Return to Intelligent Data Annotation

3D Perception Training Data

LiDAR point cloud annotation for autonomous vehicles, robotics, and spatial AI applications.

Consult an ExpertEnterprise Grade Solutions
3D Point Cloud & LiDAR Annotation

Comprehensive 3D annotation services including cuboid fitting, semantic segmentation, and multi-sensor fusion labeling.

Expertise

Core Capabilities

Specialized capabilities tailored to deliver exceptional results for your enterprise.

3D cuboid annotation

Accurate 3D bounding boxes for objects in point clouds.

Semantic segmentation

Point-level classification of scenes and objects.

Multi-sensor fusion

Cross-referencing LiDAR with camera and radar data.

Track consistency

Maintaining object identity across temporal frames.

Ground surface labeling

Road, sidewalk, and terrain classification.

Scene flow annotation

Motion vectors for dynamic object tracking.

Process

How We Deliver

A systematic approach to delivering robust solutions with security built-in from day one.

01

Calibrate

Sensor calibration and coordinate system alignment.

02

Annotate

3D object labeling in point cloud sequences.

03

Fuse

Cross-referencing with camera imagery for validation.

04

Track

Maintaining label consistency across frames.

05

Export

KITTI, NuScenes, or custom format delivery.

Case Studies

Proven Results

Real outcomes delivered with our cybersecurity DNA built into every solution.

Autonomous Driving Dataset

50K+
Scenes
10M+
Objects Labeled

Warehouse Robotics Project

25+
Environments
99.1%
Accuracy

Urban Planning LiDAR Scan

500 km²
Area Covered
200 pts/m²
Point Density

Ready to secure your
digital future?

Let's discuss how our specialized 3D Point Cloud & LiDAR Annotation teams can accelerate your enterprise objectives without compromising security.

Schedule Consultation