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Add Hugging Face Spaces configuration to README

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  # DiffusionSR
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  A **from-scratch implementation** of the [ResShift](https://arxiv.org/abs/2307.12348) paper: an efficient diffusion-based super-resolution model that uses a U-Net architecture with Swin Transformer blocks to enhance low-resolution images. This implementation combines the power of diffusion models with transformer-based attention mechanisms for high-quality image super-resolution.
 
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+ ---
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+ title: ResShift Super-Resolution
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+ emoji: 🖼️
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+ colorFrom: blue
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+ colorTo: purple
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+ sdk: gradio
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+ sdk_version: 4.0.0
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+ app_file: app.py
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+ pinned: false
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+ license: mit
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+ ---
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+
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  # DiffusionSR
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  A **from-scratch implementation** of the [ResShift](https://arxiv.org/abs/2307.12348) paper: an efficient diffusion-based super-resolution model that uses a U-Net architecture with Swin Transformer blocks to enhance low-resolution images. This implementation combines the power of diffusion models with transformer-based attention mechanisms for high-quality image super-resolution.