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.
Modified architecture of the main network.
| Layer type | Output shape |
|---|---|
| Input—retinal fundus | (600, 600, 3) |
| Pretrained network (InceptionV3, MobileNetV2 or EfficientNetB3) | (1000) |
| Fully connected |
(500) without metadata subnet (750) with metadata subnet |
| Batch normalization | |
| ReLU | |
| Dropout (p = 0.2) | |
| Output—fully connected | (1) |
