LiDAR & 3D Point Cloud Annotation
High-fidelity 3D annotation for autonomous driving and robotics. We support 64-128 channel sensor data.
Interactive Preview
// Custom Output Format
{
"project_id": "P-9921",
"batch_id": "B-001",
"data": { ... },
"qa_status": "passed",
"reviewer": "USR_992"
}Capabilities & Features
- 3D Cuboid AnnotationEnterprise grade precision
- Point Cloud SegmentationEnterprise grade precision
- Sensor FusionEnterprise grade precision
- LiDAR-Camera CalibrationEnterprise grade precision
Quality Assurance Process
Every project undergoes a rigorous 3-step verification process: Annotator Self-Check, Senior Reviewer Audit, and Automated Consistency Checks. We guarantee 98%+ accuracy on Golden Sets.
LiDAR & 3D Point Cloud Annotation, as one route
From your raw data to a model-ready dataset, with quality gates you can audit.
- Business problem
Your raw data
LiDAR & 3D Point Cloud
- VentureSoft thinking
Guidelines and gold set
Agreed with your ML team
- Technology
3D Cuboid Annotation
- Technology
Point Cloud Segmentation
- Technology
Three-tier QA
100% review, golden-set audit
- Measured outcome
Model-ready dataset
Delivered in your format
From pilot to production
Sample and scope
Send a sample; we return a labeled subset with QA metrics.
Guidelines
Schema, edge cases, and acceptance criteria versioned together.
Pilot batch
Up to 5,000 annotations through the three-tier workflow.
Scale
Dedicated pod with API delivery into your pipeline.
Continuous improvement
Gold sets and guidelines evolve with your model.
- 1Phase 1
Sample and scope
Send a sample; we return a labeled subset with QA metrics.
- 2Phase 2
Guidelines
Schema, edge cases, and acceptance criteria versioned together.
- 3Phase 3
Pilot batch
Up to 5,000 annotations through the three-tier workflow.
- 4Phase 4
Scale
Dedicated pod with API delivery into your pipeline.
- 5Destination
Continuous improvement
Gold sets and guidelines evolve with your model.
Start with a pilot dataset
Send us a sample and we will return annotated data with QA metrics within days.