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Data Annotation & LabelingExpertTier 1 · $25

LiDAR Annotation

3D cuboids, point-density limits and sensor-fusion offsets for autonomous-driving datasets.

3 modules205 minutes of material10 exam questions · 80% to pass

Syllabus

01Cuboid placement

75 min
  • Fit 3D boxes to sparse point clouds
  • Set heading and ground reference

02Sensor fusion

70 min
  • Align LiDAR with camera projections
  • Resolve parallax disagreement

03Track coherence

60 min
  • Keep IDs stable across sweeps
  • Audit a full sequence

Assessed concepts

The exam tests these directly. Definitions are summarised here; the exact answer key stays on the server.

Cuboid yaw

Ground plane reference

Point density limit

Fusion offset

Track coherence

Certificate fee

$25

Charged only after you pass. Studying, practice and the exam are free.

Start module one

Exam attemptsUnlimited

Certificate validityNo expiry

VerificationPublic API

Refund window30 days

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