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Comparison of the proposed convolutional neural network (CNN) relative to two other common CNN architectures.
| Method | Parameters | Time (m) | IoU | Loss | Acc. |
|---|---|---|---|---|---|
| U-Net | ~16,482,000 | 200 | 0.78 | 0.18 | 0.98 |
| Attention U-Net | ~17,450,000 | 343 | 0.72 | 0.18 | 0.97 |
| Proposed method | ~8,114,000 | 176 | 0.84 | 0.16 | 0.98 |
