Kim2091
AI, Restoration, and More!
Kim2091
AI, Restoration, and More!
Kim2091
AI, Restoration, and More!
My Projects
PBRify_Remix
This is currently my main project. It’s a set of upscaling and PBR generation models intended for usage with RTX Remix (or any PBR enabled game).
It’s trained exclusively on free-to-use content. Currently the dataset consists of CC0 textures from ambientCG and Polyhaven.
helpful_scripts
This is a set of scripts that I work on in my free time. They’re focused on providing the best experience possible for training models and assist you with preparing datasets. My most important script is Dataset Destroyer, which allows you to quickly degrade a folder of images with noise, blur, dithering, and more!
These were all made with some level of assistance from LLMs including Bing Chat, Github Copilot, and Claude.ai.
UltraSharp
This is an extremely popular model for Stable Diffusion. When I first trained it, it was intended to restore heavily degraded photos.
You can download it here
Upscale-Resources
This is an introduction to AI model training. It focuses on resources to help you learn training, gives information on what software to use, and provides additional links to other useful guides.
Servers I’m Involved In
RTX Remix Showcase
I am an admin on the unofficial server for Nvidia’s RTX Remix. We have tested hundreds of games, maintain important info to get Remix up and running, and are a very friendly and welcoming community 🙂
Join us! https://discord.gg/rtxremix
Enhance Everything!
In this server, we upscale all kinds of content. Game textures, movies, anime, cartoons, and more! We train custom models for these tasks, and are happy to help you get started.
Join here: https://discord.gg/bEkveqrjkv
Recommended Tools
chaiNNer
This tool can do a *LOT*. It comes with a nice node-based GUI that’s easy to use, and we have a Discord server if you need help! chaiNNer has nodes for:
- Image and Video Upscaling
- Color transfer
- Model conversion
- Basic image transformations (resizing, cropping, rotation, etc.)
- Image Color adjustment and modification (color adjustment, blur, noise, etc.)
- Normal Map Generation
- and much more!
Here’s the link!: https://github.com/chaiNNer-org/chaiNNer
If you want an easy start, you can use these templates I made: https://github.com/Kim2091/chaiNNer-Templates
StaxRip
StaxRip is a video processing utility. I’ve been using it on a daily basis for many years now, and it’s helped with a ton of projects!
It’s features include:
- Video encoding
- Avisynth and Vapoursynth support
- FFMPEG
- and much more!
Here’s where you can get it: https://github.com/staxrip/staxrip