5 Degradation Blind All In One Image

"5-Degradation Blind All-in-One Image Restoration" aims to remove five common degradations—rain, haze, noise, blur, and low lighting—from input images without prior knowledge of the type or extent of degradation. This task is trained using a combination of datasets including Rain200L, RESIDE, WED, BSD400, GoPro, and LoLv1, and evaluated using Rain100L, SOTS (outdoor), BSD68, GoPro, and LoLv1, with the overall performance measured by the average PSNR value. This task holds significant application value for enhancing the robustness and adaptability of computer vision systems.