Update app.py

app.py

@@ -16,14 +16,32 @@ def analyze_food(image):
     
     # Step 4: Estimate portion size
     portion_size = estimate_portion_size(image)
-    
-    return {"Food Items": food_items, "Nutrition": nutrition_data, "Portion Size": portion_size}
+
+    # Format output
+    description = f"Detected {len(food_items)} food items: {', '.join(food_items)}.\n\n"
+    description += f"Portion size: {portion_size}.\n\n"
+    description += "Nutritional Information:\n"
+
+    for food, nutrients in nutrition_data.items():
+        if "Error" in nutrients:
+            description += f"- {food}: {nutrients['Error']}\n"
+        else:
+            description += (
+                f"- {food}:\n"
+                f"  - Energy: {nutrients['Energy (kcal)']} kcal\n"
+                f"  - Protein: {nutrients['Protein (g)']} g\n"
+                f"  - Carbs: {nutrients['Carbs (g)']} g\n"
+                f"  - Fiber: {nutrients['Fiber (g)']} g\n"
+                f"  - Fat: {nutrients['Fat (g)']} g\n"
+                f"  - Sugar: {nutrients['Sugar (g)']} g\n"
+            )
+    return description
 
 # Gradio Interface
 iface = gr.Interface(
     fn=analyze_food,
     inputs=gr.Image(type="pil"),
-    outputs="json",
+    outputs="text",
     title="Diet Nutrition Analyzer",
     description="Upload an image of your food plate to analyze nutrition and portion size."
 )