Laser & Optoelectronics Progress, Volume. 60, Issue 16, 1610005(2023)
Fine-Grained Fish Disease Image Recognition Algorithm Model
Fig. 1. Fine grained fish disease identification model CViT-FDRM
Fig. 2. embedding layer of CViT FDRM model
Fig. 3. Model classification visualization
Fig. 4. Transformer encoder layer of CViT-FDRM model
Fig. 5. Visualization of algorithms calculation process
Fig. 6. Schematic diagrams of fish epidemic disease
Fig. 7. Comparison before and after treatment. (a) Data before image processing; (b) data after image processing
Fig. 8. Training results of CViT-FDRM fine granular classification model
Fig. 9. Classification confusion matrix of CViT-FDRM model
Fig. 10. Classification results of BN and GN methods under different batches. (a) Classification results of BN; (b) classification results of GN
Fig. 11. P-R curves of different normalization methods
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Liming Wei, Kui Zhao, Ning Wang, Zhongyan Zhang, Haipeng Cui. Fine-Grained Fish Disease Image Recognition Algorithm Model[J]. Laser & Optoelectronics Progress, 2023, 60(16): 1610005
Category: Image Processing
Received: Sep. 26, 2022
Accepted: Nov. 23, 2022
Published Online: Aug. 15, 2023
The Author Email: Wei Liming (15865569879@163.com)