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 |