A 1x model designed to reduce artifacts and restore detail to images upscaled by 4xFrankendata_FullDegradation_SRFormer. It could possibly work with other upscaling models too.

Frankenfixer_SRFormerLight

Purpose: For restoring the non blu-ray Evangelion episodes.

Restoration model for de-cruddifying Evangelion episodes from their non blu-ray source. Has issues with eyes in some cases, where it thinks the whites are haloing. Comparison images are of the interpolated model.

SPANGELION

SPANGELION INTERPOLATED

SPANGELION SHARP

Description: 4x realistic upscaler that may also work for general purpose usage. It was trained with OTF random degradation with a very low to very high range of degradations, including blur, noise, and compression. Trained with the same Frankendata dataset that I used for the pretrain model.

Frankendata_FullDegradation_SRFormer

4x realistic upscaler that may also work for general purpose usage. Trained on Bicubic downscaled tiles from very high quality images.

FrankendataPretainer_SRFormer

Purpose: Intended as a pretrain model, can be used to upscale undegraded photos.

Original Link: https://github.com/terrainer/AI-Upscaling-Models/tree/main/4xSPANkendata

4x realistic upscaler that may also work for general purpose usage. Trained on Bicubic downscaled tiles from very high quality images.

Iterations: 500k, fine-tuned with 120k, then 110k, then 75k

batch_size: 32, 16, 12, 10

HR_size: 192, 256, 320, 192

Epoch: Unknown, 32, 20, 12

Dataset_size: 58,420 512x512 tiles, downscaled with a variety of traditional algorithms and CAR

Crustaceous D's Models