Autonomous Vehicles

    L4/L5 Autonomy

    Achieving full autonomy requires ground truth data of unparalleled accuracy. We provide the pixel-perfect 3D and 2D annotation needed to train safety-critical perception models.

    Core Capabilities

    Sensor Fusion Annotation

    Synchronized labeling across LiDAR, Radar, and Camera streams to ensure geometric consistency.

    3D Point Cloud Segmentation

    Fine-grained segmentation of LiDAR data to distinguish drivable surfaces, vegetation, and obstacles.

    HD Map Creation

    Extracting semantic features for High-Definition maps, including lane connectivity and traffic rules.

    Complex Scenario Labeling

    Annotating edge cases like construction zones, adverse weather, and erratic pedestrian behavior.

    4D Annotation

    Tracking objects through time to capture velocity, acceleration, and heading for prediction.

    Occupancy Grid Mapping

    Labeling free space and occupied space for path planning and navigation algorithms.

    Case Study

    Scaling L4 Perception for Top-Tier Autonomous Trucking OEM

    A leading autonomous trucking company needed to dramatically scale their 3D point cloud annotation...

    99.9%
    Data Quality Rate
    2.5M+
    Frames Annotated
    40%
    Turnaround Time Reduction
    <1cm
    Bounding Box Precision
    Scaling L4 Perception for Top-Tier Autonomous Trucking OEM
    Creative Intelligence

    Data Annotation Use Cases in L4/L5 Autonomy

    Annotation & labeling of data can serve a variety of purposes within L4/L5 Autonomy, from enabling critical computer vision to gaining a better sense of the surroundings for AI initiatives.

    The following use cases provide more insight into how our data annotation & labeling expertise can benefit your L4/L5 Autonomy operations:

    Robotaxis

    Robotaxis

    Enabling urban mobility services without human intervention.

    Autonomous Trucking

    Autonomous Trucking

    Long-haul freight transport on highways with depot-to-depot autonomy.

    Shuttles & Pods

    Shuttles & Pods

    Last-mile transportation in geofenced campuses and city centers.

    Simulation Ground Truth

    Simulation Ground Truth

    Creating accurate virtual worlds for testing and validation.

    Ready to deploy?

    Our teams are ready to handle your data pipeline needs immediately.

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