Auto-annotation system

[pranavguru]

• Annotation System Validation
  • Manually create 50 annotated scenes with ground truth
  • Export basic bounding boxes and verify against manual annotations (target: >95% IOU)
  • Human review: verify visual realism and annotation accuracy
  • Outcome: a few scenes rendered, bounding box IOU >95%, no critical annotation errors
  • Rollback trigger: If IOU <90%, revisit pipeline
• Export basic 2D/3D bounding boxes from scene geometry
• Implement occlusion detection and handling for accurate segmentation masks
• Build multi-object overlap resolution system for pixel-perfect masks
• Design validation framework comparing synthetic annotations against format requirements

Expected outcome: Segmentation mask IOU >97%