Table3 Performance Comparison of YOLO v5s, YOLO v5n, and YOLO v5ns-D Models.

From: Research on temperature detection method of liquor distilling pot feeding operation based on a compressed algorithm

Model

mAP(0.5) /%

FPS/fps

Model size/MB

Number of parameters /M

FLOPs/G

YOLO v5s

84.8

63.285

13.6

7.030

0.958

YOLO v5n

81.1

81.665

3.56

1.769

0.254

YOLO v5ns-D

84

81.927

3.56

1.769

0.254

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