Segments.ai

What Segments.ai is

Segments.ai is a multi-sensor data labeling platform for robotics and autonomous vehicle teams, available through web and API access. It supports image and point-cloud annotation with segmentation, cuboids, bounding boxes, keypoints, polygons, and polylines. Teams can view 2D images with 3D point clouds and project labels between sensors. For 3D sequences, Batch Mode, merged point clouds, interpolation, and automated tracking support annotation across objects and frames. Image tools include Superpixel, Autosegment, hover-and-click segmentation, and uploaded model predictions for review and correction. Its Python SDK supports programmatic uploads, label downloads, dataset management, and webhooks; TensorFlow and PyTorch are named integrations. The company says the platform is designed for computer vision engineers and data scientists working in autonomous robotics and driving, and that it launched in 2020 as a segmentation-focused labeling solution. A free academic license is available for non-commercial research, subject to a license request. Core, Fusion, and Enterprise pricing is by custom quote; Core limits point clouds to 500,000 points each, while Fusion includes point clouds and images of unlimited size and resolution.