Research Article
Agricultural Machinery Virtual Assembly System Using Dynamic Gesture Recognitive Interaction Based on a CNN and LSTM Network
Table 4
Time series K/F-Acc table.
| | Kernel | Filter | | 8 | 16 | 32 | 64 | 128 | 256 |
| | 2 | 94.4 (±3.200) | 97.6 (±0.490) | 98.4 (±1.020) | 98.6 (±1.020) | 97.6 (±1.744) | 98.6 (±0.800) | | 3 | 96.4 (±1.356) | 98.0 (±1.265) | 98.0 (±1.095) | 98.6 (±1.020) | 98.6 (±1.497) | 98.2 (±0.980) | | 5 | 96.8 (±2.040) | 95.8 (±3.059) | 98.0 (±1.673) | 98.8 (±1.166) | 99.0 (±0.894) | 98.4 (±0.800) | | 7 | 95.4 (±2.417) | 97.4 (±1.625) | 97.4 (±0.490) | 98.4 (±0.800) | 99.8 (±0.400) | 100.0 (±0.000) | | 10 | 76.6 (±8.913) | 95.8 (±3.709) | 98.4 (±1.200) | 98.4 (±1.497) | 97.4 (±2.417) | 98.4 (±1.200) |
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