GitHub - ychfan/nsr: Neural Sparse Representation for Image Restoration
EDSR+NSR x2
4,877,812
34.87
38.11
32.22
32.58
38.95
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EDSR+NSR x3
4,887,637
31.10
34.50
29.14
28.45
33.76
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EDSR+NSR x4
4,901,392
29.10
32.26
27.61
26.18
30.62
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details
python trainer.py --eval_only --dataset div2k --eval_datasets div2k set5 bsds100 urban100 manga109 --scale 2 --model wdsr_nsr --num_blocks 16 --num_residual_units 64 --width_multiplier 1 --num_sparsity_groups 4 --job_dir X --ckpt ./logs/edsr_s_nsr_x2/epoch_30.pthdetails
python trainer.py --dataset div2k --eval_datasets div2k set5 bsds100 urban100 manga109 --scale 2 --model wdsr_nsr --num_blocks 16 --num_residual_units 64 --width_multiplier 1 --num_sparsity_groups 4 --job_dir ./logs/edsr_s_nsr_x2details
python trainer.py --eval_only --dataset div2k --eval_datasets div2k set5 bsds100 urban100 manga109 --scale 3 --model wdsr_nsr --num_blocks 16 --num_residual_units 64 --width_multiplier 1 --num_sparsity_groups 4 --job_dir X --ckpt ./logs/edsr_s_nsr_x3/epoch_30.pthdetails
python trainer.py --dataset div2k --eval_datasets div2k set5 bsds100 urban100 manga109 --scale 3 --model wdsr_nsr --num_blocks 16 --num_residual_units 64 --width_multiplier 1 --num_sparsity_groups 4 --job_dir ./logs/edsr_s_nsr_x3details
python trainer.py --eval_only --dataset div2k --eval_datasets div2k set5 bsds100 urban100 manga109 --scale 4 --model wdsr_nsr --num_blocks 16 --num_residual_units 64 --width_multiplier 1 --num_sparsity_groups 4 --job_dir X --ckpt ./logs/edsr_s_nsr_x4/epoch_30.pthdetails
python trainer.py --dataset div2k --eval_datasets div2k set5 bsds100 urban100 manga109 --scale 4 --model wdsr_nsr --num_blocks 16 --num_residual_units 64 --width_multiplier 1 --num_sparsity_groups 4 --job_dir ./logs/edsr_s_nsr_x4