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import streamlit as st
import os
from utils import load_model, generate
st.title('Image Generator with GAN')
st.markdown('Butterflies generator')
st.write("Token Access:", st.secrets["access_token"])
# Sidebar
st.sidebar.subheader('This butterfly does not exist, it is completely generated!')
st.sidebar.image('assets/logo.jpeg', width=200)
st.sidebar.caption('Demo was just created.')
# Loading model
repo_id = 'ceyda/butterfly_cropped_uniq1K_512'
gan_model = load_model(repo_id)
# Generate 4 butterflies
n_butterflies = 4
def run():
with st.spinner('Generating...'):
ims = generate(gan_model, n_butterflies)
st.session_state['ims'] = ims
if 'ims' not in st.session_state:
st.session_state['ims'] = None
run()
ims = st.session_state['ims']
run_button = st.button(
'Generate butterflies',
on_click=run,
help='We are about to start to generate'
)
if ims is not None:
cols = st.columns(n_butterflies)
for j, im in enumerate(ims):
i = j % n_butterflies
cols[i].image(im, use_column_width=True)
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