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.
Model complexity and efficiency metrics.
| Model | Parameters (M) | FLOPS (GMacs) | Inference (ms/frame) | Lightweight |
|---|---|---|---|---|
| VGG16 | 138 | 15.5 | 25 | No |
| InceptionV3 | 24 | 5.7 | 18 | Yes |
| Xception | 22 | 8.4 | 22 | Yes |
| Faster R-CNN | 52 | 28.3 | 40 | No |
| Att-MobileNetV2 | 3.4 | 0.32 | 12 | Yes |
| MobileNetV2-TL | 2.2 | 0.21 | 10 | Yes |
