Table 1 Composition of the training, validation and testing datasets for both wing and body images
From: Robust mosquito species identification from diverse body and wing images using deep learning
Depiction | Datasplit | Device | Aedes aegypti | Aedes albopictus | Aedes japonicus | Aedes koreicus | Total |
|---|---|---|---|---|---|---|---|
Body | Testing | Phone | 30 | 30 | 30 | 30 | 120 |
Macro-lens | 30 | 30 | 30 | 30 | 120 | ||
Microscope | 30 | 30 | 30 | 30 | 120 | ||
Training | Phone | 139 | 139 | 140 | 138 | 556 | |
Macro-lens | 139 | 139 | 140 | 138 | 556 | ||
Microscope | 139 | 139 | 140 | 138 | 556 | ||
Validation | Phone | 30 | 30 | 30 | 30 | 120 | |
Macro-lens | 30 | 30 | 30 | 30 | 120 | ||
Microscope | 30 | 30 | 30 | 30 | 120 | ||
Total | 597 | 597 | 600 | 594 | 2388 | ||
Wing | Testing | Macro-lens | 30 | 30 | 30 | 30 | 120 |
Microscope | 30 | 30 | 30 | 30 | 120 | ||
Training | Macro-lens | 139 | 139 | 140 | 138 | 556 | |
Microscope | 139 | 139 | 140 | 139 | 557 | ||
Validation | Macro-lens | 30 | 30 | 30 | 29 | 119 | |
Microscope | 30 | 30 | 30 | 30 | 120 | ||
Total | 398 | 398 | 400 | 396 | 1592 | ||