| | Configuration | Model 1 | Model 2 | Model 3 |
| | ConvLSTM2D | Filters = 32, kernel size = (3, 3) | Filters = 32, kernel size = (3, 3) | Filters = 32, kernel size = (3, 3) | | Batch normalization | | | | | ConvLSTM2D | Filters = 32, kernel size = (3, 3) | Filters = 32, kernel size = (3, 3) | — | | Batch normalization | | | | | ConvLSTM2D | Filters = 32, kernel size = (3, 3) | — | — | | Batch normalization | | | | | Conv2D | Filters = 32, kernel size = (3, 3) | Filters = 32, kernel size = (3, 3) | Filters = 32, kernel size = (3, 3) | | MaxPooling2D | Pool size = (4, 4) | Pool size = (4, 4) | Pool size = (4, 4) | | Flatten | — | — | — | | Dense | 512 | 512 | 512 | | Dropout | 0.5 | 0.5 | 0.5 | | Dense | 512 | 512 | 512 | | Dense | 128 | 128 | 128 | | Dense | 3 | 3 | 3 |
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