kkshaolin/yolo_box

📦 Seafood Inventory AI Models (Hybrid Cache-Aside Registry)

Central model repository for I_LoveSeafood AI Engineering Ecosystem.

Models:

1. YOLO Box Detection (yolo/yolo11n.pt): Real-time seafood box detection from surveillance camera feeds.
2. ARIMA Demand Forecasting (arima/arima_Frozen_Seafood.pkl): Optimal stock inventory prediction.

• Model Order: ARIMA(2,0,2)
• MAE: 4.31 boxes
• RMSE: 4.86 boxes
• MAPE: 6.25%