Delete app.py

app.py

@@ -1,131 +0,0 @@
-import streamlit as st
-import keras
-import numpy as np
-from PIL import Image
-import io
-import urllib.request
-import os
-st.set_page_config(layout="wide")
-
-
-st.markdown("""
-        <style>
-               .block-container {
-                    padding-top: 1rem;
-                    padding-bottom: 0rem;
-                    padding-left: 5rem;
-                    padding-right: 5rem;
-                }
-        </style>
-        """, unsafe_allow_html=True)
-
-#title
-col1, col2 = st.columns(2)
-with col1:
-    buffer, col = st.columns(2)
-    with col:
-        st.header('Overpass Identifier')
-with col2:
-    buffer1, col, buffer2 = st.columns(3)
-    with col:
-        st.image('overpass.png')
-
-st.write("---")
-
-#load model and initialize image size required by model. uploaded images are resized to indicated size
-img_height = 640
-img_width = 640
-
-state = st.session_state
-
-
-if "loaded_model" not in state:
-    with st.spinner('Loading model. This may take a few seconds...'):
-        state.loaded_model = keras.models.load_model("0.0008-0.92.keras")
-
-if "lat" not in state:
-    state.lat = 39.11
-
-if "lng" not in state:
-    state.lng = -86.56 
-
-if "coords_submitted" not in state:
-    state.coords_submitted = False
-
-#if "img_submitted" not in state:
-    #state.img_submitted = False
-
-if "img" not in state:
-    state.img = None
-
-col1, col2, col3 = st.columns(3)
-with col3:
-    #header
-    st.subheader('Enter latitude/longitude coordinates:') 
-                 
-    coll, colr= st.columns(2)
-    with coll:
-        state.lat = st.number_input('Latitude', value=39.11, min_value=-90., max_value=90., step=.01) 
-        st.write('The current lat/long are:')     
-    with colr:        
-        state.lng = st.number_input('Longitude', value=-86.56, min_value=-180., max_value=180., step=.01) 
-        st.write(str(state.lat)+', '+str(state.lng))      
-        with st.form("my_form"):
-            submit_button = st.form_submit_button(
-            label="Get Image and Prediction", on_click=lambda: state.update(coords_submitted=True))
-        #header
-    #st.subheader('Upload a satellite image:') 
-    #img_buffer = st.file_uploader("Upload a satellite image file (format: .png, .jpeg, or .jpg).",type=['png', 'jpeg', 'jpg'])
-    #if img_buffer is not None:
-        #state.img = Image.open(img_buffer).convert("RGB")
-    
-
-with col2:
-    if state.coords_submitted:
-        state.coords_submitted = False
-        try:
-            api_key = os.getenv("goog_api")
-            url = "https://maps.googleapis.com/maps/api/staticmap?center="+str(state.lat)+","+str(state.lng)+"&zoom=16&size=640x640&maptype=satellite&key="+api_key
-            buffer = io.BytesIO(urllib.request.urlopen(url).read())
-            state.img = Image.open(buffer).convert("RGB")     
-        except Exception as e:
-            st.write("Error! Could not access Google Static API. Error code:",e)
-        if state.img is not None:
-            st.image(state.img, use_column_width = True)
-
-with col1:
-    st.subheader("Prediction")
-    if state.img is not None:
-        img_array = np.array(state.img)
-        batch_size = 1
-        img_array = np.reshape(img_array,[batch_size,img_height,img_width,3])
-        result = state.loaded_model.predict(img_array)
-        crossing_chance = result[0][1]*100
-        status = None
-        while status is None:
-            if crossing_chance >= 0:
-                status = "extremely un"
-            if crossing_chance >= 10:
-                status = "highly un"
-            if crossing_chance >= 20:
-                status = "pretty un"
-            if crossing_chance >= 30:
-                status = "slightly un"
-            if crossing_chance >= 40:
-                status = "a tiny bit more unlikely than "
-            if crossing_chance >= 50:
-                status = "a tiny bit more likely than un"
-            if crossing_chance >= 60:
-                status = "slightly "
-            if crossing_chance >= 70:
-                status = "pretty "
-            if crossing_chance >= 80:
-                status = "highly "
-            if crossing_chance >= 90:
-                status = "extremely "
-
-
-        st.write(f"It's {status}likely there's at least one overpass here.")
-        st.write("")
-        st.write(f"In fact, the likelihood of at least one overpass is {np.round(crossing_chance,decimals=2)}%.")
-