Labelbox
A data-centric AI platform for creating and managing training data. Labelbox provides annotation tools, workflow management, and model-assisted labeling. It supports various data types including text, images, video, and documents with collaboration features for annotation teams.
Implements
Concepts this tool claims to implement:
- Annotation primary
Multi-modal annotation tools (text, image, video, geospatial). Annotation editor with configurable ontologies. Quality management with consensus and review workflows.
- Training Data primary
Dataset management and versioning. Data curation and filtering. Export to common ML formats (COCO, Pascal VOC, etc.).
- Human Feedback secondary
Model-assisted labeling for faster annotation. Active learning integration. Feedback loops for model improvement.
Integration Surfaces
Details
- Vendor
- Labelbox Inc.
- License
- Proprietary
- Runs On
- cloud
- Used By
- human, system
Links
Notes
Labelbox is more accessible than Scale AI for smaller teams. Strong tooling for image and video annotation. Free tier available for experimentation. Good for teams building their own annotation workflows rather than outsourcing to managed labeling services.