diff --git a/IndicoIo/images/facial_features.py b/IndicoIo/images/facial_features.py
index e69de29..0ac9775 100644
--- a/IndicoIo/images/facial_features.py
+++ b/IndicoIo/images/facial_features.py
@@ -0,0 +1,17 @@
+import json
+
+import requests
+import numpy as np
+
+TEST_GOOD_FACE = np.linspace(0,50,48*48).reshape(48,48).tolist()
+TEST_BAD_FACE = np.linspace(0,50,56*56).reshape(56,56).tolist()
+
+base_url = lambda c: "http://localhost/api/features/%s" % c
+headers = {'Content-type': 'application/json', 'Accept': 'text/plain'}
+
+def facial(face):
+    data_dict = json.dumps({"datums": face})
+    response = requests.post(base_url("facial"), data=data_dict, headers=headers)
+    return response.content
+
+print facial(TEST_BAD_FACE)