Update app.py

app.py

@@ -1,16 +1,66 @@
 import gradio as gr
+from PIL import Image
 import time
 from datetime import datetime
 import pytz
 
 print("Starting application at", datetime.now(pytz.timezone("Asia/Kolkata")).strftime("%Y-%m-%d %H:%M:%S IST"))
 
-# Minimal processing function
+# Simplified mock AI model
+def mock_ai_model(image):
+    print("Processing image in mock_ai_model at", datetime.now(pytz.timezone("Asia/Kolkata")).strftime("%Y-%m-%d %H:%M:%S IST"))
+    img = image.convert("RGB")
+    # Basic heuristic: assume interior work for now (adjustable)
+    milestone = "Interior Work"
+    percent_complete = 95
+    confidence_score = 0.92
+    print(f"Image processed: {milestone}, {percent_complete}%, Confidence: {confidence_score}")
+    return milestone, percent_complete, confidence_score
+
+# Image processing function with debugging
 def process_image(images, project_name, project_type):
+    print("Starting process_image at", datetime.now(pytz.timezone("Asia/Kolkata")).strftime("%Y-%m-%d %H:%M:%S IST"))
     if not images:
+        print("No images uploaded")
         return "<p style='color: red;'>No images uploaded.</p>", "Pending", "", "", "0%"
-    results = [f"Image {i+1}: Processing..." for i in range(len(images))]
-    return "<div><h3>Results:</h3><ul>" + "".join(f"<li>{r}</li>" for r in results) + "</ul></div>", "Success", "Processing", "0.90", "50%"
+    if not project_name:
+        print("No project name provided")
+        return "<p style='color: red;'>Project Name is required.</p>", "Pending", "", "", "0%"
+
+    results = []
+    all_percentages = []
+    all_milestones = set()
+    max_percent_complete = 0
+    dominant_milestone = None
+
+    for idx, image_path in enumerate(images):
+        try:
+            print(f"Processing image {idx+1} at", datetime.now(pytz.timezone("Asia/Kolkata")).strftime("%Y-%m-%d %H:%M:%S IST"))
+            img = Image.open(image_path)
+            milestone, percent_complete, confidence_score = mock_ai_model(img)
+            results.append(f"Image {idx+1}: {milestone} - {percent_complete}% completion (Confidence: {confidence_score})")
+            all_percentages.append(percent_complete)
+            all_milestones.add(milestone)
+            if percent_complete > max_percent_complete:
+                max_percent_complete = percent_complete
+                dominant_milestone = milestone
+        except Exception as e:
+            print(f"Error processing image {idx+1}: {str(e)}")
+            results.append(f"Image {idx+1}: Error - {str(e)}")
+
+    average_percent_complete = round(sum(all_percentages) / len(all_percentages), 2) if all_percentages else 0
+    all_milestones_str = ", ".join(all_milestones)
+
+    output_html = "<div style='text-align: left;'>"
+    output_html += "<h3>Processing Results:</h3><ul>"
+    for result in results:
+        output_html += f"<li>{result}</li>"
+    output_html += "</ul>"
+    output_html += f"<p><strong>Project Record Created:</strong> {project_name} - {dominant_milestone or 'No milestone'} (Highest: {max_percent_complete}%, Average: {average_percent_complete}%, Milestones: {all_milestones_str})</p>"
+    output_html += "</div>"
+
+    print("Finished process_image at", datetime.now(pytz.timezone("Asia/Kolkata")).strftime("%Y-%m-%d %H:%M:%S IST"))
+    return output_html, "Success", dominant_milestone or "", str(max([0.90] if not all_percentages else [c for _, c in [(m, 0.90) for m in all_milestones)])), f"{max_percent_complete}%"
 
 # Gradio UI
 with gr.Blocks(css="""
@@ -39,7 +89,7 @@ try:
     demo.launch(share=True, debug=True)
     print("Gradio interface launched successfully at", datetime.now(pytz.timezone("Asia/Kolkata")).strftime("%Y-%m-%d %H:%M:%S IST"))
     while True:
-        time.sleep(10)  # Keep the app alive
+        time.sleep(10)
 except Exception as e:
     print(f"Failed to launch Gradio interface: {str(e)}")
     raise