Research Article
A Set of Geometric Features for Neural Network-Based Textile Defect Classification
Table 1
Visual inspection versus automated inspection.
| Inspection type | Visual | Automated |
| Fabric types | 100% | 70% | Defect detection rate | 70% | 80%+ | Reproducibility | 50% | 90%+ | Objective defect judgement | 50% | 100% | Statistics ability | 0% | 95%+ | Inspection speed | 30 m/min | 120 m/min | Response type | 50% | 80% | Information content | 50% | 90%+ | Information exchange | 20% | 90%+ |
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