Table 3 Results of the experiments related to herbarium specimens classification
From: Going deeper in the automated identification of Herbarium specimens
Experiment | Initialization | Training | Testing | Top-1 accuracy | Top-5 accuracy |
|---|---|---|---|---|---|
Costa-Rica Flora | |||||
R.H255.H255 | Random | Herbarium255 | Herbarium255 | 0.585 | 0.771 |
I.H255.H255 | ImageNet | Herbarium255 | Herbarium255 | 0.703 | 0.852 |
France Flora | |||||
R.H1K.H1K | Random | Herbarium1K | Herbarium1K | 0.726 | 0.871 |
I.H1K.H1K | ImageNet | Herbarium1K | Herbarium1K | 0.796 | 0.903 |