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See the information about the two models below: | |
Author: Philip Hofmann | |
License: CC BY 4.0 | |
Release Date: 11.01.2024 (dd/mm/yy) | |
Trained with musl's [neosr](https://github.com/muslll/neosr), kim's [Datasetdestroyer](https://github.com/Kim2091/helpful-scripts/tree/main/Dataset%20Destroyer), and the Real-ESRGAN pipeline. | |
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Name: 2xNomosUni_compact_multijpg_ldl | |
Author: Philip Hofmann | |
Release Date: 11.01.2024 (dd/mm/yy) | |
License: CC BY 4.0 | |
Network: SRVGGNetCompact | |
Scale: 2 | |
Purpose: 2x fast universal DoF preserving upscaler | |
Iterations: 218'000 | |
epoch: 168 | |
batch_size: 12 | |
HR_size: 128 | |
Dataset: nomosuni | |
Number of train images: 2989 | |
OTF Training: No | |
Pretrained_Model_G: 2x-Compact-Pretrain | |
Description: | |
2x compact fast universal DoF preserving upscaler, pair trained with jpg degradation (down to 40) and multiscale (down_up, bicubic, bilinear, box, nearest, lanczos). | |
Examples: | |
[ani](https://slow.pics/c/Zd7UCmLP) | |
[face](https://slow.pics/c/wKiu7Orf) | |
[dofwheat](https://imgsli.com/MjMyNTU4) | |
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Name: 2xNomosUni_compact_otf_medium | |
Author: Philip Hofmann | |
Release Date: 11.01.2024 (dd/mm/yy) | |
License: CC BY 4.0 | |
Network: SRVGGNetCompact | |
Scale: 2 | |
Purpose: 2x fast universal upscaler with medium degradation handling (jpg compression, noise, blur) | |
Iterations: 276'000 | |
epoch: 218 | |
batch_size: 12 | |
HR_size: 128 | |
Dataset: nomosuni | |
Number of train images: 2989 | |
OTF Training: Yes | |
Pretrained_Model_G: 2xNomosUni_compact_otf_strong | |
Description: | |
2x compact fast universal upscaler with medium degradation handling using the Real-ESRGAN training pipeline, based off 2xNomosUni_compact_otf_strong. Handles jpg compression, some noise, and some blur (so dejpgs, denoises and deblurs). | |
Examples: | |
[RealPhoto](https://imgsli.com/MjMyNTUy) | |
[Noisy](https://imgsli.com/MjMyNTUz) | |