Table 10 The overall performance of different Pre-trained CNN models with ABC + SVC feature Selector.
From: An AI-powered smart Agribot for detecting locusts in farmlands using IoT and deep learning
CNN model | No. best selected features | Subset accuracy | A | P | R | F1 |
|---|---|---|---|---|---|---|
VGG19 | 2077 | 99.00 | 99.00 | 99.01 | 99.01 | 99.00 |
ResNet50 | 1014 | 98.99 | 98.99 | 99.00 | 99.01 | 98.99 |
Inception V3 | 1014 | 98.00 | 98.00 | 97.75 | 97.75 | 97.50 |
