Delete services/detection_service.py

services/detection_service.py

@@ -1,37 +0,0 @@
-'''
-from transformers import pipeline
-import cv2
-
-object_detector = pipeline("object-detection", model="facebook/detr-resnet-50")
-
-def detect_objects(image_path):
-    image = cv2.imread(image_path)
-    results = object_detector(image)
-    return [r for r in results if r['score'] > 0.7]
-
-'''
-
-# services/detection_service.py
-
-from transformers import pipeline
-from PIL import Image
-
-# ✅ Load Hugging Face DETR pipeline properly
-object_detector = pipeline("object-detection", model="facebook/detr-resnet-50")
-
-def detect_objects(image_path):
-    """
-    Detect objects using Hugging Face DETR pipeline.
-    - Accepts a file path to a local image.
-    - Converts image to PIL format.
-    - Feeds into Hugging Face detector.
-    - Returns list of high-confidence detections.
-    """
-    # ✅ Correct way: Open image properly
-    image = Image.open(image_path).convert("RGB")
-
-    # ✅ Run inference
-    results = object_detector(image)
-
-    # ✅ Return only high-confidence detections
-    return [r for r in results if r['score'] > 0.7]