Qiong Zhao, Baoqing Li, Tangwei Li. Target Detection Algorithm Based on Improved YOLO v3[J]. Laser & Optoelectronics Progress, 2020, 57(12): 121502
- Laser & Optoelectronics Progress
- Vol. 57, Issue 12, 121502 (2020)
Fig. 1. Residual layer structure
Fig. 2. Darknet53 structural parameters
Fig. 3. Improved network structure
Fig. 4. Network structure parameters of increase module
Fig. 5. Loss function training curve
Fig. 6. Model diagram of different schemes. (a) 1st kind; (b) 2nd kind
Fig. 7. Experimental renderings on test dataset
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Table 1. Test results of various algorithms on VOC2007 dataset
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Table 2. Impact of data enhancement on model accuracy
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Table 3. Influence of different models on model training time
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