Update app.py

app.py

@@ -309,42 +309,54 @@ with gr.Blocks() as demo:
             out_gallery = [gr.Plot() for _ in range(8)]
             plot_button.click(fn=plot_all, inputs=[], outputs=out_gallery)
 
-        with gr.Tab("Random Forest"):
-            gr.Image(value="rf.png", label="Random Forest Output")
-
-        with gr.Tab("Decision Tree"):
-            gr.Markdown("**Confusion Matrix**")
-            gr.Image(value="tree_cm.png", label="Confusion Matrix")
-            gr.Markdown("**Decision Tree Visualization**")
-            gr.Image(value="tree.png", label="Tree Structure")
-            
-
-        with gr.Tab("1D CNN (Raw Data)"):
-            gr.Image(value="1d.png", label="1D CNN Output")
+        with gr.Tab("Models"):
+            with gr.Tabs():
+                with gr.Tab("Random Forest"):
+                    gr.Image(value="rf.png", label="Random Forest Output")
+
+                with gr.Tab("Decision Tree"):
+                    gr.Markdown("**Confusion Matrix**")
+                    gr.Image(value="tree_cm.png", label="Confusion Matrix")
+                    gr.Markdown("**Decision Tree Visualization**")
+                    gr.Image(value="tree.png", label="Tree Structure")
+
+                with gr.Tab("1D CNN (Raw Data)"):
+                    gr.Image(value="1d.png", label="1D CNN Output")
+
         with gr.Tab("Takeaways"):
-            gr.Markdown("## 🌾 Spectroscopy: Transforming the Dairy Sector")
+            gr.Markdown("## 🌿 Why Spectroscopy Matters in the Dairy Ecosystem")
+
+            gr.Markdown("### 👨‍🌾 Farmers")
+            gr.Markdown("""
+        - ✅ Enables **quick, non-destructive testing** of milk quality at the source.
+        - ⚠️ Allows **early detection** of spoilage, contamination, or adulteration.
+        - 💰 Supports **transparent and fair pricing** in cooperative and local markets.
+            """)
+        
+            gr.Markdown("### 🏛️ Government & Regulators")
             gr.Markdown("""
-### 👨‍🌾 Farmers
-- Quick, non-destructive testing of milk quality.
-- Early detection of spoilage or adulteration.
-- Enables fairer pricing in cooperative and market setups.
-
-### 🏧 Government
-- Strengthens food safety monitoring.
-- Ensures consistent quality across the supply chain.
-- Fosters innovation in rural/agricultural tech.
-
-### 🏢 Businesses & Cooperatives
-- Real-time quality control in logistics.
-- Cost-effective compared to traditional labs.
-- Enhances trust through transparency.
-
----
-
-### 💡 Final Note on Healthy Living
-> “Milk is nature’s first food – and it should remain pure. Spectroscopy empowers us to ensure it stays that way.”  
-Stay curious. Stay healthy.
-""")
-    demo.launch(server_name="0.0.0.0", server_port=7860, ssr_mode=False)
+        - 🛡️ Reinforces **food safety and public health** monitoring systems.
+        - 📊 Ensures **consistency and traceability** across the dairy supply chain.
+        - 🚀 Encourages **innovation in agricultural technologies** and rural development.
+            """)
+        
+            gr.Markdown("### 🏭 Businesses & Cooperatives")
+            gr.Markdown("""
+        - ⏱️ Facilitates **real-time quality control** during production and logistics.
+        - 💡 Reduces dependency on slow, expensive lab tests.
+        - 🤝 Builds **consumer trust** through transparency and quality assurance.
+            """)
+        
+            gr.Markdown("---")
+            gr.Markdown("## 🧬 Parting Thought: Healthy Living Starts with Smart Choices")
+            gr.Markdown("""
+        > “Milk is nature’s first food – and spectroscopy helps us keep it honest, pure, and nutritious.”  
+        >  
+        > Embrace technology. Protect health.  
+        > Let's make every drop of milk safe and reliable – for everyone.
+            """)
+
+demo.launch(server_name="0.0.0.0", server_port=7860, ssr_mode=False)
+