Research Article
Hot-Rolled Steel Strip Surface Inspection Based on Transfer Learning Model
Table 1
Experimental results of transfer learning model.
| Step | Validation acc | Test acc |
| 20 | 58.00% | 68.20% | 40 | 85.00% | 81.70% | 60 | 84.00% | 92.40% | 80 | 92.00% | 93.50% | 100 | 98.00% | 92.30% | 120 | 97.00% | 94.00% | 140 | 93.00% | 95.60% | 160 | 96.00% | 96.00% | 180 | 94.00% | 96.10% | 200 | 93.00% | 97.30% | 220 | 97.00% | 97.40% | 240 | 96.00% | 96.20% | 260 | 98.00% | 95.80% | 280 | 98.00% | 97.30% | 300 | 98.00% | 97.50% | 320 | 99.00% | 97.80% | 340 | 98.00% | 98.20% | 360 | 100.00 | 98.90% | 380 | 96.00 | 97.00% | 400 | 100.00% | 96.40% |
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