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 55eb59536..5694fb36f 100644
--- a/meta-digi-arm/conf/machine/include/imx-digi-base.inc
+++ b/meta-digi-arm/conf/machine/include/imx-digi-base.inc
@@ -278,14 +278,15 @@ PREFERRED_VERSION_optee-client:mx9-nxp-bsp ??= "3.21.0.imx"
 PREFERRED_VERSION_optee-test:mx8-nxp-bsp   ??= "3.19.0.imx"
 PREFERRED_VERSION_optee-test:mx9-nxp-bsp   ??= "3.21.0.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"
+# Machine learning backports from NXP's lf-6.1.36-2.1.0 release
+PREFERRED_VERSION_ethos-u-vela:ccimx93 = "3.8.0"
 PREFERRED_VERSION_flatbuffers:ccimx93 = "2.0.7"
 PREFERRED_VERSION_flatbuffers-native:ccimx93 = "2.0.7"
-PREFERRED_VERSION_tensorflow-lite:ccimx93 = "2.10.0"
-PREFERRED_VERSION_tensorflow-lite-host-tools:ccimx93 = "2.10.0"
-PREFERRED_VERSION_tensorflow-lite-host-tools-native:ccimx93 = "2.10.0"
+PREFERRED_VERSION_onnxruntime:ccimx93 = "1.13.1"
+PREFERRED_VERSION_onnxruntime-native:ccimx93 = "1.13.1"
+PREFERRED_VERSION_tensorflow-lite:ccimx93 = "2.11.1"
+PREFERRED_VERSION_tensorflow-lite-host-tools:ccimx93 = "2.11.1"
+PREFERRED_VERSION_tensorflow-lite-host-tools-native:ccimx93 = "2.11.1"
 
 # Optee runtime packages to install
 OPTEE_PKGS ??= "optee-client optee-os"
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-fsl/packagegroup/packagegroup-imx-ml.bbappend b/meta-digi-dey/dynamic-layers/meta-ml/recipes-fsl/packagegroup/packagegroup-imx-ml.bbappend
index 115c1e62a..fdb3bab58 100644
--- a/meta-digi-dey/dynamic-layers/meta-ml/recipes-fsl/packagegroup/packagegroup-imx-ml.bbappend
+++ b/meta-digi-dey/dynamic-layers/meta-ml/recipes-fsl/packagegroup/packagegroup-imx-ml.bbappend
@@ -1,5 +1,10 @@
 # Copyright 2023 Digi International Inc.
 
+ML_NNSTREAMER_PKGS_LIST:remove = "nnstreamer-deepview-rt"
+
+ML_PKGS:mx9-nxp-bsp:remove = "deepview-rt-examples"
+ML_PKGS:mx9-nxp-bsp:append = " modelrunner"
+
 # ARM ethos-u package
 ETHOS_U_PKGS:append:mx93-nxp-bsp = " \
     eiq-examples \
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/arm-compute-library/arm-compute-library_22.05.bbappend b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/arm-compute-library/arm-compute-library_22.05.bbappend
index c7e0fe2b6..33acf4538 100644
--- a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/arm-compute-library/arm-compute-library_22.05.bbappend
+++ b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/arm-compute-library/arm-compute-library_22.05.bbappend
@@ -1,5 +1,6 @@
 # Copyright 2023 Digi International Inc.
 
-# The package's SConscript doesn't recognize the MAXLINELENGTH variable
-# injected by scons.bbclass, so remove it
-EXTRA_OESCONS:remove = "${SCONS_MAXLINELENGTH}"
+SRCBRANCH = "lf-6.1.36_2.1.0"
+SRCREV = "b956e65221fca7dadfd8bdfd13279beacce17bc9"
+
+SCONS_MAXLINELENGTH = ""
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/eiq-examples/eiq-examples_git.bb b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/eiq-examples/eiq-examples_git.bb
index 127a68575..fd523e780 100644
--- a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/eiq-examples/eiq-examples_git.bb
+++ b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/eiq-examples/eiq-examples_git.bb
@@ -5,8 +5,8 @@ LIC_FILES_CHKSUM = "file://LICENSE;md5=86d3f3a95c324c9479bd8986968f4327"
 
