Update app.py

app.py

@@ -44,118 +44,340 @@ def predict(img) -> Tuple[Dict, float]:
     return pred_labels_and_probs, pred_time
 
 ### 4. Enhanced Gradio app ###
-# Custom CSS for modern, compact styling
+# Custom CSS for ultra-modern, attractive styling
 custom_css = """
-#main-container {
-    max-width: 900px !important;
-    margin: 0 auto;
-    padding: 20px;
+@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap');
+
+* {
+    font-family: 'Inter', sans-serif;
+}
+
+body {
+    background: linear-gradient(-45deg, #ee7752, #e73c7e, #23a6d5, #23d5ab);
+    background-size: 400% 400%;
+    animation: gradientBG 15s ease infinite;
+    margin: 0;
+    padding: 0;
+}
+
+@keyframes gradientBG {
+    0% { background-position: 0% 50%; }
+    50% { background-position: 100% 50%; }
+    100% { background-position: 0% 50%; }
 }
 
 .gradio-container {
-    background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
+    background: transparent !important;
     min-height: 100vh;
+    position: relative;
+    overflow-x: hidden;
+}
+
+.gradio-container::before {
+    content: '';
+    position: fixed;
+    top: 0;
+    left: 0;
+    right: 0;
+    bottom: 0;
+    background: 
+        radial-gradient(circle at 20% 50%, rgba(120, 119, 198, 0.3) 0%, transparent 50%),
+        radial-gradient(circle at 80% 20%, rgba(255, 119, 198, 0.3) 0%, transparent 50%),
+        radial-gradient(circle at 40% 80%, rgba(120, 219, 255, 0.3) 0%, transparent 50%);
+    pointer-events: none;
+    z-index: -1;
+}
+
+#main-container {
+    max-width: 1200px !important;
+    margin: 0 auto;
+    padding: 20px;
+    position: relative;
+    z-index: 1;
 }
 
 #title {
     text-align: center;
-    color: white;
-    font-size: 2.5em;
-    font-weight: bold;
+    background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
+    -webkit-background-clip: text;
+    -webkit-text-fill-color: transparent;
+    background-clip: text;
+    font-size: 4em;
+    font-weight: 700;
     margin-bottom: 10px;
-    text-shadow: 2px 2px 4px rgba(0,0,0,0.3);
+    text-shadow: 0 0 30px rgba(102, 126, 234, 0.5);
+    animation: titleGlow 3s ease-in-out infinite alternate;
+}
+
+@keyframes titleGlow {
+    from { filter: drop-shadow(0 0 20px rgba(102, 126, 234, 0.3)); }
+    to { filter: drop-shadow(0 0 40px rgba(102, 126, 234, 0.8)); }
 }
 
 #subtitle {
     text-align: center;
-    color: rgba(255,255,255,0.9);
-    font-size: 1.2em;
-    margin-bottom: 30px;
+    color: rgba(255,255,255,0.95);
+    font-size: 1.4em;
+    font-weight: 300;
+    margin-bottom: 40px;
+    text-shadow: 0 2px 10px rgba(0,0,0,0.4);
+    animation: fadeInUp 1s ease-out;
 }
 
-.input-output-container {
-    background: rgba(255,255,255,0.95);
-    border-radius: 20px;
-    padding: 30px;
-    box-shadow: 0 10px 30px rgba(0,0,0,0.2);
-    backdrop-filter: blur(10px);
+@keyframes fadeInUp {
+    from { opacity: 0; transform: translateY(30px); }
+    to { opacity: 1; transform: translateY(0); }
 }
 
-.output-container {
-    background: rgba(255,255,255,0.9);
-    border-radius: 15px;
-    padding: 20px;
-    margin-top: 20px;
+.stats-container {
+    display: flex;
+    justify-content: space-around;
+    margin: 40px 0;
+    gap: 20px;
+    animation: slideInUp 1.2s ease-out;
+}
+
+@keyframes slideInUp {
+    from { opacity: 0; transform: translateY(50px); }
+    to { opacity: 1; transform: translateY(0); }
 }
 
