diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..026c945
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,14 @@
+# Created by venv; see https://docs.python.org/3/library/venv.html
+ShipD/
+ShipGen/
+Scripts/
+Lib/
+Include/
+share/
+TrainingData/*
+OutputData/*
+anomaly_map.png
+originaly_map.png
+pyvenv.cfg
+modified_model.stl
+sample_Hull_Mesh.stl
\ No newline at end of file
diff --git a/main.py b/main.py
index 2376cab..841e420 100644
--- a/main.py
+++ b/main.py
@@ -44,10 +44,10 @@ def run_detection(fileLocation, clip):
         'log_kernel': 1.5  # LoG kernel size
     }
     anomaly_map_value = get_anomaly_map(npArray, params) 
-    if (clip == 1):
+    if (clip == 1): #clips to [0, 1]
         anomaly_map_value = np.clip(anomaly_map_value, 0, 1)          
         # limit range from 0 - 1. If outside, round to that value
-    elif (clip == 2):
+    elif (clip == 2): #binary
         anomaly_map_value = np.where(anomaly_map_value >= 0.5, 1, 0)  
         # set value to either 0 or 1. rounds up if >= 0.5, else down
     return (npArray, anomaly_map_value) # returns original, and analyzed version for comparison.