 SRC_URI = "${EIQ_EXAMPLES_SRC};branch=${SRCBRANCH}"
 EIQ_EXAMPLES_SRC ?= "git://github.com/nxp-imx/eiq-example.git;protocol=https"
-SRCBRANCH = "lf-6.1.1_1.0.0"
-SRCREV = "798519ee033fb7a5aef989a793afe16f400d6479"
+SRCBRANCH = "lf-6.1.36_2.1.0"
+SRCREV = "47da4f9c4d568704f8835dde62cfc61f16e89ba6"
 
 S = "${WORKDIR}/git"
 
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
index 7056e97c0..dacfab396 100644
--- 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
@@ -2,5 +2,5 @@
 
 LIC_FILES_CHKSUM = "file://LICENSE.txt;md5=e3fc50a88d0a364313df4b21ef20c29e"
 
-SRCBRANCH = "lf-6.1.1_1.0.0"
-SRCREV = "ca1a424bcd00758e0b50043ac7f8a3ff214e9ed8"
+SRCBRANCH = "lf-6.1.36_2.1.0"
+SRCREV = "98759f579297726474d6b32927694502c66ce15a"
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-driver-stack/ethos-u-firmware/ccimx93/ethosu_firmware b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-driver-stack/ethos-u-firmware/ccimx93/ethosu_firmware
index cac0eee6a..46306553d 100755
Binary files a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-driver-stack/ethos-u-firmware/ccimx93/ethosu_firmware and b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-driver-stack/ethos-u-firmware/ccimx93/ethosu_firmware differ
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
index abb93bf82..ae7f26df2 100644
--- 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
@@ -2,9 +2,14 @@
 
 FILESEXTRAPATHS:prepend := "${THISDIR}/${BPN}:"
 
-# Use our custom ethosu_firmware without debug port; keep the commented info for traceability
-#SRCBRANCH = "lf-6.1.1_1.0.0"
-#SRCREV = "c80a413664f650c366fc4721474a3fe1d1503eb5"
+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-6.1.36_2.1.0"
+SRCREV = "5fff874731d02bb232159108ccfa6833e92b6942"
 SRC_URI:append:ccimx93 = " file://ethosu_firmware"
 
 do_install:append:ccimx93 () {
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_3.8.0.bb
similarity index 77%
rename from meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-vela/ethos-u-vela_3.6.0.bb
rename to meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/ethos-u-vela/ethos-u-vela_3.8.0.bb
index 031be0fda..7879999e6 100644
--- 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_3.8.0.bb
@@ -1,15 +1,15 @@
-# Copyright 2022 NXP
+# Copyright 2023 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"
+DEPENDS = "python3-pip-native python3-wheel-native flatbuffers python3-numpy python3-lxml python3-numpy-native"
 
 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" 
+SRCBRANCH = "lf-6.1.36_2.1.0"
+SRCREV = "2647a977643907b2cf2249b917549133302aaa8e"
 
 S = "${WORKDIR}/git"
 
@@ -23,6 +23,6 @@ do_compile:prepend() {
     export https_proxy=${https_proxy}
 }
 
-RDEPENDS:${PN} += "flatbuffers python3-numpy python3-lxml"
+RDEPENDS:${PN} += "python3-flatbuffers python3-numpy python3-lxml"
 
 COMPATIBLE_MACHINE = "(mx93-nxp-bsp)"
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/deepview-rt/deepview-rt_2.4.46.1-aarch64.bb b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/modelrunner/modelrunner_2.3.0.bb
similarity index 55%
rename from meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/deepview-rt/deepview-rt_2.4.46.1-aarch64.bb
rename to meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/modelrunner/modelrunner_2.3.0.bb
index ec22eec23..498e3a30c 100644
--- a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/deepview-rt/deepview-rt_2.4.46.1-aarch64.bb
+++ b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/modelrunner/modelrunner_2.3.0.bb
@@ -1,12 +1,10 @@
-DESCRIPTION = "This package includes the updated and experimental ModelRunner for TensorFlow Lite and ARM NN. Also in this repository is a pre-release of DeepViewRT with support for the OpenVX backend."
+DESCRIPTION = "This package includes the updated and experimental ModelRunner for TensorFlow Lite and ARM NN"
 LICENSE = "Proprietary"
-LIC_FILES_CHKSUM = "file://COPYING;md5=ea25d099982d035af85d193c88a1b479"
-
-DEPENDS = "python3 python3-pip-native"
+LIC_FILES_CHKSUM = "file://COPYING;md5=db4762b09b6bda63da103963e6e081de"
 
