Category: Art/Pixel Art
Purpose: Digital Art/People
Pretrained: Mainly for digital art, but can be used to upscale pixel art.

ArtStation1337

ArtStation1337 Bloom

ArtStation1337 Dedither

ArtStation1337 Dedither v2

ArtStation1337 Diffuse

ArtStation1337 v2

Category: Art/Pixel Art
Purpose: Art

This model upscales Digital Drawings. It was trained on random drawings found on DeviantArt. Mostly Landscape and Scenery and Illustrations of Characters. It does fairly well and works on many different styles.

BSDeviance

Category: Art/Pixel Art
Purpose: Art

upscales Digital Drawings. It was trained on random drawings found on DeviantArt. Mostly Landscape and Scenery and Illustrations of Characters. It does fairly well and works on many different styles.

BSDevianceMIP

Category: Art/Pixel Art

Larger-scaled pixels to digital painting

BigFArt

BigFArt Bang1

BigFArt Base

BigFArt Blend

BigFArt Detail

BigFArt Fine

Category: Art/Pixel Art
Purpose: Pixel Art/Sprites

Fatal Pixels

Category: Art/Pixel Art
Purpose: Pixel Art/Sprites
Pretrained: A previously attempted MK2

Fatality MK2

Category: Art/Pixel Art

Basic pixel art upscaling, for people who want a more simpler style and lightweight pixel art upscaling model.

Sample images: https://drive.google.com/drive/folders/1mYTMpwDlKQulBmjgKpcxL3-T6xAGXVxl?usp=sharing

NXbrz

Category: Art/Pixel Art
Purpose: Pixel Art/Sprites

Sprite Upscaler

Comparison with v3: https://imgsli.com/MzgxMTc/2/1

PixelPerfectV4

Category: Art/Pixel Art
Purpose: Pixel Art/Sprites

For upscaling character sprites

Rebout

Rebout Blend

Category: Alphas
Purpose: Pixel Art with Tranparency / Alpha Channel

Skyrim Alpha

Category: Art/Pixel Art

Pixel art, rocky/grainy textures? Quantization smoothing, adding detail.

Pretrained model: 4x_RRDB_PSNR_old_arch.pth

SmoothRealism

Category: Art/Pixel Art
Purpose: Art

Upscaling airbrush/pencil-based artwork

Sample images: https://drive.google.com/drive/folders/1fyeIWInDrM6r-xxrCW4U09oafWw08u9S?usp=sharing

Struzan

Category: Art/Pixel Art

Similar to Manga109, can be used as a general digital upscaler as well as with pixel art

deviantPixelHD

Category: Art/Pixel Art

Scalenx style pixel art upscaler

Architecture	ESRGAN
Scale	4x
Size	64nf23nb
Color Mode	RGB
License	CC-BY-NC-4.0 Private use Distribution Modifications Credit required State Changes No Liability & Warranty Disclaimer
Date	2019-09-09
Dataset	High Resolution Digital Art from Deviant Art
Dataset size	2797
Training iterations	250000
Training epochs	1427
Training batch size	16
Training HR size	128
Training OTF	No

deviantPixelHD

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