Table 3 Comparison of detection results using different training methods
From: Early recognition of tomato gray leaf spot disease based on MobileNetv2-YOLOv3 model
Training methods | F1 score/Â % | Average precision/Â % | Average IoU/Â % |
|---|---|---|---|
Original method | 88.99 | 87.65 | 80.49 |
Transfer learning method | 91.53 | 89.38 | 82.57 |
Mixup + Transfer learning method | 92.72 | 90.29 | 83.13 |