 SRC_URI = "${FSL_MIRROR}/${BPN}-${PV}.bin;fsl-eula=true"
-SRC_URI[md5sum] = "a4782e44df2254d30f7c6b0a45c4102e"
-SRC_URI[sha256sum] = "40d6c12bbe5fc29a257a1717684ec650bd390eb1565c5bca82ec56e3ffbcf918"
+SRC_URI[md5sum] = "c1e293af3bcb44925bff11fbd63cb1bd"
+SRC_URI[sha256sum] = "a7008d3d3ecd09fe2450ef8ed721ecde07ebf04dfff714f59424625a3cb5ba0d"
 S = "${WORKDIR}/${BPN}-${PV}"
 
 inherit fsl-eula-unpack python3native
@@ -24,20 +22,9 @@ PACKAGECONFIG[openvx] = ",,,libopenvx-imx"
 do_install () {
     install -d ${D}${bindir}
     install -d ${D}${libdir}
-    install -d ${D}${includedir}
-    install -d ${D}/${PYTHON_SITEPACKAGES_DIR}
 
     cp -r  ${S}/modelrunner/bin/* ${D}${bindir}
     cp -rP ${S}/modelrunner/lib/* ${D}${libdir}
-    cp -rP ${S}/${BPN}/lib/* ${D}${libdir}
-    cp -r  ${S}/${BPN}/include/* ${D}${includedir}
-    if ${@bb.utils.contains('PACKAGECONFIG', 'openvx', 'false', 'true', d)} ; then
-        rm ${D}${libdir}/deepview-rt-openvx.so
-    fi
- 
-    ${STAGING_BINDIR_NATIVE}/pip3 install --disable-pip-version-check -v \
-        -t ${D}/${PYTHON_SITEPACKAGES_DIR} --no-cache-dir --no-deps \
-        ${S}/whl/deepview_rt-*.whl
 
