diff --git a/scripts/evalFaceRecognition-LFW.sh b/scripts/evalFaceRecognition-LFW.sh
new file mode 100755
index 0000000..4f0e6c4
--- /dev/null
+++ b/scripts/evalFaceRecognition-LFW.sh
@@ -0,0 +1,26 @@
+#!/bin/bash
+
+ALGORITHM=FaceRecognition
+
+if [ ! -f evalFaceRecognition-LFW.sh ]; then
+  echo "Run this script from the scripts folder!"
+  exit
+fi
+
+if ! hash br 2>/dev/null; then
+  echo "Can't find 'br'. Did you forget to build and install OpenBR? Here's some help: http://openbiometrics.org/doxygen/latest/installation.html"
+  exit
+fi
+
+# Get the data
+./downloadDatasets.sh
+
+if [ ! -e Algorithm_Dataset ]; then
+  mkdir Algorithm_Dataset
+fi
+
+# Run the LFW test protocol
+br -useGui 0 -algorithm $ALGORITHM -path ../data/LFW/img/ -crossValidate 10 -pairwiseCompare ../data/LFW/sigset/test_image_restricted_target.xml ../data/LFW/sigset/test_image_restricted_query.xml ${ALGORITHM}_LFW.mtx -convert Output ${ALGORITHM}_lfw.mtx Algorithm_Dataset/${ALGORITHM}_LFW%1.eval
+
+# Plot results
+br -useGui 0 -plot Algorithm_Dataset/* 'lfw_results.pdf[smooth=Dataset,rocOptions[yLimits=(0,1)]]'