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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/4xLSDIRCompact3) |
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# 4xLSDIRCompactN3 |
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**Name:** 4xLSDIRCompactN3 |
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**Author:** Philip Hofmann |
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**Release Date:** 11.04.2023 |
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**License:** CC BY 4.0 |
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**Model Architecture:** SRVGGNetCompact |
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**Scale:** 4 |
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**Purpose:** Upscale good quality input photos to x4 their size |
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**Iterations:** 185'000 |
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**batch_size:** Variable(1-10) |
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**HR_size:** 256 |
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**Dataset:** LSDIR |
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**Dataset_size:** 84991 hr + 84991 lr |
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**OTF Training** No |
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**Pretrained_Model_G:** 4x_Compact_Pretrain.pth |
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**Description:** The original 4xLSDIRCompact a bit more trained, cannot handle degradation |
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**Total Training Time:** 32+ hours |
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![image](https://github.com/Phhofm/models/assets/14755670/5f36b099-e2d5-4d14-b4ed-c33bf045170c) |
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![image](https://github.com/Phhofm/models/assets/14755670/78497740-bff6-4a93-ba3e-e02928ffd84a) |
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