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4xESRGANby Fielran#1024

Purpose: Chainmail game textures. Alternatively, it can be used to turn plain images into chainmail.

A highly generative model for chainmail game textures. Works fairly well on items without visible chainmail texture (ie just a grey area) or items with clear chainmail texture, less well on items with present but poorly defined chainmail texture. I'm not 100% happy with it but it is still an improvement over existing models in enough situations to be worth releasing.

Training details (7)
Date
2022-10-06
Dataset
pexels.com, ambientcg.com, Wikimedia Commons. photos of chainmail from DeviantArt, game textures with chainmail, diffuse maps of chainmail from DAZ items. All items downscaled by factors of 2 to add capacity for LOD texture upscaling and increase generative effect of model.
Dataset size
561
Training iterations
500000
Training epochs
7813
Training batch size
8
Training HR size
64

Model

Architecture
ESRGAN
Scale
4x
Size
64nf23nb
Color Mode

Rights

GPL-3.0-only
Private use
Commercial use
Distribution
Modifications
Credit required
Same License
State Changes
No Liability & Warranty
Disclaimer

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