Faithful

A "lite" model version of my Faithful model

Faithful Lite

Mainly just a test for SPSR. Seems to work better than the original 2xFaithful32_1316 that I used as a pretrained, even though it uses the same dataset.

Pretrained model: 2xFaithful32_1316

FaithfulSPSR

An attempt at recreating the "faithful" style without using the faithful dataset -- aka keeping the "pixel art" style of pixel art.

FakeFaith Lite

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

Gen5 Alpha

Purpose: Animation, Pixel Art

This model has VERY strong compression removal and line restructuring that allows it to restore any heavily compressed drawings, animation, cartoons, or anime. Also works on games as well as DDS compression. It renders frames very quickly and is very viable for restoring videos.

Pretrained model: 4x-MMScale (Yes, 4x. mistakes were made)

UniScale CartoonRestore Lite

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

Sprite Upscaler

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

PixelPerfectV4

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

upscaling pixel art with alpha channels that should perform better than any other. It should work well on both cartoon and 3D styled content.

PocketMonsters-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

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

deviantPixelHD

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

Replica of sphax with transparency

Architecture	ESRGAN
Scale	2x
Size	64nf23nb
Color Mode	RGB
License	CC-BY-NC-4.0 Private use Distribution Modifications Credit required State Changes No Liability & Warranty Disclaimer
Date	2019-09-08
Dataset	Faithful 32x32 for Minecraft 1.13 and 1.14 (HR) and default Minecraft 1.13 and 1.14 resources (LR)
Dataset size	2858
Training iterations	130000
Training epochs	3713
Training batch size	80
Training HR size	32

Faithful

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