lidar

LiDAR Annotation

Digitally recreate the physical world with precise 3D annotations. Combine LiDAR point clouds with vision data for autonomous vehicles, robotics, and spatial AI applications.

3D Scene Visualization

3D Scene Visualization

Navigate multi-modal datasets with LiDAR, radar, and camera feeds synchronized through time. Rotate, pan, and adjust sensor overlays in 3D space. Customize point cloud colors and visualization settings for optimal annotation workflows.

Spatial Annotation Tools

Spatial Annotation Tools

Create cuboids, segmentations, keypoints, and polylines directly in 3D space. Adjust annotations with full six degrees of freedom (roll, pitch, yaw). Use keyboard shortcuts and coordinate-based positioning for precise object labeling.

Cross-Modal Validation

Cross-Modal Validation

Render 3D annotations in vision domain for scene understanding verification. View annotations from multiple perspectives (left, top, front views). Export spatial labels for autonomous vehicle and robotics training pipelines.

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Just Released: The World's Largest Open-Source Multimodal Dataset