Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
The classification testing accuracy (%) and execution training time for the three CNNs for both binary and multi-class classification.
| CNN Structure | Binary Classification Level | Multi-Class Classification Level | ||
|---|---|---|---|---|
| Accuracy (%) | Execution Time | Accuracy (%) | Execution Time | |
| ResNet-50 | 100 | 2 min 5 s | 93.62 | 4 min 9 s |
| MobileNet | 90 | 2 min 13 s | 91.49 | 2 min 5 s |
| DenseNet-201 | 100 | 9 min | 89.36 | 14 min 10 s |
