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Advances in Polymer Technology
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Advances in Polymer Technology
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2024
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Article
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Tab 5
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Research Article
Detection of Microdefects in Fabric with Multifarious Patterns and Colors Using Deep Convolutional Neural Network
Table 5
Performance of the proposed model compared with AlexNet.
Model
ACC (%)
FPR (%)
Recall (%)
Runtime (ms)
AlexNet
80.9
6.6
87.5
120
YoLoV8
95.3
0.3
99.7
580
Proposed DCNN model
92.7
0.6
99.7
135