     chown -R root:root "${D}"
 }
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/onnxruntime/onnxruntime-native_1.13.1.bb b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/onnxruntime/onnxruntime-native_1.13.1.bb
new file mode 100644
index 000000000..075e6dfea
--- /dev/null
+++ b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/onnxruntime/onnxruntime-native_1.13.1.bb
@@ -0,0 +1,34 @@
+# Copyright 2023 NXP
+DESCRIPTION = "Parts of ONNX Runtime that needs to be compiled for native system"
+SECTION = "devel"
+LICENSE = "BSD-3-Clause"
+LIC_FILES_CHKSUM = "file://LICENSE;md5=37b5762e07f0af8c74ce80a8bda4266b"
+
+# For ONNX Runtime v0.3.0 we need only 'protoc' to be compiled for native system
+# 3.18.3
+GIT_protobuf = "git://github.com/google/protobuf.git;nobranch=1;name=protobuf;protocol=https"
+SRCREV_protobuf = "a902b39270841beafc307dfa709610aa1cac2f06" 
+
+SRC_URI = "\
+    ${GIT_protobuf} \
+"
+
+SRCREV_FORMAT = "protobuf"
+
+S = "${WORKDIR}/git"
+
+inherit cmake
+inherit native
+
+OECMAKE_SOURCEPATH = "${S}/cmake"
+
+EXTRA_OECMAKE += "\
+    -Dprotobuf_BUILD_TESTS=OFF \
+    -Dprotobuf_BUILD_EXAMPLES=OFF \
+    -Dprotobuf_BUILD_SHARED_LIBS=OFF \
+"
+
+do_install() {
+    install -d ${D}/${bindir}/${PN}
+    install -m 0755 ${B}/protoc ${D}/${bindir}/${PN}
+}
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/onnxruntime/onnxruntime_1.10.0.bbappend b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/onnxruntime/onnxruntime_1.10.0.bbappend
deleted file mode 100644
index c21ee1e10..000000000
--- a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/onnxruntime/onnxruntime_1.10.0.bbappend
+++ /dev/null
@@ -1,8 +0,0 @@
-# Copyright (C) 2023 Digi International
-
-SRCBRANCH_runtime:ccimx93 = "lf-6.1.1_1.0.0"
-SRCREV_runtime:ccimx93 = "66e3e9a93840ed1e55dc2d7e894c0ae26fb0e51e"
-
-# Updated flatbuffers recipe for ccimx93, renamed the runtime python package
-PYTHON_RDEPENDS:remove:ccimx93 = "flatbuffers-${PYTHON_PN}"
-PYTHON_RDEPENDS:append:ccimx93 = " ${PYTHON_PN}-flatbuffers"
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/onnxruntime/onnxruntime_1.13.1.bb b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/onnxruntime/onnxruntime_1.13.1.bb
new file mode 100644
index 000000000..76e74fedf
--- /dev/null
+++ b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/onnxruntime/onnxruntime_1.13.1.bb
@@ -0,0 +1,197 @@
+# Copyright 2020-2023 NXP
+DESCRIPTION = "cross-platform, high performance scoring engine for ML models"
+SECTION = "devel"
+LICENSE = "MIT & Apache-2.0"
+LIC_FILES_CHKSUM_runtime = "file://LICENSE;md5=0f7e3b1308cb5c00b372a6e78835732d"
+LIC_FILES_CHKSUM_model = "file://${S}/example-models/squeezenet/LICENSE;md5=3b83ef96387f14655fc854ddc3c6bd57"
+LIC_FILES_CHKSUM = "${LIC_FILES_CHKSUM_runtime} ${LIC_FILES_CHKSUM_model}"
+
+DEPENDS = "libpng zlib ${BPN}-native"
+
+inherit setuptools3
+
+ONNXRUNTIME_SRC ?= "gitsm://github.com/nxp-imx/onnxruntime-imx.git;protocol=https"
+SRCBRANCH_runtime = "lf-6.1.36_2.1.0"
+SRC_URI = "${ONNXRUNTIME_SRC};branch=${SRCBRANCH_runtime};name=runtime"
+
+SRCREV_runtime = "0f642b5e71e6e9c9681b90b2844176ab7eacf6eb"
+SRCREV_FORMAT = "runtime_model"
+
+S = "${WORKDIR}/git"
+
+inherit cmake python3native
+
+OECMAKE_SOURCEPATH = "${S}/cmake"
+OECMAKE_GENERATOR = "Unix Makefiles"
+
+# Notes:
+# Protobuff/Protoc: 
+#   - protobuf is essetially built twice for native and target system
+#   - DONNX_CUSTOM_PROTOC_EXECUTABLE  - use native protoc
+#   - onnxruntime_USE_PREBUILT_PB=OFF - we still need protobuf compiled from target system; although we already have native version
+# Eigen: 
+#   - the git operation within CMake fails, so we treat it as 'pre-installed' although it's fetched during fetch phase
+#   - the eigen_SOURCE_PATH needs to match 'destsuffix' in SRC_URI for eigen
+# Abseil:
+#   - FETCHCONTENT_FULLY_DISCONNECTED=OFF and do_configure:prepend() added to allow
+#     abseil build process (the issue was related to CMake not fetching sources)
+
+EXTRA_OECMAKE += "\
+    -DONNX_CUSTOM_PROTOC_EXECUTABLE=${STAGING_BINDIR_NATIVE}/${PN}-native/protoc \
+    -DFETCHCONTENT_FULLY_DISCONNECTED=OFF \
+    -DCMAKE_BUILD_TYPE=RelWithDebInfo \
+    -Donnxruntime_BUILD_UNIT_TESTS=ON \
+"
+
+PYTHON_DEPENDS = "\
