Table 10 The error rates of all classes of two training methods
From: Automatic DNN architecture design using CPSOTJUTT for power system inspection
Obstacle | Error (%) (ResNet-50) | |
|---|---|---|
Local Solver (SGD) | CPSOTJUTT | |
Forklift | 9.4 | 7.5 |
Crane | 2.2 | 1.2 |
DXYW | 5.4 | 4.5 |
Tipper | 9.8 | 6.3 |
QTSGJX | 10.6 | 8.3 |
Wildfire | 13.1 | 6.1 |
CPT | 14.9 | 11.5 |
Tower Crane | 6.9 | 1.1 |
Excavator | 8.6 | Â |
Smog | 20.1 | 6.5 |