Yinhui ZHANG, Pengcheng ZHANG, Zifen HE, Sen WANG. Lightweight Real-time Detection Model of Infrared Pedestrian Embedded in Fine-scale[J]. Acta Photonica Sinica, 2022, 51(9): 0910001
- Acta Photonica Sinica
- Vol. 51, Issue 9, 0910001 (2022)
Fig. 1. Visualization of the feature map
Fig. 2. Structure of TIPRD network
Fig. 3. The distribution of
Fig. 4. Comparison of channel numbers before and after pruning
Fig. 5. Model compression framework
Fig. 6. Example of data
Fig. 7. Test results
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Table 1. The allocation strategy of anchor
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Table 2. Hardware configuration
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Table 3. Parameter configuration
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Table 4. Comparison of the effect of precision improvement strategies
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Table 5. Comparison of results of different fine-tuning strategies
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Table 6. Comparison of different algorithms
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Table 7. Comparison of detection speed of different models
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