+    ${PYTHON_PN} \
+    ${PYTHON_PN}-pip-native \
+    ${PYTHON_PN}-numpy-native \
+    ${PYTHON_PN}-packaging-native\
+    ${PYTHON_PN}-pybind11\
+    ${PYTHON_PN}-pybind11-native\
+"
+
+PYTHON_RDEPENDS = "\
+    ${PYTHON_PN} \
+    ${PYTHON_PN}-numpy \
+    ${PYTHON_PN}-protobuf \
+    ${PYTHON_PN}-coloredlogs \
+    ${PYTHON_PN}-flatbuffers \
+    ${PYTHON_PN}-sympy \
+"
+
+PACKAGECONFIG ?= "crosscompiling sharedlib nnapi python"
+
+PACKAGECONFIG[nsync] = "-Donnxruntime_USE_NSYNC=ON, -Donnxruntime_USE_NSYNC=OFF"
+PACKAGECONFIG[prebuilt] = "-Donnxruntime_USE_PREBUILT_PB=ON, -Donnxruntime_USE_PREBUILT_PB=OFF"
+PACKAGECONFIG[openmp] = "-Donnxruntime_USE_OPENMP=ON, -Donnxruntime_USE_OPENMP=OFF"
+PACKAGECONFIG[trt] = "-Donnxruntime_USE_TRT=ON, -Donnxruntime_USE_TRT=OFF"
+PACKAGECONFIG[nuphar] = "-Donnxruntime_USE_NUPHAR=ON, -Donnxruntime_USE_NUPHAR=OFF"
+PACKAGECONFIG[brainslice] = "-Donnxruntime_USE_BRAINSLICE=ON, -Donnxruntime_USE_BRAINSLICE=OFF"
+PACKAGECONFIG[python] = "-Donnxruntime_ENABLE_PYTHON=ON, -Donnxruntime_ENABLE_PYTHON=OFF, ${PYTHON_DEPENDS}, ${PYTHON_RDEPENDS}"
+PACKAGECONFIG[sharedlib] = "-Donnxruntime_BUILD_SHARED_LIB=ON, -Donnxruntime_BUILD_SHARED_LIB=OFF"
+PACKAGECONFIG[eigenblas] = "-Donnxruntime_USE_EIGEN_FOR_BLAS=ON, -Donnxruntime_USE_EIGEN_FOR_BLAS=OFF"
+PACKAGECONFIG[openblas] = "-Donnxruntime_USE_OPENBLAS=ON, -Donnxruntime_USE_OPENBLAS=OFF"
+PACKAGECONFIG[dnnl] = "-Donnxruntime_USE_DNNL=ON, -Donnxruntime_USE_DNNL=OFF"
+PACKAGECONFIG[mklml] = "-Donnxruntime_USE_MKLML=ON, -Donnxruntime_USE_MKLML=OFF"
+PACKAGECONFIG[gemmlowp] = "-Donnxruntime_USE_GEMMLOWP=ON, -Donnxruntime_USE_GEMMLOWP=OFF"
+PACKAGECONFIG[ngraph] = "-Donnxruntime_USE_NGRAPH=ON, -Donnxruntime_USE_NGRAPH=OFF"
+PACKAGECONFIG[openvino] = "-Donnxruntime_USE_OPENVINO=ON, -Donnxruntime_USE_OPENVINO=OFF"
+PACKAGECONFIG[interop] = "-Donnxruntime_ENABLE_LANGUAGE_INTEROP_OPS=ON, -Donnxruntime_ENABLE_LANGUAGE_INTEROP_OPS=OFF"
+PACKAGECONFIG[dml] = "-Donnxruntime_USE_DML=ON, -Donnxruntime_USE_DML=OFF"
+PACKAGECONFIG[telemetry] = "-Donnxruntime_USE_TELEMETRY=ON, -Donnxruntime_USE_TELEMETRY=OFF"
+PACKAGECONFIG[armnn-relu] = "-Donnxruntime_ARMNN_RELU_USE_CPU=ON, -Donnxruntime_ARMNN_RELU_USE_CPU=OFF"
+PACKAGECONFIG[armnn-bn] = "-Donnxruntime_ARMNN_BN_USE_CPU=ON, -Donnxruntime_ARMNN_BN_USE_CPU=OFF"
+PACKAGECONFIG[opschema] = "-Donnxruntime_PYBIND_EXPORT_OPSCHEMA=ON, -Donnxruntime_PYBIND_EXPORT_OPSCHEMA=OFF"
+PACKAGECONFIG[nnapi] = "-Donnxruntime_USE_NNAPI_BUILTIN=ON, -Donnxruntime_USE_NNAPI_BUILTIN=OFF"
+PACKAGECONFIG[tvm] = "-Donnxruntime_USE_TVM=ON, -Donnxruntime_USE_TVM=OFF"
+PACKAGECONFIG[llvm] = "-Donnxruntime_USE_LLVM=ON, -Donnxruntime_USE_LLVM=OFF"
+PACKAGECONFIG[microsoft] = "-Donnxruntime_ENABLE_MICROSOFT_INTERNAL=ON, -Donnxruntime_ENABLE_MICROSOFT_INTERNAL=OFF"
+PACKAGECONFIG[eigenthreadpool] = "-Donnxruntime_USE_EIGEN_THREADPOOL=ON, -Donnxruntime_USE_EIGEN_THREADPOOL=OFF"
+PACKAGECONFIG[tensorrt] = "-Donnxruntime_USE_TENSORRT=ON, -Donnxruntime_USE_TENSORRT=OFF"
+PACKAGECONFIG[crosscompiling] = "-Donnxruntime_CROSS_COMPILING=ON, -Donnxruntime_CROSS_COMPILING=OFF "
+PACKAGECONFIG[server] = "-Donnxruntime_BUILD_SERVER=ON, -Donnxruntime_BUILD_SERVER=OFF"
+PACKAGECONFIG[x86] = "-Donnxruntime_BUILD:x86=ON, -Donnxruntime_BUILD:x86=OFF"
+PACKAGECONFIG[fullprotobuf] = "-Donnxruntime_USE_FULL_PROTOBUF=ON, -Donnxruntime_USE_FULL_PROTOBUF=OFF"
+PACKAGECONFIG[ops] = "-Donnxruntime_DISABLE_CONTRIB_OPS=ON, -Donnxruntime_DISABLE_CONTRIB_OPS=OFF"
+PACKAGECONFIG[staticruntime] = "-Donnxruntime_MSVC_STATIC_RUNTIME=ON, -Donnxruntime_MSVC_STATIC_RUNTIME=OFF"
+PACKAGECONFIG[runtests] = "-Donnxruntime_RUN_ONNX_TESTS=ON, -Donnxruntime_RUN_ONNX_TESTS=OFF"
+PACKAGECONFIG[reports] = "-Donnxruntime_GENERATE_TEST_REPORTS=ON, -Donnxruntime_GENERATE_TEST_REPORTS=OFF"
+PACKAGECONFIG[devmode] = "-Donnxruntime_DEV_MODE=ON, -Donnxruntime_DEV_MODE=OFF"
+PACKAGECONFIG[cuda] = "-Donnxruntime_USE_CUDA=ON, -Donnxruntime_USE_CUDA=OFF"
+PACKAGECONFIG[automl] = "-Donnxruntime_USE_AUTOML=ON, -Donnxruntime_USE_AUTOML=OFF"
+PACKAGECONFIG[jemalloc] = "-Donnxruntime_USE_JEMALLOC=ON, -Donnxruntime_USE_JEMALLOC=OFF"
+PACKAGECONFIG[mimalloc] = "-Donnxruntime_USE_MIMALLOC=ON, -Donnxruntime_USE_MIMALLOC=OFF"
