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.
Architecture of proposed CNN
| Layer | Type | Filter size | No .of filters | stride |
|---|---|---|---|---|
| Input | 224x224x3 | |||
| Conv_1 | CL + BN + ReLu | 3 × 3 | 64 | 1 × 1 |
| MPL_1 | 2 × 2 | 2 × 2 | ||
| Conv_2 | CL + BN + ReLu | 3 × 3 | 64 | 1 × 1 |
| MPL_2 | 2 × 2 | 2 × 2 | ||
| Conv_3 | CL + BN + ReLu | 3 × 3 | 32 | 1 × 1 |
| MPL_3 | 2 × 2 | 2 × 2 | ||
| Conv_4 | CL + BN + ReLu | 3 × 3 | 16 | 1 × 1 |
| MPL_5 | 2 × 2 | 2 × 2 | ||
| Conv_5 | CL + BN + ReLu | 3 × 3 | 8 | 1 × 1 |
| Fully connected | Output size =3 | |||
| Output | Classification layer | Soft-max |
BN Batch Normalization Layer