-#upload-button {
-    background: linear-gradient(45deg, #4CAF50, #45a049);
-    border: none;
-    border-radius: 10px;
-    padding: 15px 30px;
+.stat-item {
+    background: rgba(255,255,255,0.15);
+    backdrop-filter: blur(20px);
+    border: 1px solid rgba(255,255,255,0.2);
+    border-radius: 20px;
+    padding: 25px 20px;
     color: white;
-    font-weight: bold;
-    cursor: pointer;
-    transition: all 0.3s ease;
+    text-align: center;
+    flex: 1;
+    transition: all 0.4s cubic-bezier(0.4, 0, 0.2, 1);
+    position: relative;
+    overflow: hidden;
 }
 
-#upload-button:hover {
-    transform: translateY(-2px);
-    box-shadow: 0 5px 15px rgba(0,0,0,0.2);
+.stat-item::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: -100%;
+    width: 100%;
+    height: 100%;
+    background: linear-gradient(90deg, transparent, rgba(255,255,255,0.2), transparent);
+    transition: left 0.8s;
 }
 
-.examples-container {
-    margin-top: 30px;
-    background: rgba(255,255,255,0.1);
-    border-radius: 15px;
-    padding: 20px;
+.stat-item:hover::before {
+    left: 100%;
+}
+
+.stat-item:hover {
+    transform: translateY(-10px) scale(1.05);
+    box-shadow: 0 20px 40px rgba(0,0,0,0.3);
+    background: rgba(255,255,255,0.25);
+}
+
+.stat-number {
+    font-size: 2.5em;
+    font-weight: 700;
+    background: linear-gradient(135deg, #fff, #e0e0e0);
+    -webkit-background-clip: text;
+    -webkit-text-fill-color: transparent;
+    background-clip: text;
+    margin-bottom: 5px;
 }
 
 .guide-box {
-    background: rgba(255,255,255,0.95);
-    border-radius: 15px;
-    padding: 25px;
-    margin: 20px 0;
-    box-shadow: 0 5px 15px rgba(0,0,0,0.1);
+    background: rgba(255,255,255,0.12);
+    backdrop-filter: blur(20px);
+    border: 1px solid rgba(255,255,255,0.2);
+    border-radius: 25px;
+    padding: 35px;
+    margin: 30px 0;
+    box-shadow: 0 15px 35px rgba(0,0,0,0.1);
+    animation: floatIn 1.5s ease-out;
+    position: relative;
+    overflow: hidden;
 }
 
-.guide-box h3 {
-    color: #333;
-    margin-bottom: 15px;
-    display: flex;
-    align-items: center;
-    gap: 10px;
+@keyframes floatIn {
+    from { opacity: 0; transform: translateY(30px) scale(0.95); }
+    to { opacity: 1; transform: translateY(0) scale(1); }
 }
 
-.guide-box ul, .guide-box ol {
-    color: #555;
-    line-height: 1.6;
+.guide-box::before {
+    content: '';
+    position: absolute;
+    top: -50%;
+    left: -50%;
+    width: 200%;
+    height: 200%;
+    background: radial-gradient(circle, rgba(255,255,255,0.1) 0%, transparent 70%);
+    animation: rotate 20s linear infinite;
+    pointer-events: none;
 }
 
-.stats-container {
-    display: flex;
-    justify-content: space-around;
-    margin: 20px 0;
-    text-align: center;
+@keyframes rotate {
+    from { transform: rotate(0deg); }
+    to { transform: rotate(360deg); }
 }
 
-.stat-item {
-    background: rgba(255,255,255,0.2);
-    border-radius: 10px;
-    padding: 15px;
+.guide-box h3 {
     color: white;
+    margin-bottom: 20px;
+    font-size: 1.5em;
+    font-weight: 600;
+    text-shadow: 0 2px 10px rgba(0,0,0,0.3);
 }
 
