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import gradio as gr
import os
from share_btn import community_icon_html, loading_icon_html, share_js
img_to_text = gr.Interface.load("spaces/pharma/CLIP-Interrogator")
stable_diffusion = gr.Blocks.load(name="spaces/stabilityai/stable-diffusion")
def get_images(prompt):
gallery_dir = stable_diffusion(prompt, fn_index=2)
return [os.path.join(gallery_dir, image) for image in os.listdir(gallery_dir)]
def get_prompts(uploaded_image):
return img_to_text(uploaded_image)
css = '''
.animate-spin {
animation: spin 1s linear infinite;
}
@keyframes spin {
from {
transform: rotate(0deg);
}
to {
transform: rotate(360deg);
}
}
#share-btn-container {
display: flex; padding-left: 0.5rem !important; padding-right: 0.5rem !important; background-color: #000000; justify-content: center; align-items: center; border-radius: 9999px !important; width: 13rem;
}
#share-btn {
all: initial; color: #ffffff;font-weight: 600; cursor:pointer; font-family: 'IBM Plex Sans', sans-serif; margin-left: 0.5rem !important; padding-top: 0.25rem !important; padding-bottom: 0.25rem !important;
}
#share-btn * {
all: unset;
}
#component-57, #component-58 {
width: auto !important;
min-height: 0px !important;
}
'''
with gr.Blocks(css=css) as demo:
gr.Markdown(
"""
## Stable Diffusion Perception 🎆🌌
Want to figure out what a good prompt might be to create new images like an existing one?
Use [CLIP Interrogator](https://huggingface.co/spaces/pharma/CLIP-Interrogator) to generate a prompt.
Afterward, you can use Stable Diffusion to generate images based on the prompt.
"""
)
with gr.Row():
with gr.Column():
input_img = gr.Image(type="filepath")
with gr.Row():
see_prompts = gr.Button("Check how your image prompts your model!")
with gr.Column():
img2text_output = gr.Textbox(
label="Convert your image to text!",
lines=4,
elem_id="translated"
)
with gr.Row():
diffuse_btn = gr.Button(value="Diffuse it!")
with gr.Column():
sd_output = gr.Gallery().style(grid=2, height="auto", elem_id="generated-gallery")
with gr.Group(elem_id="share-btn-container"):
community_icon = gr.HTML(community_icon_html)
loading_icon = gr.HTML(loading_icon_html)
share_button = gr.Button("Share to community", elem_id="share-btn")
see_prompts.click(img_to_text,
inputs = input_img,
outputs = [
img2text_output
])
diffuse_btn.click(get_images,
inputs = [
img2text_output
],
outputs = sd_output
)
demo.launch()
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