is read-onlySkill entries are maintained in the Dictionary

Troubleshooting​

SymptomPossible causeResolutionOwner
The list is emptyNo annotation data, no View Skills / Actions, or the project scope does not matchConfirm annotated data exists and check the module permissions and project scopeAdministrator, Project Manager
The detail page shows "Nothing found..."The skill has no visualization under the selected project or image typeSwitch to another image type or project scopeProject Manager
A skill name appears as an English identifierThe dictionary lacks this skill entryAdd the skill entry in the DictionaryAdministrator
A thumbnail cannot be displayedThe object storage temporary URL expired or the file is missingRe-enter the page to refresh the URL, and check the original file if neededProject Manager
PagePurpose
DictionaryMaintain skill, object, target, and other dictionary entries
Annotation TasksTasks that produce skill annotations
Data ManagementDataset search and preview
Analytics ChartsSummary charts of skills and actions
ActionsMaintain skill action data (Manage Skills / Actions)
Module PermissionsConfigure module permission keys