Table 7 Comparison of different resolutions on RFCP
From: Automatic rape flower cluster counting method based on low-cost labelling and UAV-RGB images
Methods | Resize | Acc | MAE | rMAE | rMSE | rrMSE | \(R^2\) |
|---|---|---|---|---|---|---|---|
DM-Count | 1.0 | 0.9464 | 30.53 | 5.53 | 45.16 | 7.04 | 0.9460 |
0.8 | 0.9417 | 27.17 | 5.21 | 32.20 | 7.25 | 0.9787 | |
0.5 | 0.8747 | 60.32 | 7.77 | 64.65 | 14.03 | 0.9074 | |
\(TasselNetV2+\) | 1.0 | 0.9502 | 22.77 | 4.77 | 32.91 | 5.66 | 0.9735 |
0.8 | 0.9558 | 22.99 | 4.80 | 31.55 | 5.69 | 0.9756 | |
0.5 | 0.3282 | 356.56 | 18.88 | 373.30 | 67.47 | − | |
RapeNet | 1.0 | 0.9544 | 25.87 | 5.09 | 33.21 | 5.39 | 0.9701 |
0.8 | 0.9543 | 25.87 | 5.09 | 33.21 | 5.39 | 0.9701 | |
0.5 | 0.9543 | 25.87 | 5.09 | 33.21 | 5.39 | 0.9701 | |
\(RapeNet+\) | 1.0 | 0.9573 | 22.96 | 4.79 | 27.41 | 4.82 | 0.9870 |
0.8 | 0.9573 | 22.96 | 4.79 | 27.41 | 4.82 | 0.9870 | |
0.5 | 0.9573 | 22.96 | 4.79 | 27.41 | 4.82 | 0.9870 |