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license: cc-by-4.0 |
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tags: |
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- super-resolution |
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--- |
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# BHI Mini SISR Dataset |
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This is a mini version of my [BHI SISR Dataset](https://huggingface.co/datasets/Phips/BHI), it consist of 4.5k 512x512 png training tiles. |
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The focus of this dataset was to extract the high information density and good quality images from the dataset, together with deduplication. |
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This is for training sisr upscaling networks, can be used for small, medium, or even big network because of its information density. |
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Though if you are doing paired training with pre-applied randomized degradation, you could use the [BHI Small version](https://huggingface.co/datasets/Phips/BHI_small) for better degradation distribution together with a medium or big network. |
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For complex pre-applied degradation (many different types and strengths) or diffusion network, probably the standard BHI might give better results. |
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<figure> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/634e9aa407e669188d3912f9/4971HNTaLFqw_Zbb583hR.webp" alt="BHI Mini SISR Dataset Example Tiles"> |
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<figcaption>BHI Mini SISR Dataset Example Tiles"</figcaption> |
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</figure> |
