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MIRnet

Source https://github.com/swz30/MIRNet

Paper https://arxiv.org/abs/2003.06792

Train

python  train.py --noise_dir ../image/Noisy/ --gt_dir ../image/Clean/ --image_size 128 --batch_size 1 --save_every 1000 --loss_every 100 -nw 1 -c  -ckpt mir_kpn --model_type KPN

Test

python test_custom_mat.py  -n /mnt/vinai/SIDD/ValidationNoisyBlocksSrgb.mat  -g /mnt/vinai/SIDD/ValidationGtBlocksSrgb.mat  -c -ckpt mir_kpn -m KPN

Requirement

mpmath torch_dct

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Pytorch implement "Learning Enriched Features for Real Image Restoration and Enhancement"

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