diff --git a/data/ATT/README.md b/data/ATT/README.md
new file mode 100644
index 0000000..2d31160
--- /dev/null
+++ b/data/ATT/README.md
@@ -0,0 +1,5 @@
+## AT&T Database of Faces
+40 subjects with 10 images each.
+* [Website](http://www.cl.cam.ac.uk/research/dtg/attarchive/facedatabase.html)
+* [Paper](http://www.cl.cam.ac.uk/Research/DTG/attarchive/abstracts.html#55)
+* [Dataset](http://www.cl.cam.ac.uk/Research/DTG/attarchive/pub/data/att_faces.zip)
diff --git a/data/README.md b/data/README.md
index 5861118..1583ffb 100644
--- a/data/README.md
+++ b/data/README.md
@@ -1,17 +1,19 @@
 # Datasets
-* [BioID](BioID/README.md)
+* __[AT&T](ATT/README.md)__
+* __[BioID](BioID/README.md)__
 * [CUFS](CUFS/README.md)
 * [CUFSF](CUFSF/README.md)
-* [HFB](HFB/README.md)
+* [FDDB](FDDB/README.md) 
 * [FERET](FERET/README.md)
 * [FRGC](FRGC/README.md)
-* [LFW](LFW/LFW.md)
-* [MEDS](MEDS/README.md)
+* [HFB](HFB/README.md)
+* __[KTH](KTH/README.md)__
+* __[LFW](LFW/LFW.md)__
+* __[MEDS](MEDS/README.md)__
 * [MNIST](MNIST/README.md)
 * [PCSO](PCSO/README.md)
-* [KTH](KTH/README.md)
-* [FDDB](FDDB/README.md) 
 
-For both practical and legal reasons we only include images for some of the datasets in this repository.
+For both practical and legal reasons we don't include images for the datasets in this repository.
+Datasets in __bold__ can be downloaded automatically by running `scripts/downloadDatasets.sh`.
 Researchers should contact the respective owners of the other datasets in order to obtain a copy.
 The provided sigsets indicate how the images are expected to be arranged in directories, generally following the conventions established by the original authors.
diff --git a/scripts/downloadDatasets.sh b/scripts/downloadDatasets.sh
index 35130ae..37daff3 100755
--- a/scripts/downloadDatasets.sh
+++ b/scripts/downloadDatasets.sh
@@ -5,6 +5,21 @@ if [ ! -f downloadDatasets.sh ]; then
   exit
 fi
 
+# AT&T
+if [ ! -d ../data/ATT/img ]; then
+  echo "Downloading AT&T…"
+  if hash curl 2>/dev/null; then
+    curl -OL http://www.cl.cam.ac.uk/Research/DTG/attarchive/pub/data/att_faces.zip
+  else
+    wget http://www.cl.cam.ac.uk/Research/DTG/attarchive/pub/data/att_faces.zip
+  fi
+
+  unzip att_faces.zip -d att_faces
+  mv att_faces ../data/ATT/img
+  rm ../data/ATT/img/README att_faces.zip
+fi
+    
+
 # BioID
 if [ ! -d ../data/BioID/img ]; then
   echo "Downloading BioID..."
@@ -20,6 +35,24 @@ if [ ! -d ../data/BioID/img ]; then
   rm *.eye description.txt BioID-FaceDatabase-V1.2.zip
 fi
 
+# KTH
+if [ ! -d ../data/KTH/vid ]; then
+  echo "Downloading KTH..."
+  mkdir ../data/KTH/vid
+  for vidclass in {'boxing','handclapping','handwaving','jogging','running','walking'}; do
+    if hash curl 2>/dev/null; then
+      curl -OL http://www.nada.kth.se/cvap/actions/${vidclass}.zip
+    else
+      wget http://www.nada.kth.se/cvap/actions/${vidclass}.zip
+    fi
+    mkdir ../data/KTH/vid/${vidclass}
+    unzip ${vidclass}.zip -d ../data/KTH/vid/${vidclass}
+	rm ${vidclass}.zip
+  done
+  # this file is corrupted
+  rm -f ../data/KTH/vid/boxing/person01_boxing_d4_uncomp.avi
+fi
+
 # LFW
 if [ ! -d ../data/LFW/img ]; then
   echo "Downloading LFW..."
@@ -48,21 +81,3 @@ if [ ! -d ../data/MEDS/img ]; then
   mv data/*/*.jpg ../data/MEDS/img
   rm -r data NIST_SD32_MEDS-II_face.zip
 fi
-
-# KTH
-if [ ! -d ../data/KTH/vid ]; then
-  echo "Downloading KTH..."
-  mkdir ../data/KTH/vid
-  for vidclass in {'boxing','handclapping','handwaving','jogging','running','walking'}; do
-    if hash curl 2>/dev/null; then
-      curl -OL http://www.nada.kth.se/cvap/actions/${vidclass}.zip
-    else
-      wget http://www.nada.kth.se/cvap/actions/${vidclass}.zip
-    fi
-    mkdir ../data/KTH/vid/${vidclass}
-    unzip ${vidclass}.zip -d ../data/KTH/vid/${vidclass}
-	rm ${vidclass}.zip
-  done
-  # this file is corrupted
-  rm -f ../data/KTH/vid/boxing/person01_boxing_d4_uncomp.avi
-fi