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--- |
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license: cc-by-4.0 |
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pipeline_tag: image-to-image |
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tags: |
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- pytorch |
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- super-resolution |
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--- |
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[Link to Github Release](https://github.com/Phhofm/models/releases/tag/2xParimgCompact) |
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# 2xParimgCompact |
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Name: 2xParimgCompact |
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Author: Philip Hofmann |
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Release Date: 05.05.2023 |
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License: CC BY 4.0 |
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Model Architecture: SRVGG |
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Scale: 2 |
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Purpose: 2x Upscale photos based on [Microsoft's ImagePairs](https://www.microsoft.com/applied-sciences/projects/imagepairs) |
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Iterations: 100'000 |
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batch_size: 1-8 |
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HR_size: 256 |
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Dataset: Microsoft ImagePairs |
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Dataset_size: 2x 8'591 |
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OTF Training: No (PairedImageDataset) |
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Pretrained_Model_G: 2x_Compact_Pretrain.pth |
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Description: A 2x photo upscaling compact model based on [Microsoft's ImagePairs](https://www.microsoft.com/applied-sciences/projects/imagepairs). This was one of the earliest models I started training and finished it now for release. As can be seen in the examples, this model will affect colors. |
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Examples: https://imgsli.com/MTc2MDI1 |
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![Example1](https://github.com/Phhofm/models/assets/14755670/44fb81fa-aaf7-4f36-96cf-3e9a0b3cf3d1) |
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![Example2](https://github.com/Phhofm/models/assets/14755670/2578ffe9-a524-4e8e-a872-5259e620dcae) |
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![Example3](https://github.com/Phhofm/models/assets/14755670/083a2619-431b-45ef-927f-5e5d75681cf4) |
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![Example4](https://github.com/Phhofm/models/assets/14755670/d05479cc-cbb5-477d-bfb3-ba151a843edd) |
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