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MobileNet resolution and MobileNet comparison to popular models.
| Model | ImageNet accuracy % | Million mult-adds | Million parameters |
|---|---|---|---|
| 1.0 MobileNet-224 | 70.6 | 569 | 4.2 |
| 1.0 MobileNet-192 | 69.1 | 418 | 4.2 |
| 1.0 MobileNet-160 | 67.2 | 290 | 4.2 |
| 1.0 MobileNet-128 | 64.4 | 186 | 4.2 |
| GoogleNet | 69.8 | 1,550 | 6.8 |
| VGG 16 | 71.5 | 15,300 | 138 |
