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# -*- coding: utf-8 -*-
"""
Created on Tue Dec 27 16:16:06 2022
@author: Usuario
"""
import streamlit as st
import imagen_subida as ims
from keras.models import load_model
from os import system
#Cargar el modelo
import os
import patoolib
from shutil import rmtree
from os import remove
"""
Comentado por falta de 7z, se sube el archivo descomprimido directamente
if os.path.isdir("./model_subir/model") == True:
rmtree("./model_subir/model/")
if os.path.isfile("./model_subir/test_model.zip") == True:
remove("./model_subir/test_model.zip")
os.system("cat ./model_subir/vgg19_trainable_true_best_model_pruebita.7z.* > ./model_subir/test_model.zip")
patoolib.extract_archive("./model_subir/test_model.zip",outdir="./model_subir/model/")
#model = load_model('../../../model/classification/vgg19_trainable_true_best_model.h5')
"""
model = load_model('./model_subir/model/vgg19_trainable_true_best_model.h5')
size = (224, 224)
def main_page(clicked, label_names):
title = ims.change_title(clicked)
labs = ims.change_labels(clicked)
column1, column2 = st.columns(2)
holder_up = st.empty()
with column1:
st.write('')
uploaded_image = holder_up.file_uploader('')
holder_add_text = st.empty()
with column2:
additional_text = '' #holder_add_text.write('In order to estimate which is the classification of your image, drop your file at the left')
if uploaded_image:
#container = st.container()
add_tex = ims.additional_text_chart(clicked) #
st.write(add_tex)
result_texts = ims.result_text(clicked)
ims.resultados(uploaded_image, model, size, label_names, labs, result_texts)
#container.markdown(res)
holder_up.empty()
holder_add_text.empty() |