Table 6 Performance improvement using BRN, focal loss, and NMS Score.
From: Smart retail SKUs checkout using improved residual network
Model | mAP (SKU110k) | mAP (RPC) |
|---|---|---|
Baseline | 45.5 | 72.3 |
Baseline + BRN | 48.3 | 73.4 |
Baseline + BRN +AFL | 49.7 | 73.8 |
Baseline + BRN +AFL + NMS Score | 52.8 | 73.7 |
