Research Article
Multitarget Real-Time Tracking Algorithm for UAV IoT
Table 2
A comparison of model training time and detection performance.
| | Algorithm model | YOLOv3 | YOLOv3-SPP | CenterNet-DLA34 |
| | Training time | 12.5 h | 9 h | 8.5 h | | mAP () | 0.988 | 0.993 | 0.958 | | Precision | 0.971 | 0.982 | 0.961 | | Recall | 0.962 | 0.973 | 0.942 | | Detection speed | 69.5 FPS | 69 FPS | 23 FPS |
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