Use Cases

Built for Every Robotics Application

From warehouse floors to agricultural fields, Roboloop powers the data behind the robots that are changing the world.

Autonomous Navigation

Obstacle detection, lane marking, traffic sign recognition, and dynamic object tracking. We label multi-camera feeds and LiDAR scans with the temporal consistency autonomous systems demand.

  • •3D bounding boxes for vehicles, pedestrians, cyclists
  • •Lane boundary segmentation
  • •Semantic point cloud labeling
  • •Temporal object tracking across frames

Manipulation Tasks

Grasp point labeling, object recognition, and assembly task annotation. Our team understands the physics of grasping — where to grip, how hard, and which approach angle works.

  • •6-DoF grasp point annotation
  • •Action trajectory labeling
  • •Contact point identification
  • •Task success/failure classification

Warehouse Automation

Package detection, bin picking, and inventory tracking at scale. High-throughput labeling for the repetitive but precise data warehousing robots need.

  • •SKU identification & segmentation
  • •Bin-level occupancy labeling
  • •Pick-and-place trajectory annotation
  • •Deformable object handling labels

Human-Robot Interaction

Gesture recognition, pose estimation, and social cues. Label the subtle human signals that collaborative robots need to understand.

  • •Full-body pose estimation
  • •Hand gesture classification
  • •Gaze direction annotation
  • •Speech-action alignment

Agricultural Robotics

Crop disease detection, fruit ripeness assessment, and weed identification. Specialized labeling for outdoor, variable-condition environments.

  • •Multi-spectral image annotation
  • •Disease severity classification
  • •Growth stage labeling
  • •Weed vs. crop segmentation

Inspection & Monitoring

Infrastructure damage assessment, pipeline inspection, and quality control. Precise defect labeling where missing a crack can mean catastrophic failure.

  • •Defect detection & classification
  • •Crack measurement annotation
  • •Corrosion severity grading
  • •Anomaly boundary segmentation
“Robotics data isn’t just images with boxes. It’s temporal, spatial, multimodal, and safety-critical. Generic annotation platforms weren’t built for this — Roboloop was.”— Roboloop Engineering Team

Have a Use Case in Mind?

We’ll design a custom annotation workflow for your specific robotics application.

Let’s Talk →