Update services/plantation/plant_count.py

services/plantation/plant_count.py

@@ -15,12 +15,11 @@ def process_plants(frame):
         frame: Input frame (numpy array)
     Returns:
         list: List of detected plants
-        numpy array: Annotated frame with numbered labels
+        numpy array: Original frame (overlays handled elsewhere)
     """
     results = model(frame)
 
     detections = []
-    line_counter = 1  # Initialize counter for numbered labels
 
     for r in results:
         for box in r.boxes:
@@ -34,55 +33,10 @@ def process_plants(frame):
             xyxy = box.xyxy[0].cpu().numpy()
             x_min, y_min, x_max, y_max = map(int, xyxy)
 
-            # Add numbered label
-            detection_label = f"Line {line_counter} - {label.capitalize()} (Conf: {conf:.2f})"
             detections.append({
                 "type": label,
-                "label": detection_label,
                 "confidence": conf,
                 "coordinates": [x_min, y_min, x_max, y_max]
             })
 
-            # Draw bounding box and label
-            color = (34, 139, 34)  # ForestGreen for plants
-            cv2.rectangle(frame, (x_min, y_min), (x_max, y_max), color, 2)
-            cv2.putText(frame, detection_label, (x_min, y_min - 10), 
-                        cv2.FONT_HERSHEY_SIMPLEX, 0.5, color, 2)
-            
-            line_counter += 1
-
-    return detections, frame
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+    return detections, frame