-.stat-number {
-    font-size: 2em;
-    font-weight: bold;
+.guide-box ul {
+    color: rgba(255,255,255,0.9);
+    line-height: 1.8;
+    font-size: 1.1em;
+}
+
+.guide-box li {
+    margin-bottom: 12px;
+    transition: transform 0.2s ease;
+}
+
+.guide-box li:hover {
+    transform: translateX(10px);
+}
+
+.main-interface {
+    background: rgba(255,255,255,0.08);
+    backdrop-filter: blur(25px);
+    border: 1px solid rgba(255,255,255,0.15);
+    border-radius: 30px;
+    padding: 40px;
+    margin: 40px 0;
+    box-shadow: 0 25px 50px rgba(0,0,0,0.2);
+    animation: materialIn 1.8s ease-out;
+}
+
+@keyframes materialIn {
+    from { opacity: 0; transform: scale(0.9) translateY(50px); }
+    to { opacity: 1; transform: scale(1) translateY(0); }
+}
+
+.gr-button {
+    background: linear-gradient(135deg, #667eea 0%, #764ba2 100%) !important;
+    border: none !important;
+    border-radius: 15px !important;
+    padding: 15px 40px !important;
+    color: white !important;
+    font-weight: 600 !important;
+    font-size: 1.1em !important;
+    cursor: pointer !important;
+    transition: all 0.4s cubic-bezier(0.4, 0, 0.2, 1) !important;
+    box-shadow: 0 10px 25px rgba(102, 126, 234, 0.3) !important;
+    position: relative !important;
+    overflow: hidden !important;
+}
+
+.gr-button::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: -100%;
+    width: 100%;
+    height: 100%;
+    background: linear-gradient(90deg, transparent, rgba(255,255,255,0.3), transparent);
+    transition: left 0.6s;
+}
+
+.gr-button:hover::before {
+    left: 100%;
+}
+
+.gr-button:hover {
+    transform: translateY(-3px) !important;
+    box-shadow: 0 15px 35px rgba(102, 126, 234, 0.4) !important;
+    background: linear-gradient(135deg, #5a6fd8 0%, #6a4c93 100%) !important;
+}
+
+.gr-button:active {
+    transform: translateY(0px) !important;
+}
+
+.gr-form {
+    background: rgba(255,255,255,0.05) !important;
+    backdrop-filter: blur(15px) !important;
+    border: 1px solid rgba(255,255,255,0.1) !important;
+    border-radius: 20px !important;
+    padding: 25px !important;
+}
+
+.gr-input, .gr-textbox, .gr-dropdown {
+    background: rgba(255,255,255,0.1) !important;
+    border: 1px solid rgba(255,255,255,0.2) !important;
+    border-radius: 12px !important;
+    color: white !important;
+    backdrop-filter: blur(10px) !important;
+}
+
+.gr-input:focus, .gr-textbox:focus {
+    border-color: #667eea !important;
+    box-shadow: 0 0 20px rgba(102, 126, 234, 0.3) !important;
 }
 
 .footer {
     text-align: center;
     color: rgba(255,255,255,0.8);
-    margin-top: 30px;
-    padding: 20px;
+    margin-top: 50px;
+    padding: 30px;
+    font-size: 1.1em;
+    animation: fadeIn 2s ease-out;
+}
+
+@keyframes fadeIn {
+    from { opacity: 0; }
+    to { opacity: 1; }
+}
+
+.footer::before {
+    content: '✨';
+    display: inline-block;
+    margin-right: 10px;
+    animation: sparkle 2s ease-in-out infinite;
+}
+
+@keyframes sparkle {
+    0%, 100% { transform: scale(1) rotate(0deg); }
+    50% { transform: scale(1.2) rotate(180deg); }
+}
+
+/* Responsive Design */
+@media (max-width: 768px) {
+    #title { font-size: 2.5em; }
+    .stats-container { flex-direction: column; gap: 15px; }
+    .main-interface { padding: 25px; margin: 20px 0; }
+    .guide-box { padding: 25px; }
+}
+
+/* Loading Animation */
+.loading {
+    position: relative;
+}
+
+.loading::after {
+    content: '';
+    position: absolute;
+    top: 50%;
+    left: 50%;
+    width: 20px;
+    height: 20px;
+    border: 2px solid rgba(255,255,255,0.3);
+    border-top: 2px solid white;
+    border-radius: 50%;
+    animation: spin 1s linear infinite;
+    transform: translate(-50%, -50%);
+}
+
+@keyframes spin {
+    0% { transform: translate(-50%, -50%) rotate(0deg); }
+    100% { transform: translate(-50%, -50%) rotate(360deg); }
 }
 """
 
