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Restormer-style image restoration model with a task embedding.
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Tasks: denoise, upscale, enhance. Input and output are RGB images in [0, 1].
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```py
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# pip install torch torchvision huggingface_hub safetensors pillow
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import math
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Restormer-style image restoration model with a task embedding.
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Tasks: denoise, upscale, enhance. Input and output are RGB images in [0, 1].
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```
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task method PSNR↑ SSIM↑ LPIPS↓
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denoise baseline 20.69 0.4472 0.4006
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denoise model 28.46 0.8144 0.1353
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upscale baseline 28.18 0.8609 0.1985
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upscale model 27.77 0.8193 0.2270
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enhance baseline 26.05 0.7697 0.2820
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enhance model 26.46 0.7821 0.3105
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```
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```py
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# pip install torch torchvision huggingface_hub safetensors pillow
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import math
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