+PACKAGECONFIG[csharp] = "-Donnxruntime_BUILD_CSHARP=ON, -Donnxruntime_BUILD_CSHARP=OFF"
+PACKAGECONFIG[java] = "-Donnxruntime_BUILD_JAVA=ON, -Donnxruntime_BUILD_JAVA=OFF"
+
+do_configure[network] = "1"
+do_configure:prepend() {
+    export HTTP_PROXY=${http_proxy}
+    export HTTPS_PROXY=${https_proxy}
+    export http_proxy=${http_proxy}
+    export https_proxy=${https_proxy}
+}
+
+do_compile[network] = "1"
+do_compile:prepend() {
+    if ${@bb.utils.contains('PACKAGECONFIG', 'python', 'true', 'false', d)}; then
+        # required to pull pybind11
+        export HTTP_PROXY=${http_proxy}
+        export HTTPS_PROXY=${https_proxy}
+        export http_proxy=${http_proxy}
+        export https_proxy=${https_proxy}
+    fi
+}
+
+SETUPTOOLS_SETUP_PATH = "${B}"
+
+do_compile:append() {
+    if ${@bb.utils.contains('PACKAGECONFIG', 'python', 'true', 'false', d)}; then
+        # Copy 'setup.py' to build dir
+        cp ${S}/setup.py ${B}
+
+        # Copy path file with path 'docs/python/README.rst' to build dir
+        mkdir -p ${B}/docs/python && cp ${S}/docs/python/README.rst ${B}/docs/python
+        
+        setuptools3_do_compile
+        
+        git config --global --add safe.directory ${WORKDIR}/build/pybind11/src/pybind11
+    fi
+}
+
+do_install:append() {
+    CP_ARGS="-Prf --preserve=mode,timestamps --no-preserve=ownership"
+    
+    # Ensure target dir exists
+    install -d ${D}${bindir}/${BP}
+
+    # Copy squeezenet updated model from imx-onnxruntime repo
+    if [ -d ${S}/example-models/ ]; then
+        cp $CP_ARGS ${S}/example-models/squeezenet ${D}${bindir}/${BP}/
+    fi
+
+    # If cmake installs 'onnx_test_runner' at bindir level, move to package
+    if [ -f ${D}${bindir}/onnx_test_runner ]; then
+        mv ${D}${bindir}/onnx_test_runner ${D}${bindir}/${BP}/
+    fi
+
+    # Install onnxruntime_perf_test in main package
+    install -m 0755 ${B}/onnxruntime_perf_test ${D}${bindir}/${BP}
+
+    # Install test binaries and data in test package
+    install -d ${D}${bindir}/${BP}/tests
+    install -m 0744 ${B}/libcustom_op_library.so ${D}${bindir}/${BP}/tests
+    install -m 0744 ${B}/onnxruntime_api_tests_without_env ${D}${bindir}/${BP}/tests
+    install -m 0744 ${B}/onnxruntime_global_thread_pools_test ${D}${bindir}/${BP}/tests
+    install -m 0744 ${B}/onnxruntime_mlas_test ${D}${bindir}/${BP}/tests
+    install -m 0744 ${B}/onnxruntime_shared_lib_test ${D}${bindir}/${BP}/tests
+    install -m 0744 ${B}/onnxruntime_test_all ${D}${bindir}/${BP}/tests
+    cp $CP_ARGS ${B}/testdata ${D}${bindir}/${BP}/tests
+
+    if ${@bb.utils.contains('PACKAGECONFIG', 'python', 'true', 'false', d)}; then
+        setuptools3_do_install
+        find ${D}/${PYTHON_SITEPACKAGES_DIR} -type d -name "__pycache__" -exec rm -Rf {} +
+        git config --global --unset-all safe.directory ${TMPDIR}/.*/${PN}/.*/build/pybind11/src/pybind11
+    fi
+}
+
+# Adjust the Python runtime dependency inherited from setuptools3-base.bbclass
+# since Python support for this recipe is conditional
+RDEPENDS:${PN}:remove:class-target = " \
+    ${@bb.utils.contains('PACKAGECONFIG', 'python', '', '${PYTHON_PN}-core', d)}"
+
+# libonnxruntime_providers_shared.so is being packaged into -dev which is intended
+INSANE_SKIP:${PN}-dev += "dev-elf"
+
+# A separate tests package for the test binaries not appearing in the main package
+PACKAGE_BEFORE_PN = "${PN}-tests"
+FILES:${PN}-tests = "${bindir}/${BP}/tests/*"
+
+# libcustom_op_library.so is in bindir, which is intended;
+# onnxruntime_shared_lib_test requires the shlib to be in the same directory as testdata to run properly
+INSANE_SKIP:${PN}-tests += "libdir"
+INSANE_SKIP:${PN}-dbg += "libdir"
+
+RDEPENDS:${PN}-tests += "arm-compute-library"
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-2.10.0.inc b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-2.11.1.inc
similarity index 55%
rename from meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-2.10.0.inc
rename to meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-2.11.1.inc
index 007d1ac97..419c39474 100644
--- a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-2.10.0.inc
+++ b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-2.11.1.inc
@@ -1,5 +1,5 @@
 # Copyright 2020-2021 NXP
 
