Category: DeToon
Purpose: Detooning

An attempt to detoon images/drawings of people

DoubleDetoon

Category: Normal Map/Bump Map Generation
Purpose: Map Generation - roughness and displacement maps

This model generates "Franken Maps" (named after Frankenstein), which is a custom material map combination I made. Basically, the Red channel of RGB is just the texture converted to grayscale, the Green channel is the roughness map, and the Blue channel is the displacement map. I had to do this to get around the current limitation of CX loss where it requires a 3 channel output (otherwise I would have just made a 2 channel model, or separate single channel models). As of right now the channels need to be manually split from each other but I will be making a tool for doing this automatically in the coming days.

Pretrained model: 1x_DIV2K-Lite_450k.pth

FrankenMapGenerator-CX Lite

Category: Normal Map/Bump Map Generation
Purpose: Map Generation - normal maps

Generating normal maps from textures

Pretrained model: 1x_DIV2K-Lite_450k.pth

NormalMapGenerator-CX Lite

SBDV-DeJPEG Lite

First ever lite BC1/DXT1 model. Probably only useful for cartoony textures like those in spongebob games or other cartoon licensed games.

Pretrained model: 1x_DIV2K-Lite_80k

SpongeBC1 Lite

The first attempt at ESRGAN colorization that produces more than 2 colors. Doesn't work that great but it was a neat experiment.

SpongeColor Lite

Purpose: Animation - Quantized

Removed color quantization/indexing and dithering from cartoon style images and textures

Pretrained model: 1x_1xDEDITHER_32_512_126900_G

Spongebob De-Quantize

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

SBS11 RRDB

Purpose: 

Emulating Waifu2x at Noise Level 3 NOTE: You can't use this with regular esrgan forks or the bot, it has to be run through basicsr

Waifaux NL3 SRResNet

Purpose: 

Trained this model to see how it would work trying to essentially get the same results as Waifu2x but with ESRGAN

Waifaux NL3 SuperLite

Category: Pretrained Discriminators


none

Video TSSM

Video TSSM RRDB

Category: Alphas
Purpose: Alpha

Obsoleted by Joey's Fork - Alpha channels of PNGs

1ch-Alpha Lite

Purpose: Digital Animation

Replica of DigitalFrames 2.1 but interpolatable

DigitalFake 2.1

Purpose: Upscaling pack.png

Designed to upscale one specific minecraft screenshot. Results on dissimilar screenshots may be poor.

Pretrained model: 4xESRGAN originally, but I used each previous version as a pretrained until I got to v4.

PackCraft v4

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: Pretrained Discriminators
Purpose: IRL videos

none

REDSVAL-7f-RRDB Lite

Pretrained Discriminators

Clean bicubic downscales / Pretrained models (G/D)

RRDB-G_ResNet-D (Both G and D)

Category: Art/Pixel Art

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

Pretrained model: 4x_RRDB_PSNR_old_arch.pth

SmoothRealism

SpongeBob

SpongeBob-Reloaded

SpongeBob-Reloaded-SWAG

New version of the Spongebob model. Ideally it's a lot sharper and cleaner but I'm still not sure if it works better than the old one. From what I can tell it's better in many cases.

Spongebob v6

Purpose: Animation - Quantized

A model I trained to do both de-quantizing as well as upscaling. The results are pretty blurry but it works decently for what it is.

Spongebob v6 De-Quantize

After not being entirely happy with the main Spongebob v6 model, I trained a new one with blurring OTF options and two different downscale types. This one is much better in my opinion.

Spongebob v6 Deblur

Pretrained model: RRDB_ESRGAN_x4_old_arch.pth

Training4Melozard Anime

Upscaling cartoons

Pretrained model: 8xBoyMeBob (unreleased) which used 8xESRGAN

BoyMeBob Redux

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

Replica of sphax with transparency

Joey's Models