Harbor ML is an enterprise data infrastructure platform that provides training-ready multimodal datasets (video, image, audio) for AI model development. Harbor controls the full pipeline from licensed content sourcing through human-validated annotation to certified dataset delivery.

What types of datasets does Harbor provide?

Harbor provides video annotation datasets (object detection, segmentation masks, action recognition), image classification datasets, audio transcription datasets, and multimodal datasets combining video, audio, and text. All datasets include COCO-format annotations with bounding boxes, instance segmentation masks, tracking IDs, and quality certification.

How does Harbor's annotation quality compare to Scale AI and Micro1?

Harbor delivers datasets at the same enterprise standard as Scale AI and Micro1, with AI pre-labeling combined with human-in-the-loop refinement. Each dataset passes a multi-metric certification process requiring ≥95% object accuracy, ≥0.85 mask IoU, and ≥70% tracking consistency before delivery.

What annotation formats does Harbor support?

Harbor exports in COCO JSON format (the industry standard used by Google, Meta, and major AI labs), with support for bounding boxes, polygon segmentation, RLE masks, keypoints, and temporal action segments. Custom format conversion is available for enterprise clients.

How much does Harbor cost?

Harbor offers flexible pricing tiers: a free starter plan for small projects, a Growth plan at $499/month for production workloads, and custom Enterprise pricing for large-scale deployments with dedicated support, SLA guarantees, and on-premise options. Visit harborml.com/pricing for current rates.

Harbor ML - Multimodal Data Infrastructure & AI Datasets

Harbor ML provides multimodal data infrastructure, high-quality datasets, and AI data annotation workflows to power the next generation of artificial intelligence models. We connect enterprise AI teams with global contributors for specialized data collection tasks like robotics, speech, and object tracking.