 TENSORFLOW_LITE_SRC ?= "git://github.com/nxp-imx/tensorflow-imx.git;protocol=https"
-SRCBRANCH_tf = "lf-6.1.1_1.0.0"
-SRCREV_tf = "6cac366ef5b7e632305c2413875ce2d3b72c03dd"
+SRCBRANCH_tf = "lf-6.1.36_2.1.0"
+SRCREV_tf = "11e92c028eceff5b5835d15e3666a4d3d7ef1088"
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-ethosu-delegate_2.10.0.bb b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-ethosu-delegate_2.11.1.bb
similarity index 89%
rename from meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-ethosu-delegate_2.10.0.bb
rename to meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-ethosu-delegate_2.11.1.bb
index a0de103d8..68f7ed3e2 100644
--- a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-ethosu-delegate_2.10.0.bb
+++ b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-ethosu-delegate_2.11.1.bb
@@ -8,8 +8,8 @@ DEPENDS = "tensorflow-lite ethos-u-driver-stack"
 require tensorflow-lite-${PV}.inc
 
 TENSORFLOW_LITE_ETHOSU_DELEGATE_SRC ?= "git://github.com/nxp-imx/tflite-ethosu-delegate-imx.git;protocol=https" 
-SRCBRANCH_ethosu = "lf-6.1.1_1.0.0"
-SRCREV_ethosu = "4bd28d3e64d26f4d5b5ee358036b2d06f3322a57"
+SRCBRANCH_ethosu = "lf-6.1.36_2.1.0"
+SRCREV_ethosu = "0f8670a7c25ee2b2022a471ee50d394429ecf716"
 
