HL.About
04 — 05

Sensor Fusion Labeling

Web App
Scroll

Self-driving models learn from hand-labeled data in which every frame pairs a lidar point cloud with camera images. This web app lets annotators box objects in 3D, check each box from top, side and front views, and label the matching camera images alongside. Throughput was the hard part: frames are prefetched and parsed in Web Workers and cached in IndexedDB, so long sequences play through without load stalls.

Type
  • Web App
Responsibilities
  • UI/UX Design
  • Product Management
  • Front-end Development
  • DevOps
Technologies
  • Three.js
  • Fabric.js
  • React.js
  • gRPC Web
  • IndexedDB
3D labeling view: a lidar point cloud with boxed objects, checked from top, side and front views
The labeling tool's keyboard shortcut reference
Next — 05 / 05Media AI Playground