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The inference time of the convolutional neural networks evaluated in the study.
| Deep learning architecture | Image type | Resolution | Batch size | FPS |
|---|---|---|---|---|
| DenseNet | Sub-image | 240 × 216 | 1 | 103.75 |
| 40 | 61.79 | |||
| EfficientNet-v2 | Sub-image | 240 × 216 | 1 | 77.94 |
| 40 | 38.77 | |||
| ResNet | Sub-image | 240 × 216 | 1 | 276.08 |
| 40 | 93.38 |
FPS, frames per second.
