Transformers
DRLN
super-image
image-super-resolution
Inference Endpoints
Eugene Siow commited on
Commit
5fb41ab
1 Parent(s): 118b5fe

Add x2 and x3 scale models.

Browse files
Files changed (3) hide show
  1. README.md +8 -8
  2. pytorch_model_2x.pt +3 -0
  3. pytorch_model_3x.pt +3 -0
README.md CHANGED
@@ -108,17 +108,17 @@ The results columns below are represented below as `PSNR/SSIM`. They are compare
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  |Dataset |Scale |Bicubic |drln |
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  |--- |--- |--- |--- |
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- |Set5 |2x |33.64/0.9292 |**** |
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- |Set5 |3x |30.39/0.8678 |**** |
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  |Set5 |4x |28.42/0.8101 |**32.55/0.899** |
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- |Set14 |2x |30.22/0.8683 |**** |
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- |Set14 |3x |27.53/0.7737 |**** |
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  |Set14 |4x |25.99/0.7023 |**28.96/0.7901** |
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- |BSD100 |2x |29.55/0.8425 |**** |
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- |BSD100 |3x |27.20/0.7382 |**** |
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  |BSD100 |4x |25.96/0.6672 |**28.65/0.7692** |
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- |Urban100 |2x |26.66/0.8408 |**** |
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- |Urban100 |3x | |**** |
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  |Urban100 |4x |23.14/0.6573 |**26.56/0.7998** |
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  ![Comparing Bicubic upscaling against the models x4 upscaling on Set5 Image 2](images/drln_2_4_compare.png "Comparing Bicubic upscaling against the models x4 upscaling on Set5 Image 2")
 
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  |Dataset |Scale |Bicubic |drln |
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  |--- |--- |--- |--- |
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+ |Set5 |2x |33.64/0.9292 |**38.22/0.9614** |
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+ |Set5 |3x |30.39/0.8678 |**35.31/0.9423** |
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  |Set5 |4x |28.42/0.8101 |**32.55/0.899** |
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+ |Set14 |2x |30.22/0.8683 |**34.01/0.9211** |
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+ |Set14 |3x |27.53/0.7737 |**31.21/0.8619** |
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  |Set14 |4x |25.99/0.7023 |**28.96/0.7901** |
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+ |BSD100 |2x |29.55/0.8425 |**33.93/0.9269** |
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+ |BSD100 |3x |27.20/0.7382 |**29.77/0.8223** |
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  |BSD100 |4x |25.96/0.6672 |**28.65/0.7692** |
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+ |Urban100 |2x |26.66/0.8408 |**32.82/0.934** |
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+ |Urban100 |3x | |**29.79/0.8825** |
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  |Urban100 |4x |23.14/0.6573 |**26.56/0.7998** |
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  ![Comparing Bicubic upscaling against the models x4 upscaling on Set5 Image 2](images/drln_2_4_compare.png "Comparing Bicubic upscaling against the models x4 upscaling on Set5 Image 2")
pytorch_model_2x.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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pytorch_model_3x.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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