Update app.py

app.py

@@ -35,10 +35,14 @@ def detect_faults(frame, results, frame_idx, fps):
             if roi.size == 0:
                 continue
             mean_intensity = np.mean(roi)
-
-            if mean_intensity > 200:
-                label = "Thermal Fault"
-                color = (255, 0, 0)
+            
+           area = (x2 - x1) * (y2 - y1)
+            if mean_intensity > 240:
+                label = "Burned Solar Panel" if area >= 10000 else "Burned Solar Cell"
+                color = (0, 0, 255)
+            elif mean_intensity > 200:
+                label = "Overheat"
+                color = (255, 165, 0)
             elif mean_intensity < 100:
                 label = "Dust Fault"
                 color = (0, 255, 0)
@@ -50,6 +54,10 @@ def detect_faults(frame, results, frame_idx, fps):
                 "Frame": frame_idx,
                 "Time (s)": timestamp,
                 "Fault Type": label,
+                "Confidence": round(float(box.conf[0]), 2) if box.conf is not None else None,
+                "Intensity": round(mean_intensity, 2),
+                "Box": f"({x1}, {y1}, {x2}, {y2})"
+                "Fault Type": label,
                 "X1": x1, "Y1": y1, "X2": x2, "Y2": y2
             })