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Security and Communication Networks
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2022
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Article
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Tab 4
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Research Article
[Retracted] X-Ray Small Target Security Inspection Based on TB-YOLOv5
Table 4
Inference comparison of YOLOv5 and TB-YOLOv5. With the increase in depth and width, the detection speed of both YOLOv5 and TB-YOLOv5 becomes much slower.
Scales
Inference (ms) (800 images)
Inference (
)
(per image)
YOLOv5
TB-YOLOv5
Difference (%)
YOLOv5
TB-YOLOv5
Difference (%)
s
40.3
54.6
35.5
50.38
68.25
35.5
m
44.8
70.5
57.4
56.00
88.13
57.4
l
46.2
71.3
54.3
57.75
89.13
54.3
x
51.4
83.4
62.3
64.25
104.25
62.3