Update pages/4_Model Creation and Evaluation.py

pages/4_Model Creation and Evaluation.py

@@ -13,17 +13,16 @@ st.markdown("<h1 style='text-align:center; color:purple;'>Model Creation and Eva
 
 # Background Styling
 background_image_url = "https://cdn-uploads.huggingface.co/production/uploads/675fab3a2d0851e23d23cad3/zK1vosRLYAQ4EFqG8JyEs.png"
+# Apply custom CSS for the background image and overlay
 st.markdown(
     f"""
     <style>
         .stApp {{
             background-image: url("{background_image_url}");
-            background-size: cover;  /* Ensures the image covers the full screen */
-            background-position: repeat;  /* Centers the background image */
+            background-size: auto;  /* Ensures the image retains its original size */
+            background-repeat: repeat;  /* Makes the image repeat to cover the entire background */
+            background-position: top left;  /* Starts repeating from the top-left corner */
             background-attachment: fixed;  /* Keeps the background fixed as you scroll */
-            height: 100vh;
-            width: 100%;
-            overflow: hidden;  /* Prevents any overflow that might cause the background image to zoom */
         }}
         
         /* Semi-transparent overlay */
@@ -37,17 +36,25 @@ st.markdown(
             background: rgba(0, 0, 0, 0.4);  /* Adjust transparency here (0.4 for 40% transparency) */
             z-index: -1;
         }}
-
-        /* Styling the content to ensure text visibility */
+        
+        /* Container to center elements and limit width */
+        .content-container {{
+            max-width: 70%;  /* Limit content width to 70% */
+            margin: 0 auto;  /* Center the container */
+            padding: 50px;  /* Add some padding for spacing */
+        }}
+        /* Styling the markdown content */
         .stMarkdown {{
-            color: black;  /* White text to ensure visibility */
-            font-size: 30px;  /* Adjust font size for better readability */
+            color: white;  /* White text to ensure visibility */
+            font-size: 100px;  /* Adjust font size for readability */
+            # text-align: center;  /* Center align text */
         }}
     </style>
     """, 
     unsafe_allow_html=True
 )
 
+
 # Title Section
 st.title("Model Training and Selection with Optuna")