4xArtFaces Realplksr Dysample

Author: Philip Hofmann
License: CC-BY-0.4
Purpose: Restoration
Subject: Art
Input Type: Images
Release Date: 08.08.2024

Dataset: ArtFaces
Dataset Size: 5'630
OTF (on the fly augmentations): No
Pretrained Model: 4xNomos2_realplksr_dysample
Iterations: 139'000
Batch Size: 6
Patch Size: 64

Description:
A Dysample RealPLKSR 4x upscaling model for art / painted faces.
Based on my ArtFaces Dataset which is a curated version of the metfaces dataset for the purpose of training single image super resolution models.

Showcase:
Example1 Example2 Example3 Example4 [Example5

--- license: cc-by-4.0 pipeline_tag: image-to-image tags: - pytorch - super-resolution --- [Link to Github Release](https://github.com/Phhofm/models/releases/tag/4xArtFaces_realplksr_dysample) # 4xArtFaces_realplksr_dysample Scale: 4 Architecture: [RealPLKSR with Dysample](https://github.com/muslll/neosr/?tab=readme-ov-file#supported-archs) Architecture Option: [realplksr](https://github.com/muslll/neosr/blob/master/neosr/archs/realplksr_arch.py) Author: Philip Hofmann License: CC-BY-0.4 Purpose: Restoration Subject: Art Input Type: Images Release Date: 08.08.2024 Dataset: [ArtFaces](https://github.com/Phhofm/models/releases/tag/dataset_artfaces) Dataset Size: 5'630 OTF (on the fly augmentations): No Pretrained Model: [4xNomos2_realplksr_dysample](https://github.com/Phhofm/models/releases/tag/4xNomos2_realplksr_dysample) Iterations: 139'000 Batch Size: 6 Patch Size: 64 Description: A Dysample RealPLKSR 4x upscaling model for art / painted faces. Based on my [ArtFaces Dataset](https://github.com/Phhofm/models/releases/tag/dataset_artfaces) which is a curated version of the [metfaces dataset](https://github.com/NVlabs/metfaces-dataset) for the purpose of training single image super resolution models. Showcase:     [