Yang ZHANG, Jun YUE, Shi-xiang JIA, Zhen-bo LI, Guo-rui SHENG. Recognition of Shellfish Based on Visible Spectrum and Convolutional Neural Network[J]. Spectroscopy and Spectral Analysis, 2022, 42(10): 3298
- Spectroscopy and Spectral Analysis
- Vol. 42, Issue 10, 3298 (2022)
Fig. 1. Feature selection
Fig. 2. The establishment process of the shellfish image dataset
Fig. 3. Images of part of the shellfish dataset
Fig. 4. Some images of shellfish with high similarity
Fig. 5. Bar chart of sample distribution
Fig. 6. Training results of Resnest neural network model
Fig. 7. Comparison of training results of four network models
Fig. 8. Comparison of training results of three network models
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Table 1. Comparison of test results of four network models
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Table 2. Comparison of test results of four network models
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