Table 2 Performance comparison of the optimized backbone network. Bold indicates that the performance ranks first
Backbone | Precision (%) | Recall (%) | F-measure (%) | FPS | Model Scale (MB) |
|---|---|---|---|---|---|
ResNet ResNet-152 | 81.13 85.51 | 77.03 80.69 | 79.03 83.03 | 1.61 1.38 | 343.90 760.20 |
Optimized ResNet with MPM | 87.26 | 80.79 | 84.00 | 1.84 | 333.40 |