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Summary of the basic LiteNet model for this work.
| Layer | Kernel Size | Stride | No. of Filters | |
|---|---|---|---|---|
| Standard Conv. | 1 × 5 | 1 | 5 | |
| Max-Pooling | 1 × 2 | 2 | 5 | |
| Lite Module | Squeeze Conv. | 1 × 1 | 1 | 3 |
| Standard Conv. | 1 × 1 | 1 | 6 | |
| 1 × 2 | 1 | 6 | ||
| 1 × 3 | 1 | 6 | ||
| Depthwise Conv. | 1 × 2 | 1 | 6 | |
| 1 × 3 | 1 | 6 | ||
| Pointwise Conv. | 1 × 1 | 1 | 6 | |
| 1 × 1 | 1 | 6 | ||
| Max-Pooling | 1 × 2 | 2 | 18 | |
| Dense | 30 | |||
| Dense | 20 | |||
