pages/2_Cleaning.py

import sys

sys.path.append("signify/gan")

import os
import shutil

import streamlit as st
from signify.gan import test

MEDIA_ROOT = 'results/media/messy_signatures/'
GAN_ROOT = "results/gan/gan_signdata_kaggle/gan_ips/testB/"
GAN_SELECTED ="results/gan/gan_signdata_kaggle/test_latest/images/"

st.set_page_config(page_title="Clean messy signatures", page_icon="📈")
st.markdown("# Clean messy signatures")
st.write("""Clean the given messy signature""")
st.session_state.predict = False if "predict" not in st.session_state else st.session_state.predict

left, right = st.columns(2)
selection = str(left.selectbox('Select Signature to clean', os.listdir(MEDIA_ROOT)))
selection_image_left = MEDIA_ROOT+selection
left.image(selection_image_left, use_column_width='always')
st.session_state.selection = selection
st.session_state.predict = st.button('Clean')

if st.session_state.predict:
    print(selection_image_left)
    shutil.copy(selection_image_left, GAN_ROOT)
    print(os.listdir(GAN_ROOT))
    test.clean()
    right.image(GAN_SELECTED + selection[:-4] + '_fake.png')