Xiaoqing Wang, Xiangjun Wang. Real-Time Target Detection Method Applied to Embedded Graphic Processing Unit[J]. Acta Optica Sinica, 2019, 39(3): 0315005
- Acta Optica Sinica
- Vol. 39, Issue 3, 0315005 (2019)
Fig. 1. Structural diagram of network
Fig. 2. Sample images from datasets. (a) KITTI; (b) DIM
Fig. 3. Comparison of partial detection results in third group of experiments. (a)-(e) Results by YOLO-V3; (f)-(j) results by proposed network structure
Fig. 4. Detection results on embedded platform. (a) YOLO-V3; (b) YOLO-tiny; (c) proposed network structure; (d) MobileNet-V1-SSD; (e) MobileNet-V2-SSD
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Table 1. Results of first group of experiments
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Table 2. Results of second group of experiments
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Table 3. Results of third group of experiments
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Table 4. Speed comparison of target detection
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