Chunjia HOU, Boxia HE, Jinsong HU, Jie YU, Xuyang CHEN. Surface Defect Detection of Microminiature Aerospace Seals[J]. Acta Photonica Sinica, 2024, 53(3): 0312001
- Acta Photonica Sinica
- Vol. 53, Issue 3, 0312001 (2024)
Fig. 1. The structure of MMB module
Fig. 2. The structure of iRMB module
Fig. 3. The network structure of EMO
Fig. 4. The structure of Efficient-FPN Model network and its submodule
Fig. 5. The network structure of Next-ViT
Fig. 6. The network structure of Transformer-FPN Model
Fig. 7. Type and number of defects in the O-ring datasets
Fig. 8. The images of O-ring
Fig. 9. Training results of five detection models
Fig. 10. Test results of some images in the test datasets for different models
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Table 1. Experimental results of five models on O-ring datasets
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Table 2. Detection results of the five models on the embedded industrial computer
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