diff --git a/meta-digi-dey/recipes-core/images/core-image-base.bbappend b/meta-digi-dey/recipes-core/images/core-image-base.bbappend
new file mode 100644
index 000000000..d04a7dae1
--- /dev/null
+++ b/meta-digi-dey/recipes-core/images/core-image-base.bbappend
@@ -0,0 +1,13 @@
+#
+# Copyright (C) 2016 Digi International.
+#
+
+IMAGE_FEATURES += " \
+    dey-network \
+    package-management \
+    ssh-server-dropbear \
+    ${@bb.utils.contains('MACHINE_FEATURES', 'accel-video', 'dey-gstreamer', '', d)} \
+    ${@bb.utils.contains('MACHINE_FEATURES', 'alsa', 'dey-audio', '', d)} \
+    ${@bb.utils.contains('MACHINE_FEATURES', 'bluetooth', 'dey-bluetooth', '', d)} \
+    ${@bb.utils.contains('MACHINE_FEATURES', 'wifi', 'dey-wireless', '', d)} \
+"