magic-diffusion / app.py
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import gradio as gr
import os
from share_btn import community_icon_html, loading_icon_html, share_js
text_gen = gr.load(name="spaces/Ashrafb/MagicPrompt-Stable-Diffusiongust")
stable_diffusion = gr.load(name="spaces/runwayml/stable-diffusion-v1-5")
def get_images(prompt):
gallery_dir = stable_diffusion(prompt, fn_index=2)
sd_output = [os.path.join(gallery_dir, image) for image in os.listdir(gallery_dir)]
return sd_output, gr.update(visible=True), gr.update(visible=True), gr.update(visible=True)
def get_prompts(prompt_text):
return text_gen(prompt_text)
css = '''
.animate-spin {
animation: spin 1s linear infinite;
}
@keyframes spin {
from {
transform: rotate(0deg);
}
to {
transform: rotate(360deg);
}
}
footer{display:none !important}
'''
with gr.Blocks(css=css) as demo:
gr.HTML("""<div style="text-align: center; max-width: 700px; 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;">
Magic Diffusion 🪄
</h1>
</div>
<p style="margin-bottom: 10px; font-size: 94%">
This Space prettifies your prompt using MagicPrompt
and then runs it through Stable Diffusion to create aesthetically pleasing images. Simply enter a few concepts and let it improve your prompt. You can then diffuse the prompt.
</p>
</div>""")
with gr.Row():
with gr.Column():
input_text = gr.Textbox(label="Short text prompt",
lines=4, elem_id="input-text")
with gr.Row():
see_prompts = gr.Button("Feed in your text!")
with gr.Column():
text_output = gr.Textbox(
label="Prettified text prompt",
lines=4,
elem_id="translated"
)
with gr.Row():
diffuse_btn = gr.Button(value="Diffuse the Prompt!")
with gr.Column(elem_id="generated-gallery"):
sd_output = gr.Gallery().style(grid=1, height="auto")
with gr.Group(elem_id="share-btn-container"):
community_icon = gr.HTML(community_icon_html, visible=False)
loading_icon = gr.HTML(loading_icon_html, visible=False)
share_button = gr.Button("Share to community", elem_id="share-btn", visible=False)
see_prompts.click(get_prompts,
inputs = [input_text],
outputs = [
text_output
])
diffuse_btn.click(get_images,
inputs = [
text_output
],
outputs = [sd_output, community_icon, loading_icon, share_button]
)
share_button.click(None, [], [], _js=share_js)
demo.launch(debug=True)