Research Article
Lightweight Neural Networks-Based Safety Evaluation for Smart Construction Devices
Table 1
Data collection of smart construction sites.
| Data collection | Type network | System stay | Attempt rate/% | Number of neurons |
| Construction A | 0.186 | 0.674 | 39.401 | 76 | 0.322 | 0.380 | 46.608 | 10 |
| Construction B | 0.346 | 0.821 | 44.537 | 48 | 0.638 | 0.527 | 28.231 | 42 |
| Construction C | 0.559 | 0.257 | 10.822 | 62 | 0.295 | 0.202 | 22.793 | 9 |
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