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HFA2kCompact

A compact anime 2x upscaling model based on musl's HFA2k dataset.

Compact 2x anime upscaler with otf compression and blur. The '2xHFA2kCompact.pth' (4.6 MB) is the original trained model file, the other model files are conversions using chaiNNer. Trained on musl's latest dataset release for Anime SISR, which has been extracted from modern anime films, where the selection criteria was high SNR, no DOF and high frequency information.

Examples: https://imgsli.com/MTcxNjA4 Example input files: https://drive.google.com/drive/folders/1VSPw8m7VbZO6roM9syE7Nf2QYwwn7GUz Example output files: https://drive.google.com/drive/folders/1NFfomnv6d5RtWy_GwOsKO3uZ_HNOo-2i

Future work: Started training a 4xRRDBNet version of this, bigger model so maybe better results but slower, for still/ single anime images. Will release in the future or drop, based on achieved results.

ArchitectureCompact
Scale2x
Size
64nf16nc
Color Mode
LicenseCC-BY-4.0
Private use
Commercial use
Distribution
Modifications
Credit required
State Changes
No Liability & Warranty
Disclaimer
Date2023-04-18
DatasetHFA2k
Dataset size2568
Training iterations93000
Training batch size12
Training HR size384
Training OTFYes

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