Table 5 Experimental results of image enhancement on the ExDark dataset.

From: Complex dark environment-oriented object detection method based on YOLO-AS

Method

Params(M)

FLOPs (G)

MUSIQ

PIQE

Zero-DCE

0.1

46.2

62.8

38.5

EnlightenGAN

50

215

68.3

34.2

Retinexforme45

4.5

120

72.1

29.8

KinD

8.2

95

70.5

31.4

Zero-DCES

0.2

0.8

72.2

30.3