Research Article
Classification of Woven Fabric Faulty Images Using Convolution Neural Network
Table 2
Comparison performance index of the proposed technique with another classifier.
| | Classifier | Hole (%) | Spot (%) | Thread defect (%) | Dark thread (%) | Fload (%) | Switch off (%) | Average (%) |
| | SVM | 92.3 | 92.8 | 93.2 | 91.06 | 93.06 | 93.05 | 92.5 | | BPNN | 90.08 | 88.05 | 93.05 | 91.06 | 87.08 | 86.9 | 89.4 | | Proposed deep CNN | 93.36 | 93.02 | 94.35 | 93.69 | 96.35 | 96.01 | 94.46 |
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