Ying ZHOU, Shibo XU, Haiyong CHEN, Kun LIU. Solar cell defect detection network combining multiscale feature and attention[J]. Optics and Precision Engineering, 2024, 32(14): 2286
- Optics and Precision Engineering
- Vol. 32, Issue 14, 2286 (2024)
Fig. 1. Architecture of CMFAnet
Fig. 2. Architecture diagram of MCA
Fig. 3. Architecture of MCD
Fig. 4. Architecture of LFAI-Module
Fig. 5. Architecture of HFAI-Module
Fig. 6. confusion matrix
Fig. 7. P-R curve
Fig. 8. F-Measure curve
Fig. 9. Comparison of detection results
Fig. 10. Comparison of heat maps
Fig. 11. Comparison of crack detection results
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Table 1. Dataset details
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Table 2. Ablation experiments of CMFAnet
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Table 3. Comparative experiments of different attention
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Table 4. Comparative experiments of different FPN
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Table 5. Comparative experiments of different detection networks
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