Table 2 Comparison of ablation experimental results.
From: Classification and identification of tea diseases based on improved YOLOv7 model of MobileNeXt
Algorithm | MobileNeXt | Biformer | SIoU | P | R | mAP | Total param/M | Model volume /MB |
|---|---|---|---|---|---|---|---|---|
1 | 0.89 | 0.88 | 0.895 | 37.21 | 74.8 | |||
2 | √ | 0.91 | 0.879 | 0.906 | 22.21 | 59.6 | ||
3 | √ | √ | 0.922 | 0.903 | 0.917 | 24.33 | 60.3 | |
4 | √ | √ | √ | 0.935 | 0.899 | 0.921 | 24.33 | 50.11 |
