Interactive Validations
The Interactive Validation performs checks on annotations before the data moves to the next stage in the label validation. It uses pre-defined validations set during the setup and highlights potential issues. The tool allows users to view, validate, and fix problems interactively without leaving the annotation workspace.
Validation enhances the workflow by ensuring consistent and high-quality results across various business requirements.
Use cases
Quality Assurance: Automatically catch incomplete or incorrect annotations
Progression Control: Block data from progressing to the next stage (e.g., internal review, customer auditing) if it fails basic validation
Consistency Check: Ensures consistency in object properties across frames and sequences
Customer Business Rule: Enforce project-specific rules without manual checks
Real Time Feedback: Show validation errors as annotators work, enabling faster correction
Benefits
Prevents invalid or incomplete annotations from progressing
Saves time by linking validation errors directly to their locations
Customizable per workflow to match specific project needs
Non-disruptive: user can keep the report open while annotating
Steps to use Interactive Validation Reports
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