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Fig. 7 | Frontiers in Zoology

Fig. 7

From: Fine-grained image classification on bats using VGG16-CBAM: a practical example with 7 horseshoe bats taxa (CHIROPTERA: Rhinolophidae: Rhinolophus) from Southern China

Fig. 7

Grad-CAM visualization results. The ground-truth label is shown on the top of each input image, and P denotes the Softmax score of each network for the ground-truth class. Note that VGG16-CBAM model locate and identify the discriminative objects and parts of bats, including ear and noseleaf structures. P values of all models in different species are more than 0.9, except for some species in AlexNet, MobileNetV2 and ViT-B/16

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Frontiers in Zoology

ISSN: 1742-9994