Binbin Zhang, Zilai·mahemuti Pa. Improved Flame Target Detection Algorithm Based on YOLOv3[J]. Laser & Optoelectronics Progress, 2021, 58(24): 2411003
- Laser & Optoelectronics Progress
- Vol. 58, Issue 24, 2411003 (2021)
Fig. 1. Structure of the residual module
Fig. 2. Structure of the YOLOv3 algorithm
Fig. 3. Schematic diagram of anchor prediction of YOLOv3 algorithm
Fig. 4. Structure of the large-scale GCM
Fig. 5. Structure of the CSA module
Fig. 6. Network structure of our algorithm
Fig. 7. Performance comparison between our algorithm and the YOLOv3 algorithm. (a) mAP; (b) F1 score; (c) Loss
Fig. 8. Detection results of different algorithms. (a) Original YOLOv3 algorithm; (b) our algorithm
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Table 1. Detection results of different algorithms
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Table 2. Ablation experiment results
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