diff --git a/deepface/DeepFace.py b/deepface/DeepFace.py
index 35e4f5b..3cb97a0 100644
--- a/deepface/DeepFace.py
+++ b/deepface/DeepFace.py
@@ -435,7 +435,16 @@ def find(img_path, db_path
 			distances = []
 			for index, instance in df.iterrows():
 				source_representation = instance["representation"]
-				distance = dst.findCosineDistance(source_representation, target_representation)
+				
+				if distance_metric == 'cosine':
+					distance = dst.findCosineDistance(source_representation, target_representation)
+				elif distance_metric == 'euclidean':
+					distance = dst.findEuclideanDistance(source_representation, target_representation)
+				elif distance_metric == 'euclidean_l2':
+					distance = dst.findEuclideanDistance(dst.l2_normalize(source_representation), dst.l2_normalize(target_representation))
+				else:
+					raise ValueError("Invalid distance_metric passed - ", distance_metric)
+				
 				distances.append(distance)
 		
 			df["distance"] = distances