diff --git a/meta-iotqa/conf/test/refkit-image-computervision.manifest b/meta-iotqa/conf/test/refkit-image-computervision.manifest
index bd5a1a7c0f..21e04ae503 100644
--- a/meta-iotqa/conf/test/refkit-image-computervision.manifest
+++ b/meta-iotqa/conf/test/refkit-image-computervision.manifest
@@ -1,3 +1,4 @@
 # Tests for computervision profile
 oeqa.runtime.multimedia.realsense.realsense_headless
 oeqa.runtime.multimedia.opencl.opencl_viennacl_1
+oeqa.runtime.multimedia.opencv.opencv_dnn_1
diff --git a/meta-iotqa/lib/oeqa/runtime/multimedia/opencv/opencv_dnn_1.py b/meta-iotqa/lib/oeqa/runtime/multimedia/opencv/opencv_dnn_1.py
new file mode 100644
index 0000000000..08208f4057
--- /dev/null
+++ b/meta-iotqa/lib/oeqa/runtime/multimedia/opencv/opencv_dnn_1.py
@@ -0,0 +1,11 @@
+from oeqa.oetest import oeRuntimeTest
+
+class OpenCVDNN1Test(oeRuntimeTest):
+    def test_opencv_dnn_1(self):
+        # Classify an image using opencv-dnn
+        (status, output) = self.target.run('dnn-test.py /usr/share/Caffe/data/deploy.prototxt /usr/share/Caffe/models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel /usr/share/Caffe/data/dog.jpg')
+        # The dog must be identified as Saluki, gazelle hound. It's
+        # index 176.
+        self.assertEqual(status, 0, msg="Error messages: %s" % output)
+        lines = output.split("\n")
+        self.assertEqual(lines[-1], "176", msg="Misclassified image(%s): %s " % (lines[-1], output))
diff --git a/meta-openembedded b/meta-openembedded
index b063789560..d2da8b82cf 160000
--- a/meta-openembedded
+++ b/meta-openembedded
@@ -1 +1 @@
-Subproject commit b063789560bfb9c60a7a15277b5b3a9839b5ba74
+Subproject commit d2da8b82cfb2f8e55236751c1c56c9e7f3b5f68d
diff --git a/meta-refkit-computervision/recipes-computervision/caffe-bvlc-reference/caffe-bvlc-reference_0.1.bb b/meta-refkit-computervision/recipes-computervision/caffe-bvlc-reference/caffe-bvlc-reference_0.1.bb
new file mode 100644
index 0000000000..0ccc619570
--- /dev/null
+++ b/meta-refkit-computervision/recipes-computervision/caffe-bvlc-reference/caffe-bvlc-reference_0.1.bb
@@ -0,0 +1,60 @@
+# Copyright (C) 2017 Ismo Puustinen <ismo.puustinen@intel.com>
+# Released under the MIT license (see COPYING.MIT for the terms)
+
+DESCRIPTION = "Download the BVLC reference network as test data."
+HOMEPAGE = "https://github.com/BVLC/caffe/tree/master/models/bvlc_reference_caffenet"
+LICENSE = "BVLC-model-license & CC-BY-2.5 & BSD-3-Clause"
+SECTION = "tests"
+DEPENDS = ""
+
+# Image by Lilly M #
+# (https://en.wikipedia.org/wiki/Saluki#/media/File:Chart_perski_0002.jpg)
+# using CC BY 2.5 license (https://creativecommons.org/licenses/by/2.5/)
+LIC_FILES_CHKSUM = " \
+    file://${COMMON_LICENSE_DIR}/CC-BY-SA-3.0;md5=3248afbd148270ac7337a6f3e2558be5 \
+    file://${WORKDIR}/LICENSE;md5=650b869bd8ff2aed59c62bad2a22a821 \
+"
+
+SRC_URI = " \
+    http://dl.caffe.berkeleyvision.org/caffe_ilsvrc12.tar.gz;name=ilsvrc12 \
+    http://dl.caffe.berkeleyvision.org/bvlc_reference_caffenet.caffemodel;name=caffenet \
+    https://raw.githubusercontent.com/BVLC/caffe/f16b5f2eb96cbb97d9a4b2b7312a23cb16f43dac/models/bvlc_reference_caffenet/deploy.prototxt;name=deploy \
