Playground · perception

Scene understanding

Mock detector feed: bounding boxes and logits fused before your custom vision route — aligned with /v1/vision/analyze.

Frame 8832 · 24fps LIVE
exposure lock · WB 5600K

Detector heads

  • dex-obj-xl42ms
  • layout-graph18ms
  • scene-tokenizerqueued
Benefit: share one normalization pass across grading, inspection, and copilot tools.
LabelConf.BoxTrack id
industrial_sensor_A0.9820.22,0.18 / 0.50,0.30tr_0091
personnel_vest0.9440.48,0.52 / 0.70,0.70tr_0092
caution_tape0.8710.55,0.61 / 0.62,0.79tr_0093