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Overview of all layers and model parameters of the proposed CNN architecture for sensor and video data synchronization. The output shape is given for one batch.
| Layer Type | Hyperparameter | Output Shape | # of Parameters |
|---|---|---|---|
| 1D Convolution | filters: 50, kernelsize: 6 | (39,550) | 950 |
| Max-pooling | poolsize: 3, strides: 3 | (13,150) | 0 |
| Fully-connected | (6550) | 0 | |
| Dense | (60) | 393,060 | |
| Dropout | dropout: 0.2 | (60) | 0 |
| Dense | (2) | 122 |
