diff --git a/scripts/evalFaceRecognition-BLUFR.sh b/scripts/evalFaceRecognition-BLUFR.sh
new file mode 100644
index 0000000..d6bdcef
--- /dev/null
+++ b/scripts/evalFaceRecognition-BLUFR.sh
@@ -0,0 +1,27 @@
+#!/bin/bash
+
+#input algorithm string as argument
+ALGORITHM=$1
+
+if [ ! -f evalFaceRecognition-BLUFR.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/docs/install/index.html"
+	exit
+fi
+
+# Get the data
+./downloadDatasets.sh
+
+if [ ! -e Algorithm_Split ]; then
+	mkdir Algorithm_Split
+fi
+
+for i in `seq 1 10`; do
+	br -algorithm ${ALGORITHM} -path ../data/LFW/img -train ../data/LFW/sigset/BLUFR/split${i}/train${i}.xml -compare ../data/LFW/sigset/BLUFR/split${i}/gallery${i}.xml ../data/LFW/sigset/BLUFR/split${i}/probe${i}.xml Algorithm_Split/newAlgorithm_BLUFR${i}.eval
+done
+
+br -plot Algorithm_Split/* BLUFR.pdf[smooth=Split]
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