---
tags:
- element_type:detect
- model:yolov11-nano
- object:box
- object:hard hat
- object:heavy machinery
- object:high-vis jacket
- object:ladder
manako:
  description: Manako baseline - generated by element_trainer service to detect box,
    hard hat, heavy machinery, high-vis jacket, ladder
  source: element_trainer/construction-detect
  prompt_hints: null
  input_payload:
  - name: frame
    type: image
    description: RGB frame
  output_payload:
  - name: detections
    type: detections
    description: List of detections
  evaluation_score: null
  score:
    size_mb: 10.802683
    performance_map50: 0.2596993320142301
    E: 0.024040262221360204
  last_benchmark:
    type: synthetic_fixed
    ran_at: '2026-05-20T13:40:53.880623Z'
    result_path: benchmark/synthetic/9206fe30-9175-4c2f-b3d0-b5b64cbedca2.json
---