Table 1 Classification accuracy at three different taxonomic levels using InS
From: Image-based classification of plant genus and family for trained and untrained plant species
Level | N classes | top-1 [%] | σ[%] | top-5 [%] | σ[%] |
|---|---|---|---|---|---|
Species | 1000 | 82.2 | 0.36 | 92.9 | 0.24 |
Genus | 516 | 85.9 | 0.33 | 94.7 | 0.21 |
Family | 124 | 88.4 | 0.3 | 96.5 | 0.17 |
Genus-H | 516 | 86.2 | 0.32 | 94.7 | 0.21 |
Family-H | 124 | 89.4 | 0.29 | 96.6 | 0.17 |