Neural Style Studio: Custom SD 1.5 LoRA Engine · Interactive Demo

Upload an image,
then transform it with an art style.

Upload a source image, choose an art movement, and try image-to-image style transfer with one style-strength control.

Drop image here or click to browse

PNG, JPG, WEBP · Large uploads are optimized automatically

Lower values preserve the original; higher values push the artistic transformation.

If the style is too weak, increase Style Strength. If it starts producing unrelated results, lower it.

0.25

Comparison

Upload a source image to start the comparison.

Generation Settings

Base Modelstable-diffusion-v1-5
AdapterLoRA · Ukiyo-e
Generation MethodStable Diffusion img2img
Steps50
Prompt Strength8.0 CFG
ServiceFastAPI Inference Service

Project Summary

How this demo creates results

Dataset Preparation

Example images were prepared for each art movement so the model could learn a clear visual direction for every style.

LoRA Adapters

Each style uses a small LoRA adapter. This makes it possible to try different art directions without changing the full base model.

Live Demo

The prompt and selected style are sent to a backend service. The service generates the image and returns the result to this page.