Research Article
Agricultural Machinery Virtual Assembly System Using Dynamic Gesture Recognitive Interaction Based on a CNN and LSTM Network
Table 5
CNN-LSTM network structure parameters.
| CNN-LSTM configuration |
| 6 weight layers | Input (1000 5 20 9 TimeSeries) | Conv1D-128 (7) | Conv1D-128 (7) | MaxPool1D (2) | Flatten | LSTM (100) | FC-100 | Softmax (10) |
| Parameter | Value | Maximum epochs | 100 | Batch_size | 32 | Optimiser | Adam | Metrics | Acc & loss | Min–max normalisation | Yes | The number of parameters | 380K | Method | Epochs = 5, mean/std |
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