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Neural network metrics comparison.
| Neural Network | Complexity (Number of Parameters) |
FLOPs (Floating-Point Operations) | Latency (s) | Time of Convergence (s) |
|---|---|---|---|---|
| MobileNet | 13 million | 16.89 million | 0.01689 | 422,074 |
| VGG16 | 138 million | 16.81 million | 0.01681 | 364,129 |
| ResNet50 | >23 million | 49.90 million | 0.04990 | 151.33 |
