Research Article

A Decision Support System for Power Components Based on Improved YOLOv4-Tiny

Table 6

The AvgFPS in different devices.

MethodJetson TX2Jetson Xavier NX

YOLOv4-tiny33.845.2
Proposed method38.952.1

Bold indicates that the speed of the model we proposed is increased by about 15% than YOLOv4-tiny in the computing device of Jetson TX2 or Jetson Xavier NX.