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Module · chicken
Chicken line counter
Birds vs empty shackles — every second.
Slaughter-line counting with independent class trackers — birds, empty shackles, and single-legged hangs each counted once as they cross a vertical ROI. Class-agnostic NMS prevents duplicate boxes on the same physical object.
What you get
3-class detection
Empty shackles, slaughtered chicken, single-legged hangs — each with its own centroid tracker and counter.
TensorRT acceleration
Auto-builds a host-specific TensorRT engine on first boot. 2-4× faster than .pt, cached across restarts.
Multi-camera
10 concurrent string-id streams. Idempotent register so a network blip doesn't kill counts.
Audit-ready exports
Per-class hourly totals, CSV exports, API access. Counts you can hand to compliance.
Best for
- Processing-plant kill lines
- Shackle hang-rate audits
- Yield reconciliation
Detection classes
empty_shacklesslaughtered_chickensingle_legged