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import gradio as gr | |
from diffusers import StableDiffusionPipeline | |
import torch | |
from PIL import Image | |
import io | |
# Load the model globally once | |
pipe = StableDiffusionPipeline.from_pretrained( | |
"stabilityai/sd-turbo" | |
) | |
pipe.to("cpu") # Free hardware: CPU | |
# Style presets | |
STYLE_PRESETS = { | |
"Minimal": "minimal, clean lines, flat design", | |
"Modern": "modern, bold, gradient", | |
"Retro": "retro, vintage, 90s style" | |
} | |
# Resolutions | |
RESOLUTIONS = ["256x256", "384x384", "512x512", "768x768"] | |
def generate_logo(prompt, style, resolution, transparent): | |
# Apply style | |
style_prompt = STYLE_PRESETS.get(style, "") | |
full_prompt = f"{style_prompt}, {prompt}".strip() | |
# Resolution | |
width, height = map(int, resolution.split("x")) | |
# Run pipeline | |
image = pipe(full_prompt, height=height, width=width, num_inference_steps=15).images[0] | |
# Convert to RGBA if transparent | |
if transparent: | |
image = image.convert("RGBA") | |
return image | |
def get_image_bytes(img): | |
buffer = io.BytesIO() | |
img.save(buffer, format="PNG") | |
buffer.seek(0) | |
return buffer | |
with gr.Blocks(theme=gr.themes.Default(), title="π¨ AI Logo Generator") as demo: | |
gr.Markdown("## π¨ AI Logo Generator\nEnter a description to generate a high-quality logo") | |
with gr.Row(): | |
prompt = gr.Textbox(label="Logo Description", placeholder="e.g., A minimalist logo of owl for tech startup") | |
style = gr.Dropdown(label="Style", choices=list(STYLE_PRESETS.keys()), value="Minimal") | |
resolution = gr.Dropdown(label="Resolution", choices=RESOLUTIONS, value="512x512") | |
with gr.Row(): | |
transparent = gr.Checkbox(label="Make background transparent", value=False) | |
dark_mode = gr.Checkbox(label="Dark Mode UI", value=False) | |
share_link = gr.Checkbox(label="Make app public (Gradio share link)", value=True) | |
btn = gr.Button("Generate") | |
output_img = gr.Image(label="Generated Logo", type="pil") | |
download_btn = gr.File(label="Download Logo (PNG)") | |
def process_all(prompt, style, resolution, transparent, dark_mode, share_link): | |
image = generate_logo(prompt, style, resolution, transparent) | |
file = get_image_bytes(image) | |
return image, (file, "logo.png") | |
btn.click( | |
fn=process_all, | |
inputs=[prompt, style, resolution, transparent, dark_mode, share_link], | |
outputs=[output_img, download_btn] | |
) | |
if __name__ == "__main__": | |
demo.launch(share=True) | |