+    https://upload.wikimedia.org/wikipedia/commons/2/27/Chart_perski_0002.jpg;downloadfilename=dog.jpg;name=dog \
+    https://raw.githubusercontent.com/opencv/opencv_contrib/009d2efb75fbb0eded127864cb1ca932d58d1738/LICENSE;name=bsd3 \
+    file://dnn-test.py \
+    file://change_input_format.patch \
+"
+
+SRC_URI[ilsvrc12.md5sum] = "f963098ea0e785a968ca1eb634003a90"
+SRC_URI[ilsvrc12.sha256sum] = "e35c0c1994a21f7d8ed49d01881ce17ab766743d3b0372cdc0183ff4d0dfc491"
+
+SRC_URI[caffenet.md5sum] = "af678f0bd3cdd2437e35679d88665170"
+SRC_URI[caffenet.sha256sum] = "472d4a06035497b180636d8a82667129960371375bd10fcb6df5c6c7631f25e0"
+
+SRC_URI[deploy.md5sum] = "955051d11e44bd29dd87a25dd766ec23"
+SRC_URI[deploy.sha256sum] = "922248a4d2f6aac1cc8e7e5dbd996cc2ecd3356480d67c198f6cf96b12311a04"
+
+SRC_URI[dog.md5sum] = "76efa2a64d2c78078166f8f4ff375682"
+SRC_URI[dog.sha256sum] = "f163822499bdd03a3bf4d3cb437d52ab5082d51edbcb7c98f1c42101d6358c70"
+
+SRC_URI[bsd3.md5sum] = "650b869bd8ff2aed59c62bad2a22a821"
+SRC_URI[bsd3.sha256sum] = "7c34d28e784b202aa4998f477fd0aa9773146952d7f6fa5971369fcdda59cf48"
+
+do_patch_prepend() {
+    bb.utils.movefile(os.path.join(d.getVar("WORKDIR"), "deploy.prototxt"), d.getVar("S"))
+}
+
+do_install() {
+    install -d ${D}${datadir}/Caffe/models/bvlc_reference_caffenet/
+    install -d ${D}${datadir}/Caffe/data/ilsvrc12
+    install -d ${D}${bindir}
+
+    install ${WORKDIR}/synset_words.txt ${D}${datadir}/Caffe/data/ilsvrc12
+    install ${WORKDIR}/bvlc_reference_caffenet.caffemodel ${D}${datadir}/Caffe/models/bvlc_reference_caffenet/
+    install ${S}/deploy.prototxt ${D}${datadir}/Caffe/data/
+    install ${WORKDIR}/dog.jpg ${D}${datadir}/Caffe/data/
+    install -m 755 ${WORKDIR}/dnn-test.py ${D}${bindir}
+}
+
+FILES_${PN} += "${datadir}/Caffe/*"
+
diff --git a/meta-refkit-computervision/recipes-computervision/caffe-bvlc-reference/files/change_input_format.patch b/meta-refkit-computervision/recipes-computervision/caffe-bvlc-reference/files/change_input_format.patch
new file mode 100644
index 0000000000..bebd463a40
--- /dev/null
+++ b/meta-refkit-computervision/recipes-computervision/caffe-bvlc-reference/files/change_input_format.patch
@@ -0,0 +1,23 @@
+diff --git a/deploy.prototxt b/deploy.prototxt
+index 907116e..a3de789 100644
+--- a/deploy.prototxt
++++ b/deploy.prototxt
+@@ -1,10 +1,11 @@
+ name: "CaffeNet"
+-layer {
+-  name: "data"
+-  type: "Input"
+-  top: "data"
+-  input_param { shape: { dim: 10 dim: 3 dim: 227 dim: 227 } }
+-}
++
++input: "data"
++input_dim: 10
++input_dim: 3
++input_dim: 224
++input_dim: 224
++
+ layer {
+   name: "conv1"
+   type: "Convolution"
+
diff --git a/meta-refkit-computervision/recipes-computervision/caffe-bvlc-reference/files/dnn-test.py b/meta-refkit-computervision/recipes-computervision/caffe-bvlc-reference/files/dnn-test.py
new file mode 100755
index 0000000000..db0fabcfef
--- /dev/null
+++ b/meta-refkit-computervision/recipes-computervision/caffe-bvlc-reference/files/dnn-test.py
@@ -0,0 +1,34 @@
+#!/usr/bin/env python3
+
+# Classify an image using a suitable model. The image conversion magic
+# is from
+# https://github.com/opencv/opencv_contrib/blob/master/modules/dnn/samples/googlenet_python.py
+# (3-clause BSD license).
