Yolo model logging added

agents/visual_counter.py

@@ -184,15 +184,31 @@ class VisualCounterAgent:
                         low_confidence.append(str(path))
                         continue
 
+                    photo_name = Path(path).name
+                    logger.info(
+                        "VisualCounter[%s]: raw detections (conf>%.2f): %s",
+                        photo_name, CONF_THRESHOLD, dict(counts),
+                    )
+
                     if not counts:
                         low_confidence.append(str(path))
                         continue
 
                     # Map class names → product_ids and aggregate
+                    mapped: Dict[str, int] = {}
+                    unmapped: List[str] = []
                     for class_name, cnt in counts.items():
                         pid = self._class_name_to_product_id(class_name)
                         key = pid if pid else class_name
                         aggregated[key] = aggregated.get(key, 0) + cnt
+                        if pid:
+                            mapped[pid] = mapped.get(pid, 0) + cnt
+                        else:
+                            unmapped.append(class_name)
+                    logger.info(
+                        "VisualCounter[%s]: mapped to catalog=%s; unmapped classes=%s",
+                        photo_name, mapped, unmapped,
+                    )
 
             except Exception as e:
                 exception.append(e)