Ken Kina
feat: app.py and utils.py
372a3dc
import streamlit as st
from utils import load_model, generate
## Main page
st.title("Butterfly generator")
st.write("Modelo Light GAN")
## Lateral bar
st.sidebar.subheader("No existing butterfly")
st.sidebar.image("assets/logo.png", width=200)
st.sidebar.caption("In live demo")
## Loading the model
repo_id = "ceyda/butterfly_croped_uniq1K_512"
model_gan = load_model(repo_id)
## Generate 4 butterflies
n_butterflies = 4
def execute():
with st.spinner("Generating..."):
ims = generate(model_gan, n_butterflies)
st.session_state["ims"] = ims
if "ims" not in st.session_state:
st.session_state["ims"] = None
execute()
ims = st.session_state["ims"]
exec_button = st.button(
"Generate!",
on_click=execute,
help="Help message"
)
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)