@@ -169,24 +391,29 @@ description = """
     <div class="stats-container">
         <div class="stat-item">
             <div class="stat-number">95%</div>
-            <div>Accuracy</div>
+            <div>Accuracy Rate</div>
         </div>
         <div class="stat-item">
-            <div class="stat-number"><1s</div>
-            <div>Processing</div>
+            <div class="stat-number">&lt;1s</div>
+            <div>Lightning Fast</div>
         </div>
         <div class="stat-item">
-            <div class="stat-number">AI</div>
-            <div>Powered</div>
+            <div class="stat-number">🤖</div>
+            <div>AI Powered</div>
+        </div>
+        <div class="stat-item">
+            <div class="stat-number">∞</div>
+            <div>Unlimited Use</div>
         </div>
     </div>
     
     <div class="guide-box">
-        <h3>🎯 Quick Guide</h3>
+        <h3>🚀 How It Works</h3>
         <ul>
-            <li><strong>📸 Focus on Faces:</strong> Upload clear images with visible faces</li>
-            <li><strong>⚡ Instant Results:</strong> Get real-time classification with confidence scores</li>
-            <li><strong>🎪 Try Examples:</strong> Use sample images below to test the model</li>
+            <li><strong>🎯 Advanced AI Detection:</strong> Our neural network analyzes facial features, textures, and patterns to detect AI-generated content</li>
+            <li><strong>📸 Simply Upload:</strong> Drag & drop or click to upload any face image - supports JPG, PNG, WebP formats</li>
+            <li><strong>⚡ Real-time Analysis:</strong> Get instant results with confidence scores and processing time</li>
+            <li><strong>🔒 Privacy First:</strong> Your images are processed securely and never stored on our servers</li>
         </ul>
     </div>
 </div>
@@ -202,7 +429,7 @@ except:
 with gr.Blocks(css=custom_css, title="Reality Check - AI Face Detector") as demo:
     gr.HTML(description)
     
-    with gr.Row():
+    with gr.Row(elem_classes="main-interface"):
         with gr.Column(scale=1):
             input_image = gr.Image(
                 type="pil",
@@ -228,6 +455,18 @@ with gr.Blocks(css=custom_css, title="Reality Check - AI Face Detector") as demo
                     label="⚡ Processing Time (seconds)",
                     show_label=True
                 )
+                
+                # Additional info section
+                gr.HTML("""
+                <div style="margin-top: 20px; padding: 20px; background: rgba(255,255,255,0.1); border-radius: 15px; backdrop-filter: blur(10px);">
+                    <h4 style="color: white; margin-bottom: 15px;">🔍 Detection Insights</h4>
+                    <div style="color: rgba(255,255,255,0.9); font-size: 0.9em; line-height: 1.6;">
+                        • <strong>Real faces</strong> show natural imperfections and organic patterns<br>
+                        • <strong>AI faces</strong> often have subtle artifacts in eyes, teeth, or background<br>
+                        • Higher confidence scores indicate more certain predictions
+                    </div>
+                </div>
+                """)
     
     # Submit button
     submit_btn = gr.Button(
@@ -254,7 +493,10 @@ with gr.Blocks(css=custom_css, title="Reality Check - AI Face Detector") as demo
     # Footer
     gr.HTML("""
     <div class="footer">
-        <p>🚀 Created with ❤️ | Powered by AI | Real Or Fake Detection</p>
+        <p>🚀 Powered by Advanced AI Technology | 🔒 Privacy-First Design | ⚡ Lightning Fast Results</p>
+        <div style="margin-top: 15px; font-size: 0.9em; opacity: 0.8;">
+            Built with ❤️ for the AI community | Real Or Fake Detection System
+        </div>
     </div>
     """)