How to Connect Cloud Storage to Unitlab
See the actual Unitlab connection screens, the credentials each provider needs, and a safe way to validate a cloud-backed annotation source.
Data Curation in Unitlab: Assets, Filters, Folders, and Embedding Views
A hands-on data-curation playbook for turning raw assets into representative, reviewable, and reproducible working datasets in Unitlab.
Human-in-the-Loop Annotation: Combining Model, Annotate, and Review Stages
How to turn model proposals, human correction, and review evidence into a controlled Unitlab workflow that improves data quality over time.
Bring Your Own AI Model to Unitlab: A Practical Enterprise Integration Guide
A live-product guide to registering an external annotation model in Unitlab and designing the security, mapping, validation, and rollback controls around it.
Find Similar in Unitlab: Turn One Trusted Annotation into Many Candidates
A practical guide to seed-object quality, confidence thresholds, candidate review, and measuring Unitlab Find Similar on repeated visual patterns.
Prompt-Based Auto-Labeling: Detect Every Object in a Class with Unitlab
How class-aware prompting can accelerate object detection while keeping scope, review, and acceptance under human control.
Magic Touch in Unitlab: Faster Interactive Segmentation Without Losing Control
A practical guide to human-guided segmentation with Magic Touch, including class setup, boundary review, benchmarking, and quality workflows.
Documents and Multimodal Releases: Building Rich Training Data in Unitlab
A live-product look at document data in Unitlab, multimodal release anatomy, verified capabilities, and a reproducible handoff pattern for ML teams.
Medical Data Annotation in Unitlab: Structured Labels for Clinical AI
How Unitlab combines synchronized DICOM and 3D viewing with structured clinical properties—and how teams can validate a responsible medical labeling pilot.