From 72e37a252aa59ac620d441548a3740f0ab8fdcfc Mon Sep 17 00:00:00 2001
From: Benjamin Loison <benjamin_loison@users.noreply.gitea.lemnoslife.com>
Date: Fri, 22 Mar 2024 13:59:41 +0100
Subject: [PATCH] Add `algorithms/distance/rmsdiff.py`

---
 algorithms/distance/rmsdiff.py | 14 ++++++++++++++
 1 file changed, 14 insertions(+)
 create mode 100644 algorithms/distance/rmsdiff.py

diff --git a/algorithms/distance/rmsdiff.py b/algorithms/distance/rmsdiff.py
new file mode 100644
index 0000000..c30a1a8
--- /dev/null
+++ b/algorithms/distance/rmsdiff.py
@@ -0,0 +1,14 @@
+from PIL import ImageChops
+import math
+import operator
+import functools
+
+def rmsdiff(im1, im2):
+    "Calculate the root-mean-square difference between two images"
+
+    h = ImageChops.difference(im1, im2).histogram()
+
+    # calculate rms
+    return math.sqrt(functools.reduce(operator.add,
+        map(lambda h, i: h*(i**2), h, range(256))
+    ) / (float(im1.size[0]) * im1.size[1]))