diff --git a/meta-digi-arm/conf/machine/include/imx-digi-base.inc b/meta-digi-arm/conf/machine/include/imx-digi-base.inc
index f0ea6bc5a..09d6c863a 100644
--- a/meta-digi-arm/conf/machine/include/imx-digi-base.inc
+++ b/meta-digi-arm/conf/machine/include/imx-digi-base.inc
@@ -280,6 +280,7 @@ PREFERRED_VERSION_optee-test:mx9-nxp-bsp   ??= "3.19.0.imx"
 
 # Machine learning backports from NXP's lf-6.1.1_1.0.0 release
 PREFERRED_VERSION_deepview-rt:ccimx93 = "2.4.46.1-aarch64"
+PREFERRED_VERSION_ethos-u-vela:ccimx93 = "3.6.0"
 PREFERRED_VERSION_flatbuffers:ccimx93 = "2.0.7"
 PREFERRED_VERSION_flatbuffers-native:ccimx93 = "2.0.7"
 PREFERRED_VERSION_tensorflow-lite:ccimx93 = "2.10.0"
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-driver-stack/ethos-u-driver-stack_22.08.bbappend b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-driver-stack/ethos-u-driver-stack_22.08.bbappend
new file mode 100644
index 000000000..7056e97c0
--- /dev/null
+++ b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-driver-stack/ethos-u-driver-stack_22.08.bbappend
@@ -0,0 +1,6 @@
+# Copyright (C) 2023 Digi International
+
+LIC_FILES_CHKSUM = "file://LICENSE.txt;md5=e3fc50a88d0a364313df4b21ef20c29e"
+
+SRCBRANCH = "lf-6.1.1_1.0.0"
+SRCREV = "ca1a424bcd00758e0b50043ac7f8a3ff214e9ed8"
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-driver-stack/ethos-u-firmware_22.08.bbappend b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-driver-stack/ethos-u-firmware_22.08.bbappend
new file mode 100644
index 000000000..2a73b9bcf
--- /dev/null
+++ b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-driver-stack/ethos-u-firmware_22.08.bbappend
@@ -0,0 +1,10 @@
+# Copyright (C) 2023 Digi International
+
+LIC_FILES_CHKSUM = "\
+    file://LICENSE.txt;md5=e3fc50a88d0a364313df4b21ef20c29e \
+    file://LICENSE-GPL-2.0.txt;md5=b234ee4d69f5fce4486a80fdaf4a4263 \
+    file://LICENSE-BSD-3.txt;md5=0858ec9c7a80c4a2cf16e4f825a2cc91 \
+"
+
+SRCBRANCH = "lf-6.1.1_1.0.0"
+SRCREV = "c80a413664f650c366fc4721474a3fe1d1503eb5"
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-vela/ethos-u-vela_3.6.0.bb b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-vela/ethos-u-vela_3.6.0.bb
new file mode 100644
index 000000000..031be0fda
--- /dev/null
+++ b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-vela/ethos-u-vela_3.6.0.bb
@@ -0,0 +1,28 @@
+# Copyright 2022 NXP
+DESCRIPTION = "The vela tool is used to compile a TensorFlow Lite for \
+Microcontrollers neural network model into an optimised version that \
+can run on an embedded system containing an Arm Ethos-U NPU"
+LICENSE = "Apache-2.0"
+LIC_FILES_CHKSUM = "file://LICENSE.txt;md5=e3fc50a88d0a364313df4b21ef20c29e"
+DEPENDS = "python3-pip-native python3-wheel-native flatbuffers python3-numpy python3-lxml"
+
+SRC_URI = "${VELA_SRC};branch=${SRCBRANCH}"
+VELA_SRC ?= "git://github.com/nxp-imx/ethos-u-vela.git;protocol=https"
+SRCBRANCH = "lf-6.1.1_1.0.0"
+SRCREV = "8b138a2e6880e31bd199764db9c5177c46bd5579" 
+
+S = "${WORKDIR}/git"
+
+inherit setuptools3
+
+do_compile[network] = "1"
+do_compile:prepend() {
+    export HTTP_PROXY=${http_proxy}
+    export HTTPS_PROXY=${https_proxy}
+    export http_proxy=${http_proxy}
+    export https_proxy=${https_proxy}
+}
+
+RDEPENDS:${PN} += "flatbuffers python3-numpy python3-lxml"
+
+COMPATIBLE_MACHINE = "(mx93-nxp-bsp)"