About

Style Stabilizer is an image stylization tool that runs entirely on your own computer. It turns your illustrations, character art, and now real photos as well into five hand-crafted art styles with consistent results.

This is not generative AI. It doesn't "redraw" your work or invent new content. Instead, it analyzes the line art, color regions, subject, and highlights in your image. It then adds brushwork and material texture while keeping your original composition and shapes intact. The same settings on the same image always produce the same result. That consistency is where the name "Stabilizer" comes from.

Five Art Styles

Impasto Oil: brushstrokes that follow the structure of the image, with the weight of layered paint

Needle Felt: a fuzzy wool texture across the subject, with naturally frayed outlines

Colored Pencil: paper grain and hatched, layered color with a soft hand-drawn warmth

Cel Shading: flat color separation and crisp shadows for an instant anime look

Pixel Art: a reduced palette on a pixel grid, perfect for retro looks and game assets

New: Direct Photo Restyling

Beyond illustrations and character art, you can now drop in real photos and convert them into any of the five styles. Travel shots, pet photos, street scenes, and still lifes can all become paintings.

Built for Large Images and Batches

Full-resolution output: no downscaling, no compression. Very large artworks are processed in tiles and seamlessly blended back together. The output matches your original dimensions exactly

1:1 region preview: click anywhere on the thumbnail to render just that area at full detail. You can tweak settings without waiting for the whole image every time

Folder batch processing: choose an input folder and an output folder to process an entire set in one go. If a batch is interrupted, you can resume it and skip files that are already done

Transparency preserved: character art with a transparent background stays a transparent PNG, ready to use

Presets and Recipes

Every style comes with built-in presets, plus detailed parameters for fine-tuning your own look

Export presets as .stylep files to share with friends or your team

Every output PNG automatically embeds the recipe used to create it. Load the image later and all of your settings are restored, so you never lose a setup you liked

Privacy and Requirements

Fully offline. No internet connection or account required

No uploads, ever. Every image is processed on your own machine

No dedicated GPU needed. A regular CPU is all it takes

Who It's For

Illustrators who want to quickly try different styles on their work

Indie game and visual novel developers who need assets in a unified style

Anyone who wants to turn photos into hand-drawn-style artwork

Creators who value privacy and would rather not upload images to online services