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ITF SkinDiffDDS v1

1xESRGANby intheflesh#3116

Removes banding, blocking, dithering, aliasing, noise and color tint on DDS Compressed Skin Diffuse Textures.

This should work extremely well on most modern DDS compression types. The training set was compressed with BC3/DXT5, BC3/DXT5 Fast, BC2/DXT3, BC2/DXT3 Fast, and a small number of JPEG compressed images to cover outliers.

This model is trained to remove the slight green color tint that DDS compression tends to add to skin textures, so the model output will not match the original color tone of the input image. This is the desired result though, as DDS compression shifts the colors to a sickly green tint and this model corrects that to more natural color tones.

The training set included faces, body parts, eyes, mouths and hair in a variety of skin types and tones so it should work well on most related diffuse textures.

However it's not just limited to skin, many other images and textures can be cleaned with this model. Designed to be used as a first step cleaning pass before applying additional models after. Check out the other ITF Models.

Training details (7)
Date
2022-08-24
Dataset
Custom
Dataset size
870
Training iterations
100000
Training batch size
48
Training HR size
32
Training OTF
No

Model

Architecture
ESRGAN
Scale
1x
Size
64nf23nb
Color Mode

Rights

CC-BY-NC-4.0
Private use
Distribution
Modifications
Credit required
State Changes
No Liability & Warranty
Disclaimer

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