+
+import numpy as np
+import cv2
+import sys
+
+if len(sys.argv) != 4:
+    print("Usage: dnn.py <prototxt> <caffemodel> <image>")
+    sys.exit(1)
+
+cv2.ocl.setUseOpenCL(False)
+
+# read the image
+test_img = cv2.imread(sys.argv[3])
+
+# resize
+resized = cv2.resize(test_img, (224,224))
+converted = np.moveaxis(resized, 2, 0)
+data = np.reshape(converted.astype(np.float32), (-1, 3, 224, 224))
+
+# initialize network
+net = cv2.dnn.readNetFromCaffe(sys.argv[1], sys.argv[2])
+net.setBlob(".data", data)
+
+# run the network
+net.forward()
+
+# print the class
+print(str(net.getBlob("prob").argmax()))
diff --git a/meta-refkit-computervision/recipes-computervision/packagegroups/packagegroup-computervision-test.bb b/meta-refkit-computervision/recipes-computervision/packagegroups/packagegroup-computervision-test.bb
index 8568ee9b6a..cd2d37b9c0 100644
--- a/meta-refkit-computervision/recipes-computervision/packagegroups/packagegroup-computervision-test.bb
+++ b/meta-refkit-computervision/recipes-computervision/packagegroups/packagegroup-computervision-test.bb
@@ -8,4 +8,5 @@ RDEPENDS_${PN} = " \
     python3-opencv \
     librealsense-examples \
     viennacl-examples \
+    caffe-bvlc-reference \
 "
diff --git a/meta-refkit-core/bbappends/meta-openembedded/meta-oe/recipes-support/lvm2/lvm2_%.bbappend b/meta-refkit-core/bbappends/meta-openembedded/meta-oe/recipes-support/lvm2/lvm2_%.bbappend
new file mode 100644
index 0000000000..a0ecb5799a
--- /dev/null
+++ b/meta-refkit-core/bbappends/meta-openembedded/meta-oe/recipes-support/lvm2/lvm2_%.bbappend
@@ -0,0 +1,2 @@
+# Add missing runtime dependency to udev rule files.
+RDEPENDS_${PN}-udevrules_append_class-target = " lvm2"
diff --git a/meta-refkit-core/conf/distro/include/refkit-config.inc b/meta-refkit-core/conf/distro/include/refkit-config.inc
index ba9cc320b7..c7c147219a 100644
--- a/meta-refkit-core/conf/distro/include/refkit-config.inc
+++ b/meta-refkit-core/conf/distro/include/refkit-config.inc
@@ -135,8 +135,14 @@ PACKAGECONFIG_append_pn-ovmf_df-refkit-config = " secureboot"
 # only build minimal gstreamer1.0-plugins-bad
 PACKAGECONFIG_pn-gstreamer1.0-plugins-bad_df-refkit-config ?= ""
 
-# Enable OpenCL.
-PACKAGECONFIG_append_pn-opencv_df-refkit-config = " opencl"
+# Enable OpenCL and DNN modules.
+PACKAGECONFIG_append_pn-opencv_df-refkit-config = " opencl dnn"
+
+#########################################################################
+# Changes that normally are better suited for a .bbappend have
+# to be done here if the corresponding .bb file is not guaranteed
+# to be present (i.e. outside of OE-core).
+#########################################################################
 
 # Use nftables instead of iptables.
 PACKAGECONFIG_remove_pn-connman_df-refkit-config = "iptables"
diff --git a/meta-refkit/conf/distro/include/refkit-supported-recipes.txt b/meta-refkit/conf/distro/include/refkit-supported-recipes.txt
index 3c5c68aef2..3fac6632c5 100644
--- a/meta-refkit/conf/distro/include/refkit-supported-recipes.txt
+++ b/meta-refkit/conf/distro/include/refkit-supported-recipes.txt
@@ -64,6 +64,7 @@ bubblewrap@flatpak-layer
 busybox@core
 bzip2@core
 ca-certificates@core
+caffe-bvlc-reference@refkit-computervision
 cairo@core
 cantarell-fonts@core
 catkin-runtime@ros-layer