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Bubble AnimeScale Compact v1

2xCompactby Bubblemint#6472

Pretrained: 4x_muy4_035_1.pth

This is my first model, so it's not perfect, but I wanted to see if I could train an upscaling model that didn't result in a lot of detail loss and deblurring like the current Compact upscaling models. I believe I accomplished this, but I was unable to reduce contrast shifting. The contrast shifting may cause skin tones to appear incorrect on bright frames, but it's not too bad overall! I'll list a few examples below; more can be found by clicking the Overview link on the Github release page.

Pretrained model: Kim2091_CrappyCompactV2.pth

Training details (7)
Date
2022-11-13
Dataset
SFW and NSFW anime frames that were sourced from Blu Ray discs and high bitrate Web releases. These were then degraded with various different methods.
Dataset size
1845
Training iterations
1355000
Training epochs
4438
Training batch size
6
Training OTF
No

Model

Architecture
Compact
Scale
2x
Size
64nf16nc
Color Mode

Rights

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

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