3D / LiDAR ANNOTATION

3D Point Cloud & LiDAR Annotation

Professional 3D annotation tools for point cloud and LiDAR data. Create high-quality training data for autonomous systems, robotics, and spatial AI with precision and scale.

Comprehensive 3D Annotation Tools

Everything you need for professional 3D point cloud annotation

3D Bounding Boxes

Annotate objects in 3D space with precise cuboid placement, rotation, and dimension controls.

Semantic Segmentation

Point-wise classification for road surfaces, buildings, vegetation, and terrain analysis.

Instance Segmentation

Separate individual object instances in 3D space for autonomous systems and robotics.

Lane Marking

Annotate lane boundaries, centerlines, and road markings in 3D for HD mapping.

Point Cloud Classification

Classify individual points or clusters with custom taxonomies and attributes.

Multi-Sensor Fusion

Combine LiDAR with camera data for enhanced annotation accuracy and context.

AI-Assisted 3D Annotation

Accelerate your 3D labeling workflow with advanced AI models

Auto-Detection

AI-powered 3D object detection in point clouds using state-of-the-art models like PointNet++ and VoxelNet.

Ground Segmentation

Automatic ground plane detection and removal for efficient object annotation in outdoor scenes.

Object Tracking

Track 3D objects across sequential scans for temporal consistency in dynamic scenes.

Powering 3D AI Applications

Trusted across industries for spatial AI and 3D perception

Autonomous Vehicles

Annotate 3D road scenes, vehicles, pedestrians, and infrastructure for self-driving car perception.

100M+ objects labeled

Robotics

Label 3D environments for robot navigation, manipulation, and human-robot interaction.

99.9% precision

AR/VR Applications

Create 3D scene understanding for augmented and virtual reality experiences.

Real-time processing

Drone Mapping

Annotate aerial LiDAR scans for surveying, construction, and infrastructure monitoring.

1M+ hectares mapped

Enterprise-Grade 3D Annotation

Built for the most demanding 3D perception tasks. Handle massive point clouds and multi-sensor data with performance and precision.

Support for PCD, LAS, PLY, and all major formats
Interactive 3D visualization and navigation
Multi-view annotation with camera sync
Custom coordinate systems and projections
Batch annotation across sequences
Active learning for 3D scene sampling
Quality review and consensus workflows
Export to KITTI, nuScenes, Waymo, and custom formats
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