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Evaluation metrics of different trained models using RGB and HLS dataset.
| Input data | Test plants | ||
|---|---|---|---|
| a | b | Mean | |
| Average precision (AP) of plants | mAP | ||
|
0.604 | 0.923 | 0.825 |
|
1.0 | 0.846 | 0.882 |
| F1 score of plants | F1 | ||
|
0.576 | 0.65 | 0.631 |
|
0.682 | 0.643 | 0.644 |
| MCC of plants | MCC | ||
|
0.769 | 0.896 | 0.832 |
|
0.869 | 0.862 | 0.844 |