 SRCREV_FORMAT = "ethosu_tf"
 
@@ -25,7 +25,7 @@ EXTRA_OECMAKE = "-DCMAKE_SYSROOT=${PKG_CONFIG_SYSROOT_DIR}"
 EXTRA_OECMAKE += " \
      -DFETCHCONTENT_FULLY_DISCONNECTED=OFF \
      -DFETCHCONTENT_SOURCE_DIR_TENSORFLOW=${WORKDIR}/tfgit \
-     -DTFLITE_LIB_LOC=${STAGING_DIR_HOST}/usr/lib/libtensorflow-lite.so \
+     -DTFLITE_LIB_LOC=${STAGING_DIR_HOST}${libdir}/libtensorflow-lite.so \
      ${S} \
 "
 
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-host-tools_2.10.0.bb b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-host-tools_2.11.1.bb
similarity index 100%
rename from meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-host-tools_2.10.0.bb
rename to meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite-host-tools_2.11.1.bb
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite_2.10.0.bb b/meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite_2.11.1.bb
similarity index 100%
rename from meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite_2.10.0.bb
rename to meta-digi-dey/dynamic-layers/meta-ml/recipes-libraries/tensorflow-lite/tensorflow-lite_2.11.1.bb
diff --git a/meta-digi-dey/dynamic-layers/meta-ml/recipes-nnstreamer/nnstreamer/nnstreamer_2.2.0.bbappend b/meta-digi-dey/dynamic-layers/meta-ml/recipes-nnstreamer/nnstreamer/nnstreamer_2.2.0.bbappend
new file mode 100644
index 000000000..d81a7ba8a
--- /dev/null
+++ b/meta-digi-dey/dynamic-layers/meta-ml/recipes-nnstreamer/nnstreamer/nnstreamer_2.2.0.bbappend
@@ -0,0 +1,3 @@
+# Copyright 2023 Digi International Inc.
+
+PACKAGECONFIG_SOC:mx9-nxp-bsp:remove = "deepview-rt"