From: PFLO: a high-throughput pose estimation model for field maize based on YOLO architecture
Group | Mosaic | HSV | Precision (%) | Recall (%) | mAP50 (%) | mAP50 - 95 (%) | ||||
---|---|---|---|---|---|---|---|---|---|---|
Box | Pose | Box | Pose | Box | Pose | Box | Pose | |||
A (No augmentation) | Â | Â | 86.1 | 73.9 | 82.9 | 67.9 | 88.9 | 68.6 | 42.6 | 38.4 |
B | √ |  | 85.9 | 74.3 | 83.0 | 68.1 | 89.2*** | 69.7*** | 43.2** | 38.7*** |
C |  | √ | 86.0 | 74.9 | 85.8 | 70.1 | 91.5*** | 71.2* | 65.2 | 40.6* |
D | √ | √ | 86.8 | 75.2 | 86.2 | 70.2 | 91.6*** | 72.2*** | 66.0* | 42.7* |