description
Primary (PGIE) warehouse object detector — YOLOv8m trained on industrial warehouse footage. Emits 4 classes: person, forklift, product, pallet. This is the model behind the logical roles "warehouse_detector" and "person_detector" that the warehouse rules (MHE10, HM07, PPE01, PAR02) declare in requires.models: it provides the person boxes for loitering/PPE/phone rules and the forklift/product boxes for MHE geometry rules. Runs full-frame at 640x640; downstream SGIEs (par, PPE classifier) run on its person crops.
use cases
- warehouse / factory-floor safety monitoring (people + material handling equipment)
- person detection feeding tracking-based rules (loitering, PPE, phone usage)
- forklift & load geometry rules (moving-with-raised-load, speed/zone violations)
- inventory-adjacent scenes where pallets/packages must be localized
classes
personforkliftproductpallet