Research Article

[Retracted] X-Ray Small Target Security Inspection Based on TB-YOLOv5

Table 1

Four network structures of YOLOv5. The parameters depth multiple and width multiple control the number of BottleneckCSP and the number of convolution kernels of the architectural models, respectively.

 YOLOv5-sYOLOv5-mYOLOv5-lYOLOv5-x

Depth multiple0.330.671.01.33
Width multiple0.500.751.01.25
BottleneckCSP BCSPn (true)1, 3, 32, 6, 63, 9, 94, 12, 12
BottleneckCSP BCSPn (false)1234
Number of convolution kernels32, 64, 128, 256, 51248, 96, 192, 384, 76864, 128, 256, 512, 102480, 160, 320, 640, 1280