Segments.ai

What is Segments.ai?

Segments.ai is a data labeling platform for robotics and autonomous vehicle teams. Its focus is labeling multiple sensors together in a single interface for speed and accuracy.

Key capabilities of Segments.ai

• 3D point cloud labeling: segmentation, cuboids with full rotation, keypoints, polygons and polylines.
• 2D image labeling: segmentation, boxes, polygons and keypoints with sequences.
• ML-assisted tools: Superpixel 2.0, Autosegment, hover-and-click segmentation and pre-labels.
• Multi-sensor workflows: projects 3D labels onto 2D images with consistent track IDs.
• Automated tracking: cuboid tracking, on higher plans.
• Python SDK and API: with webhooks and exports.

How Segments.ai works

You load sensor data (point clouds, images, sequences), label with assisted tools, and review. Labels are projected between 3D and 2D so tracks stay consistent across sensors and time. Output exports to PyTorch, TensorFlow and Hugging Face.

Who uses Segments.ai?

Robotics and autonomous vehicle teams, plus startups and academic groups through its startup program and academic license. Managed labeling services are also offered.

Segments.ai pricing

Segments.ai does not list specific prices on its homepage. It offers a 14-day free trial with no credit card, plus Startup, Hyper Growth and Enterprise tiers, an academic license and a startup program.

Segments.ai alternatives

Labelbox is a broader labeling platform spanning many data types and workflows. Scale AI pairs tooling with large managed labeling workforces. CloudFactory provides managed data labeling workforces.