diff --git a/.gitignore b/.gitignore
index f3c55d1..3ddd7a3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,5 +5,5 @@ __pycache__/
 *-checkpoint.ipynb
 /build
 /dist
-/main.spec
+/*.spec
 /tmp/
diff --git a/requirements.txt b/requirements.txt
index 8048b8f..d9a5c94 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,3 +4,4 @@ pyqt5-tools
 pyqtgraph
 pyod
 tensorflow
+pyinstaller
diff --git a/scripts/convert-ico.py b/scripts/convert-ico.py
new file mode 100644
index 0000000..1b055b4
--- /dev/null
+++ b/scripts/convert-ico.py
@@ -0,0 +1,10 @@
+import sys
+from PIL import Image
+from pathlib import Path as P
+
+args = sys.argv[1:]
+args = list(map(P, args))
+for f in args:
+    img=Image.open(str(f))
+    img.save(f'{f.with_suffix(".ico")}')
+
diff --git a/scripts/package-exe.cmd b/scripts/package-exe.cmd
new file mode 100644
index 0000000..7e12890
--- /dev/null
+++ b/scripts/package-exe.cmd
@@ -0,0 +1,2 @@
+python scripts/convert-ico.py ./splash.png
+pyinstaller ./Application.py --name OutlierDetect -w --noconfirm -i splash.ico
diff --git a/splash.ico b/splash.ico
new file mode 100644
index 0000000..bdcbd39
Binary files /dev/null and b/splash.ico differ