top-20-flood / app.py
Omnibus's picture
Update app.py
af5c7ef verified
raw
history blame
1.95 kB
import gradio as gr
from models import models
from PIL import Image
import requests
import uuid
import io
import base64
loaded_model=[]
for i,model in enumerate(models):
try:
loaded_model.append(gr.load(f'models/{model}'))
except Exception as e:
print(e)
pass
print (loaded_model)
def run_dif(out_prompt):
out_box=[]
out_html=""
for i,ea in enumerate(loaded_model):
try:
print (ea)
model=loaded_model[int(i)]
out_img=model(out_prompt)
print(out_img)
url=f'https://omnibus-top-20.hf.space/file={out_img}'
print(url)
uid = uuid.uuid4()
#urllib.request.urlretrieve(image, 'tmp.png')
#out=Image.open('tmp.png')
r = requests.get(url, stream=True)
if r.status_code == 200:
img_buffer = io.BytesIO(r.content)
print (f'bytes:: {io.BytesIO(r.content)}')
str_equivalent_image = base64.b64encode(img_buffer.getvalue()).decode()
img_tag = "<img src='data:image/png;base64," + str_equivalent_image + "'/>"
out_html+=f"<div class='img_class'><a href='https://huggingface.co/models/{models[i]}'>{models[i]}</a><br>"+img_tag+"</div>"
out = Image.open(io.BytesIO(r.content))
out_box.append(out)
html_out = "<div class='grid_class'>"+out_html+"</div>"
yield out_box,html_out
except Exception as e:
out_html+=str(e)
html_out = "<div class='grid_class'>"+out_html+"</div>"
yield out_box,html_out
css="""
.grid_class{
display:flex;
height:100%;
}
.img_class{
min-width:200px;
}
"""
with gr.Blocks(css=css) as app:
inp=gr.Textbox()
out_html=gr.HTML()
outp=gr.Gallery()
btn=gr.Button()
btn.click(run_dif,inp,[outp,out_html])
app.launch()