a2n's Introduction

A2N

Blog

zhihu

architecture

paper：https://arxiv.org/abs/2104.09497

implementation

train.py for train，you can run the file alone
main.py for test，you can run the file alone
change the path when you try to load data
you need to change some parameters in AAN.py and DataSet.py for different scale

train

validation set: select 5 images from div2k 100 validation set, then clipping them to 25 images

result

	Set5(PSNR/SSIM)	Set14(PSNR/SSIM)
2x	38.088/0.9610	33.837/0.9197
4x	32.269/0.8959	28.750/0.7868

display

2x

4x

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