A New Efficient Classifier for Bird Classification Based on Transfer Learning

Table 5

Comparison of our model with the models from [16] for the BIRDS 525 SPECIES dataset—precision, recall, and F1 score.

Models	Precision	Recall	F1 score
Inception V3	0.94	0.93	0.93
VGG19	0.96	0.95	0.95
EfficientNetB3	0.98	0.98	0.98
Our work	0.99	0.99	0.99