similarity code is updated07

app/Hackathon_setup/face_recognition.py

@@ -91,8 +91,9 @@ def get_similarity(img1, img2):
 
     # YOUR CODE HERE, return similarity measure using your model
     feature_net.eval()
-
-    output1,output2 = feature_net(face1,face2)
+    normalized_face1 = F.normalize(face1, p=2, dim=1)
+    normalized_face2 = F.normalize(face2, p=2, dim=1)
+    output1,output2 = feature_net(normalized_face1,normalized_face2)
     euclidean_distance = F.pairwise_distance(output1, output2)
     #pairwise - more distance means less similarity
     #cosine similarity - more means more similarity btwn 2 arrays