AvatarifyAI / app.py
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import gradio as gr
from diffusers import StableDiffusionPipeline
import torch
# Load Stable Diffusion model
pipe = StableDiffusionPipeline.from_pretrained("stabilityai/sdxl-turbo")
pipe = pipe.to("cuda" if torch.cuda.is_available() else "cpu")
# Avatar styles
styles = [
"Anime", "Cartoon", "Pixel Art", "Cyberpunk", "Disney",
"GTA", "Barbie", "Pixar", "Watercolor", "3D Render",
"Futuristic Soldier", "Zombie Apocalypse", "Royal Portrait",
"Oil Painting", "Astronaut", "Cyber Angel", "Superhero",
"Line Art Sketch", "Pop Art", "Cute Chibi"
]
# Function to generate avatar
def generate_avatar(image, style):
prompt = f"{style} style portrait of a person"
result = pipe(prompt=prompt, image=image).images[0]
return result
# Build Gradio UI
gr.Interface(
fn=generate_avatar,
inputs=[
gr.Image(type="pil", label="Upload Your Selfie"),
gr.Dropdown(choices=styles, label="Choose a Style")
],
outputs=gr.Image(label="Your Avatar"),
title="AvatarifyAI",
description="Turn your selfie into an AI-generated avatar in awesome styles!"
)
demo.launch()