diff --git a/scripts/datasets.txt b/scripts/README.md
similarity index 98%
rename from scripts/datasets.txt
rename to scripts/README.md
index 8151c083..0c8327f0 100644
--- a/scripts/datasets.txt
+++ b/scripts/README.md
@@ -1,6 +1,6 @@
 
 
-Datasets:
+### Datasets:
 
 Pascal VOC: http://host.robots.ox.ac.uk/pascal/VOC/voc2012/index.html
 
diff --git a/scripts/get_imagenet_train.sh b/scripts/get_imagenet_train.sh
new file mode 100644
index 00000000..b3578423
--- /dev/null
+++ b/scripts/get_imagenet_train.sh
@@ -0,0 +1,17 @@
+#!/bin/bash
+
+wget http://www.image-net.org/challenges/LSVRC/2012/nnoupb/ILSVRC2012_img_train.tar
+mkdir -p ILSVRC2012_img_train
+tar --force-local -xf ILSVRC2012_img_train.tar -C ILSVRC2012_img_train
+
+wd=`pwd`
+
+for f in ILSVRC2012_img_train/*.tar;
+do
+name=$(echo "$f" | cut -f 1 -d '.')
+mkdir "${wd}/${name}"
+tar --force-local -xf "${wd}/${f}" -C "${wd}/${name}"
+done
+
+find "${wd}/ILSVRC2012_img_train" -name \*.JPEG > imagenet1k.train.list
+