Implement SwinIR v2 #2092
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Implement SwinIR v2 #2092
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Its nice that it kept the DOF , at least in this example |
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That is interesting and clearly better. However I just want to point at the fact that there is still a lot of artefacts. Better, yes, definitely, but not so much IMHO. Thank you anyway. |
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wow its best technology |
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ifsheldon
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Dec 17, 2024
Ensures `should_refresh_model_loading_params()` is called when needed. Improved code clarity.
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This PR implements SwinIR v2 from https://github.com/mv-lab/swin2sr. SwinIR v2 is SwinIR but with Swin Transformer V2 from Microsoft.
To use this, download
Swin2SR_RealworldSR_X4_64_BSRGAN_PSNR.pthfrom the aforementioned repo, and rename it to have the.v2.pthextension.The actual line addition of this PR is 28 lines, the rest is the model architecture.
Examples:
Original Image
SwinIR
SwinIR v2
In this example, SwinIR v2 avoids the blocking artifacts of v1, and also respects the (artistic?) blur/bokeh of the original image.