Update app.py

app.py

@@ -4,28 +4,67 @@ import torch.nn as nn
 import torch.nn.functional as F
 import base64
 
-# Function to set background image
-def set_background(image_file):
-    with open(image_file, "rb") as image:
-        encoded_string = base64.b64encode(image.read()).decode()
-    st.markdown(
-        f"""
-        <style>
-        .stApp {{
-            background-image: url(data:image/png;base64,{encoded_string});
-            background-size: cover;
-            background-attachment: fixed;
-        }}
-        </style>
-        """,
-        unsafe_allow_html=True
-    )
 
-# Set the background image
-# set_background('path_to_your_image.png')
+st.markdown(
+    """
+    <style>
+    /* Set background image for the entire app */
+    .stApp {
+        background: url('https://www.umu.ac.in/wp-content/uploads/2020/04/unnamed.png') no-repeat center center fixed;
+        background-size: cover;
+    }
+    
+    /* Style for the title */
+    .stApp h1 {
+        background-color: rgba(0, 0, 128, 0.7); 
+        color: #ffffff; /* White */
+        padding: 10px;
+        border-radius: 5px;
+        font-size: 2.5em; 
+        text-align: center;
+    }
+    /* Style for input text area */
+    .stTextArea textarea {
+        background-color: rgba(255, 255, 255, 0.8); 
+        color: #000000; /* Black */
+        font-size: 1.2em; 
+    }
+    /* Style for the button */
+    .stButton>button {
+        background-color: #4CAF50; /* Green */
+        color: white;
+        font-size: 1.2em;
+        border-radius: 10px;
+        padding: 10px 24px;
+        border: none;
+    }
+    /* Center the button */
+    .stButton {
+        display: flex;
+        justify-content: center;
+    }
+    /* Style for the output container */
+    .output-container {
+        background-color: lightpink;
+        color: black;
+        font-size: 1.5em;
+        padding: 15px;
+        border-radius: 10px;
+        margin-top: 20px;
+        box-shadow: 0 4px 8px rgba(0,0,0,0.1);
+        width: 200%;
+        margin-left: auto;
+        margin-right: auto;
+        text-align: center;
+    }
+    
+    </style>
+    """,
+    unsafe_allow_html=True
+)
 
-# Custom title with blue color
-st.markdown("<h1 style='color: blue;'>Placement Analysis</h1>", unsafe_allow_html=True)
+
+st.title("Placement Analysis")
 
 # Define the ANN model architecture
 class ANN_Model(nn.Module):