EfficientNet.PyTorch
This repository contains a concise, modular, human-friendly PyTorch implementation of EfficientNet with Pre-trained Weights.
Dependencies
Result Details(Val.)
| Name | # Params | # FLOPS | Top-1 Acc. | Pretrained |
|---|---|---|---|---|
efficientnet-b0 |
5.3M | 0.39B | 74.2 | GoogleDrive |
efficientnet-b1 |
7.8M | 0.70B | 78.0 | GoogleDrive |
efficientnet-b2 |
9.2M | 1.0B | 81.8 | GoogleDrive |
efficientnet-b3 |
12M | 1.8B | 82.7 | GoogleDrive |
efficientnet-b4 |
19M | 4.2B | 84.6 | GoogleDrive |
efficientnet-b5 |
30M | 9.9B | 86.1 | GoogleDrive |
efficientnet-b6 |
43M | 19B | 86.0 | GoogleDrive |
efficientnet-b7 |
66M | 37B | 86.7 | GoogleDrive |