Liuya Gao, Dong Sun, Yixiang Lu. Face Detection Algorithm Based on a Lightweight Attention Mechanism Network[J]. Laser & Optoelectronics Progress, 2021, 58(2): 0210010
- Laser & Optoelectronics Progress
- Vol. 58, Issue 2, 0210010 (2021)
Fig. 1. SE-Block structure diagram
Fig. 2. Visual structure of YOLOv3 network
Fig. 3. Improved lightweight multi-scale network
Fig. 4. Relationship between average IOU and anchor box
Fig. 5. Loss curves of different models
Fig. 6. Detection results between YOLOv3 and improved network
Fig. 7. Quantitative detection results with improved network for different images
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Table 1. Comparison of detection indicators of different algorithms
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