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Table 4 Results of the experiments related to cross-herbarium transfer learning

From: Going deeper in the automated identification of Herbarium specimens

Experiment

Initialization

Training

Testing

Top-1 accuracy

Top-5 accuracy

Cross-herbaria Transfer learning (France to Costa-Rica)

H1K.H255.H255

Herbarium1K

Herbarium255

Herbarium255

0.693

0.842

H1K I .H255.H255

ImageNet+Herbarium1K

Herbarium255

Herbarium255

0.745

0.872