Update app.py

app.py

@@ -1,56 +1,70 @@
-import streamlit as st 
-import joblib
-
-html_temp = """
-    <div style="background-color:green;padding:10px">
-    <h2 style="color:white;text-align:center;">crop Yeid Prediction  </h2>
-    </div>
-    """
-st.markdown(html_temp, unsafe_allow_html=True)
-
-image_url="https://miro.medium.com/v2/resize:fit:1358/0*k-lYNf3gZ1M2u6AN"
-
-st.image(image_url, use_container_width=True)
-
-# Area
-options_Area = ['Albania', 'Algeria', 'Angola', 'Argentina', 'Armenia','Australia', 'Austria', 'Azerbaijan', 'Bahamas', 'Bahrain',
-                'Bangladesh', 'Belarus', 'Belgium', 'Botswana', 'Brazil','Bulgaria', 'Burkina Faso', 'Burundi', 'Cameroon', 'Canada',
-                'Central African Republic', 'Chile', 'Colombia', 'Croatia',
-                'Denmark', 'Dominican Republic', 'Ecuador', 'Egypt', 'El Salvador','Eritrea', 'Estonia', 'Finland', 'France', 'Germany', 'Ghana',
-                'Greece', 'Guatemala', 'Guinea', 'Guyana', 'Haiti', 'Honduras',
-                'Hungary', 'India', 'Indonesia', 'Iraq', 'Ireland', 'Italy',
-                'Jamaica', 'Japan', 'Kazakhstan', 'Kenya', 'Latvia', 'Lebanon',
-                'Lesotho', 'Libya', 'Lithuania', 'Madagascar', 'Malawi',
-                'Malaysia', 'Mali', 'Mauritania', 'Mauritius', 'Mexico',
-                'Montenegro', 'Morocco', 'Mozambique', 'Namibia', 'Nepal',
-                'Netherlands', 'New Zealand', 'Nicaragua', 'Niger', 'Norway',
-                'Pakistan', 'Papua New Guinea', 'Peru', 'Poland', 'Portugal',
-                'Qatar', 'Romania', 'Rwanda', 'Saudi Arabia', 'Senegal',
-                'Slovenia', 'South Africa', 'Spain', 'Sri Lanka', 'Sudan',
-                'Suriname', 'Sweden', 'Switzerland', 'Tajikistan', 'Thailand',
-                'Tunisia', 'Turkey', 'Uganda', 'Ukraine', 'United Kingdom',
-                'Uruguay', 'Zambia', 'Zimbabwe']
-Area= st.selectbox('Choose an Area:', options_Area)
-Area_value=options_Area.index(Area)
-
-# Item
-options_Item =['Maize','Potatoes', 'Rice, paddy', 'Sorghum', 'Soybeans',
-               'Wheat','Cassava', 'Sweet potatoes', 'Plantains and others', 'Yams']
-Item= st.selectbox('Choose a Item:', options_Item)
-Item_value=options_Item.index(Item)
-
-# average_rain_fall_mm_per_year
-avg_rainfall=st.slider('Slide The value to get Avg Rainfall',min_value=51,max_value=3240,value=1)
-
-# Pesticides_tonnes
-pes_tonnes=st.slider('Slide The value to get Pesticides Tonnes',min_value=1,max_value=367778,value=1)
-
-# Avg Temp
-avg_temp=st.slider('Slide The value to get Avg Temperature',min_value=1,max_value=30,value=1)
-
-model=joblib.load("model_rf.joblib")
-
-if st.button("Enter"):
-    output=model.predict([[Area_value,Item_value,avg_rainfall,pes_tonnes,avg_temp]])
-    
+import streamlit as st 
+import joblib
+
+html_temp = """
+    <div style="background-color:green;padding:10px">
+    <h2 style="color:white;text-align:center;">crop Yeid Prediction  </h2>
+    </div>
+    """
+st.markdown(html_temp, unsafe_allow_html=True)
+
+image_url="https://miro.medium.com/v2/resize:fit:1358/0*k-lYNf3gZ1M2u6AN"
+
+st.image(image_url, use_container_width=True)
+
+st.markdown(f"""
+    <style>
+        /* Set the background image for the entire app */
+        .stApp {{
+            background-color: #8FBC8F;
+            background-size: 100px;
+            background-repeat:no;
+            background-attachment: auto;
+            background-position:full;
+        }}
+    </style>
+    """, unsafe_allow_html=True)
+    
+
+# Area
+options_Area = ['Albania', 'Algeria', 'Angola', 'Argentina', 'Armenia','Australia', 'Austria', 'Azerbaijan', 'Bahamas', 'Bahrain',
+                'Bangladesh', 'Belarus', 'Belgium', 'Botswana', 'Brazil','Bulgaria', 'Burkina Faso', 'Burundi', 'Cameroon', 'Canada',
+                'Central African Republic', 'Chile', 'Colombia', 'Croatia',
+                'Denmark', 'Dominican Republic', 'Ecuador', 'Egypt', 'El Salvador','Eritrea', 'Estonia', 'Finland', 'France', 'Germany', 'Ghana',
+                'Greece', 'Guatemala', 'Guinea', 'Guyana', 'Haiti', 'Honduras',
+                'Hungary', 'India', 'Indonesia', 'Iraq', 'Ireland', 'Italy',
+                'Jamaica', 'Japan', 'Kazakhstan', 'Kenya', 'Latvia', 'Lebanon',
+                'Lesotho', 'Libya', 'Lithuania', 'Madagascar', 'Malawi',
+                'Malaysia', 'Mali', 'Mauritania', 'Mauritius', 'Mexico',
+                'Montenegro', 'Morocco', 'Mozambique', 'Namibia', 'Nepal',
+                'Netherlands', 'New Zealand', 'Nicaragua', 'Niger', 'Norway',
+                'Pakistan', 'Papua New Guinea', 'Peru', 'Poland', 'Portugal',
+                'Qatar', 'Romania', 'Rwanda', 'Saudi Arabia', 'Senegal',
+                'Slovenia', 'South Africa', 'Spain', 'Sri Lanka', 'Sudan',
+                'Suriname', 'Sweden', 'Switzerland', 'Tajikistan', 'Thailand',
+                'Tunisia', 'Turkey', 'Uganda', 'Ukraine', 'United Kingdom',
+                'Uruguay', 'Zambia', 'Zimbabwe']
+Area= st.selectbox('Choose an Area:', options_Area)
+Area_value=options_Area.index(Area)
+
+# Item
+options_Item =['Maize','Potatoes', 'Rice, paddy', 'Sorghum', 'Soybeans',
+               'Wheat','Cassava', 'Sweet potatoes', 'Plantains and others', 'Yams']
+Item= st.selectbox('Choose a Item:', options_Item)
+Item_value=options_Item.index(Item)
+
+# average_rain_fall_mm_per_year
+avg_rainfall=st.slider('Slide The value to get Avg Rainfall',min_value=51,max_value=3240,value=1)
+
+# Pesticides_tonnes
+pes_tonnes=st.slider('Slide The value to get Pesticides Tonnes',min_value=1,max_value=367778,value=1)
+
+# Avg Temp
+avg_temp=st.slider('Slide The value to get Avg Temperature',min_value=1,max_value=30,value=1)
+
+model=joblib.load("model_rf.joblib")
+
+if st.button("Enter"):
+    output=model.predict([[Area_value,Item_value,avg_rainfall,pes_tonnes,avg_temp]])
+    
     st.write("The value of hg/ha_yield:",output)