How To Upscale
JPEG 30

LSDIR Compact R

Upscale small photos with compression, noise and slight blur to 4x their size.

Extending my last 4xLSDIRCompact model to Real-ESRGAN, meaning trained on synthetic data instead to handle more kinds of degradations, it should be able to handle compression, noise, and slight blur.

Here is a comparison to show that 4xLSDIRCompact cannot handle compression artifacts, and that these two models will produce better output for that specific scenario. These models are not ‘better’ than the previous one, they are just meant to handle a different use case.

ArchitectureCompact
Scale4x
Size
64nf16nc
Color Mode
LicenseCC-BY-4.0
Private use
Commercial use
Distribution
Modifications
Credit required
State Changes
No Liability & Warranty
Disclaimer
Date2023-03-17
DatasetLSDIR
Dataset size84991
Training iterations130000
Training HR size256
Training OTFNo

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