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. 2021 Mar 9;17:27. doi: 10.1186/s13007-021-00727-4

Table 6.

Performance improvement after fine tuning the stomata model to a specific dataset

Dataset Quality Train images New precision (%) New recall (%) New F-score (%)
Ferns: low Low 12 87.98 (+9.07) 81.13 (+29.89) 84.42 (+22.10)
Grass Low–Med 15 90.91 (+5.71) 82.68 (+27.02) 86.60 (+19.28)