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The comparison of the recognition precision rate, training time, and recognition time of the two models.
| Network Model | Recognition Precision Rate of Different Wear Types (%) | Training Time (h) | Recognition Time (s) | |||
|---|---|---|---|---|---|---|
| Adhesive Wear | Tool Breakage | Rake Face Wear | Flank Wear | |||
| VGGNet-16 | 97.85 | 97.10 | 96.56 | 95.81 | 32.6 | 174 |
| ToolWearnet | 97.27 | 96.35 | 95.78 | 95.41 | 1.8 | 11 |
