Fixed unknown face causing error

.vscode/launch.json

@@ -4,9 +4,19 @@
     // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
     "version": "0.2.0",
     "configurations": [
+        {
+            "name": "Quick Debug",
+            "type": "python",
+            "request": "launch",
+            "module": "wyzely_detect",
+            "args": [
+                "--run-scale", "0.25", "--view-scale", "0.5", "--no-remove-representations"
+            ],
+            "justMyCode": true
+        },
         {
             // "name": "Python: Module",
-            "name": "Debug Wyzely Detect",
+            "name": "Full Debug",
             "type": "python",
             "request": "launch",
             "module": "wyzely_detect",

deepface-test.ipynb

@@ -36,7 +36,7 @@
     "# cv2.imwrite(str(uuid_path), frame)\n",
     "# dfs = DeepFace.find(img_path=str(uuid_path), db_path = \"faces\")\n",
     "# Don't throw an error if no face is detected (enforce_detection=False)\n",
-    "dfs = DeepFace.find(frame, db_path = \"faces\", enforce_detection=False, silent=False, model_name=\"ArcFace\", detector_backend=\"opencv\")\n",
+    "dfs = DeepFace.find(frame, db_path = \"faces\", enforce_detection=True, silent=False, model_name=\"ArcFace\", detector_backend=\"opencv\")\n",
     "# Get the identity of the person\n",
     "for i, pd_dataframe in enumerate(dfs):\n",
     "    # Sort the dataframe by confidence\n",

wyzely_detect/utils/utils.py

@@ -138,7 +138,12 @@ def recognize_face(
         # The last row is the highest confidence
         # So we can just grab the path from there
         # iloc = Integer LOCation
-        path_to_image = Path(df.iloc[-1]["identity"])
+        try:
+            path_to_image = Path(df.iloc[-1]["identity"])
+        # Seems this is caused when someone steps into frame and their face is detected but not recognized
+        except IndexError:
+            print("Face present but not recognized")
+            return None
         # If the parent name is the same as the path to the database, then set label to the image name instead of the parent name
         if path_to_image.parent == Path(path_to_directory):
             label = path_to_image.name