AIIDiffusion / app.py
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import gradio as gr
import requests
import io
import random
import os
from PIL import Image
API_URL = "https://api-inference.huggingface.co/models/runwayml/stable-diffusion-v1-5"
API_TOKEN = os.getenv("HF_READ_TOKEN") # it is free
headers = {"Authorization": f"Bearer {API_TOKEN}"}
def query(prompt, is_negative=False, steps=1, cfg_scale=6, seed=None):
payload = {
"inputs": prompt,
"is_negative": is_negative,
"steps": steps,
"cfg_scale": cfg_scale,
"seed": seed if seed is not None else random.randint(-1, 2147483647)
}
image_bytes = requests.post(API_URL, headers=headers, json=payload).content
image = Image.open(io.BytesIO(image_bytes))
return image
css = """
/* Improve overall layout and styling */
.gradio-container {
font-family: 'IBM Plex Sans', sans-serif;
max-width: 800px; /* Adjusted max-width for better readability */
margin: auto;
padding: 1.5rem;
background-color: #f4f4f4; /* Added a light background color */
border-radius: 10px; /* Added border radius for a softer look */
}
/* Improve button styling */
.gr-button {
color: #fff;
background: #3498db; /* Changed button color to a shade of blue */
border: 1px solid #2980b9; /* Added a border for contrast */
border-radius: 5px; /* Added border radius for rounded corners */
padding: 10px 20px; /* Increased padding for a better click target */
}
.gr-button:hover {
background: #217dbb; /* Darker shade on hover for visual feedback */
}
/* Improve range input styling */
input[type='range'] {
accent-color: #3498db; /* Adjusted accent color for better visibility */
}
/* Improve gallery styling */
#gallery {
min-height: 300px;
margin: 15px auto; /* Centered the gallery with margin */
border-radius: 10px; /* Added border radius for a softer look */
overflow: hidden; /* Hide overflow for a cleaner appearance */
}
/* Add box shadow to gallery for depth */
#gallery>div {
box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
}
/* Add transition to details for smoother underline effect */
.details {
transition: text-decoration 0.3s ease;
}
/* Add styling to advanced options button */
#advanced-btn {
font-size: 1rem;
line-height: 24px;
background-color: #27ae60; /* Green color for contrast */
color: #fff;
border-radius: 10px;
padding: 8px 16px;
cursor: pointer;
}
#advanced-btn:hover {
background-color: #219653; /* Darker green on hover */
}
/* Show advanced options by default */
#advanced-options {
display: block;
margin-bottom: 20px;
}
/* Improve footer styling */
.footer {
margin: 35px auto;
text-align: center;
border-top: 1px solid #e5e5e5;
padding: 15px 0;
}
.footer>p {
font-size: 1rem;
display: inline-block;
padding: 0 10px;
background: #fff;
border-radius: 5px;
margin: 0;
}
/* Improve acknowledgments heading */
.acknowledgments h4 {
margin: 1em 0 0.25em 0;
font-weight: bold;
font-size: 120%; /* Slightly increased font size */
}
/* Add a subtle spin animation to the loading spinner */
.animate-spin {
animation: spin 1s linear infinite;
}
/* Add box shadow to share button container for depth */
#share-btn-container {
box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
overflow: hidden; /* Hide overflow for a cleaner appearance */
}
/* Adjust prompt container styles */
#prompt-container {
gap: 10px; /* Increased gap for better spacing */
}
/* Adjust prompt text input padding */
#prompt-text-input, #negative-prompt-text-input {
padding: 10px;
}
/* Adjust tab item styles */
.tabitem {
border: 1px solid #ddd; /* Added a subtle border */
border-radius: 5px; /* Added border radius for a softer look */
margin: 5px;
padding: 10px;
cursor: pointer;
}
.tabitem:hover {
background-color: #f5f5f5; /* Light background color on hover */
}
"""
with gr.Blocks(css=css, theme="pseudolab/huggingface-korea-theme") as dalle:
gr.HTML(
"""
<div style="text-align: center; margin: 0 auto;">
<div
style="
display: inline-flex;
align-items: center;
gap: 0.8rem;
font-size: 1.75rem;
"
>
<h1 style="font-weight: 900; margin-bottom: 7px;margin-top:5px">
Stable Diffusion v1.5 XL
</h1>
</div>
<p style="margin-bottom: 10px; font-size: 94%; line-height: 23px;">
</p>
</div>
"""
)
with gr.Row():
image_output = gr.Image(type="pil", label="Output Image", elem_id="gallery")
with gr.Column(elem_id="prompt-container"):
text_prompt = gr.Textbox(label="Prompt", placeholder="a cute dog", lines=1, elem_id="prompt-text-input")
text_button = gr.Button("Generate", variant='primary', elem_id="gen-button")
with gr.Accordion("Advanced settings", open=False):
negative_prompt = gr.Textbox(label="Negative Prompt", value="text, blurry, fuzziness", lines=1, elem_id="negative-prompt-text-input")
text_button.click(query, inputs=[text_prompt, negative_prompt], outputs=image_output)
dalle.launch(show_api=False)