cnn models used for image classification
| Model Name | Top-1 Acc | Top-5 Acc | GTX-3080 time(ms) bs=1 |
Flops(G) | Params(M) | Model Size(M) | Download Url | Extract Code |
|---|---|---|---|---|---|---|---|---|
| ResNet-50 | 0.75081 | None | 7.32 | 8.23 | 25.54 | 90 | Download_Url | 1epj |
| vgg-16 | 0.72675 | None | 7.89 | 31.23 | 138.37 | 528 | Download_Url | k23p |
| mobilenetv2 | 0.71834 | None | 5.45 | 0.6344 | 3.5 | 14 | Download_Url | 4efe |
| densenet-121 | 0.73811 | None | 21.89 | 5.69 | 7.98 | 32 | Download_Url | xk8s |