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README.md
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license: cc-by-4.0
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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/4xNomos2_otf_esrgan)
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# 4xNomos2_otf_esrgan
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Scale: 4
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Architecture: [ESRGAN](https://github.com/xinntao/Real-ESRGAN)
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Architecture Option: esrgan
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Author: Philip Hofmann
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License: CC-BY-0.4
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Purpose: Restoration
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Subject: Photography
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Input Type: Images
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Release Date: 22.06.2024
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Dataset: Nomos-v2
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Dataset Size: 6000
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OTF (on the fly augmentations): Yes
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Pretrained Model: RealESRGAN_x4plus
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Iterations: 246'000
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Batch Size: 8
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GT Size: 256
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Description:
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4x ESRGAN model for photography, trained using the Real-ESRGAN otf degradation pipeline.
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Showcase:
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[Slow Pics 8 Examples](https://slow.pics/s/Y5wdyTPh?canvas-mode=fit-width&image-fit=contain)
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![Example1](https://github.com/Phhofm/models/assets/14755670/9486b186-f9c1-49ad-b4ae-be63bb85aeff)
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![Example2](https://github.com/Phhofm/models/assets/14755670/acd9bb3e-741f-4056-b7e9-fb6aa4243d10)
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![Example3](https://github.com/Phhofm/models/assets/14755670/a2b00a79-6d7c-4e3c-ad3b-1038ce5f75f3)
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![Example4](https://github.com/Phhofm/models/assets/14755670/bfc1078f-5ec7-48df-83ef-665a7a0a4723)
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![Example5](https://github.com/Phhofm/models/assets/14755670/8467e576-7a73-48b6-96af-3cf7af15019f)
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![Example6](https://github.com/Phhofm/models/assets/14755670/039d3f50-3aed-491b-8890-84d555d7a1c8)
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![Example7](https://github.com/Phhofm/models/assets/14755670/618fa172-c890-4c9f-8618-9086cdb50ae1)
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