StableDiffusionXLSuperResolution

This project generates ultra-realistic images using Stable Diffusion XL and enhances them with super-resolution through Real-ESRGAN.

Usage

A preconfigured Colab notebook is provided, requiring GPU access. Simply load it, run the cells, and generate images from textual descriptions.

• "A vibrant carnival at night, with colorful lights illuminating Ferris wheels, carousels, and food stalls, children laughing, and a fireworks display lighting up the starry sky, ultra-realistic."

• "An alien jungle filled with luminescent plants and strange creatures, with a glowing waterfall cascading into a turquoise pool, surreal and otherworldly."

Running Without Super-Resolution

generate_and_save_image(
    pipeline, 
    prompt=prompt, 
    super_resolution=False, 
    width=1024, 
    height=576
)