Research Article
Towards Pedestrian Target Detection with Optimized Mask R-CNN
Table 3
Algorithm optimization and comparison experiment results.
| | Network model | AP (%) | FPS |
| | Mask R-CNN | 74.63 | 4.99 | | Mask R-CNN optimized only for the dataset | 80.78 | 4.99 | | Mask R-CNN optimized only for RPN | 78.54 | 5.36 | | Mask R-CNN optimized only for ResNet | 83.37 | 4.87 | | Mask R-CNN optimized for all three | 85.09 | 5.27 |
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