[zeus/master] [PATCH 1/3] tensorflow-lite: add header files and change the install location of the example files

[zeus/master] [PATCH 1/3] tensorflow-lite: add header files and change the install location of the example files

[Hongmei Gou]

* The newly added header files are required to build tensorflow lite demos
  outside of the tensorflow lite release package

* Relocate the example files to ${datadir}/${BPN}

Signed-off-by: Hongmei Gou <a0271529@ti.com>
---
 .../tensorflow-lite/tensorflow-lite_1.15.bb   | 33 ++++++++++---------
 1 file changed, 18 insertions(+), 15 deletions(-)

diff --git a/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite_1.15.bb b/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite_1.15.bb
index b238c85e..5f65055f 100644
--- a/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite_1.15.bb
+++ b/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite_1.15.bb
@@ -41,7 +41,7 @@ SRC_URI[mobilenet_v1_quant.sha256sum] = "d32432d28673a936b2d6281ab0600c71cf7226d
 
 SRCREV = "590d6eef7e91a6a7392c8ffffb7b58f2e0c8bc6b"
 
-PR = "r3"
+PR = "r4"
 
 S = "${WORKDIR}/git"
 
@@ -105,6 +105,8 @@ do_install() {
     install -m 0644 ${S}/tensorflow/lite/*.h ${D}${includedir}/tensorflow/lite/
     install -d ${D}${includedir}/tensorflow/lite/c
     install -m 0644 ${S}/tensorflow/lite/c/*.h ${D}${includedir}/tensorflow/lite/c/
+    install -d ${D}${includedir}/tensorflow/lite/core/
+    install -m 0644 ${S}/tensorflow/lite/core/*.h ${D}${includedir}/tensorflow/lite/core/
     install -d ${D}${includedir}/tensorflow/lite/core/api/
     install -m 0644 ${S}/tensorflow/lite/core/api/*.h ${D}${includedir}/tensorflow/lite/core/api/
     install -d ${D}${includedir}/tensorflow/lite/kernels
@@ -116,27 +118,28 @@ do_install() {
     install -m 0644 ${S}/tensorflow/lite/schema/schema.fbs ${D}${includedir}/tensorflow/lite/schema/
     install -d ${D}${includedir}/tensorflow/lite/tools/
     install -m 0644 ${S}/tensorflow/lite/tools/*.h ${D}${includedir}/tensorflow/lite/tools/
+    install -d ${D}${includedir}/tensorflow/lite/delegates/nnapi/
+    install -m 0644 ${S}/tensorflow/lite/delegates/nnapi/*.h ${D}${includedir}/tensorflow/lite/delegates/nnapi/
+    install -d ${D}${includedir}/tensorflow/lite/experimental/resource_variable/
+    install -m 0644 ${S}/tensorflow/lite/experimental/resource_variable/*.h ${D}${includedir}/tensorflow/lite/experimental/resource_variable/
+    install -d ${D}${includedir}/tensorflow/lite/kernels/internal/
+    install -m 0644 ${S}/tensorflow/lite/kernels/internal/*.h ${D}${includedir}/tensorflow/lite/kernels/internal/
+
     install -d ${D}${libdir}/pkgconfig
     install -m 0644 ${WORKDIR}/tensorflow-lite.pc.in ${D}${libdir}/pkgconfig/tensorflow-lite.pc
     sed -i 's:@version@:${PV}:g
         s:@libdir@:${libdir}:g
         s:@includedir@:${includedir}:g' ${D}${libdir}/pkgconfig/tensorflow-lite.pc
     # install examples
-    install -d ${D}${datadir}/${PN}-${PV}/examples
-    install -m 0755 ${S}/tensorflow/lite/tools/make/gen/${TARGET_OS}_${TUNE_ARCH}/bin/minimal ${D}${datadir}/${PN}-${PV}/examples
-    install -m 0755 ${S}/tensorflow/lite/tools/make/gen/${TARGET_OS}_${TUNE_ARCH}/bin/benchmark_model ${D}${datadir}/${PN}-${PV}/examples
-    install -m 0755 ${S}/tensorflow/lite/tools/make/gen/${TARGET_OS}_${TUNE_ARCH}/bin/label_image ${D}${datadir}/${PN}-${PV}/examples
-    install -m 0644 ${S}/tensorflow/lite/examples/label_image/testdata/grace_hopper.bmp ${D}${datadir}/${PN}-${PV}/examples
-    install -m 0644 ${S}/tensorflow/lite/java/ovic/src/testdata/labels.txt ${D}${datadir}/${PN}-${PV}/examples
-    install -m 0644 ${WORKDIR}/model/mobilenet_v1_1.0_224_quant.tflite ${D}${datadir}/${PN}-${PV}/examples
+    install -d ${D}${datadir}/${BPN}/examples
+    install -m 0755 ${S}/tensorflow/lite/tools/make/gen/${TARGET_OS}_${TUNE_ARCH}/bin/minimal ${D}${datadir}/${BPN}/examples
+    install -m 0755 ${S}/tensorflow/lite/tools/make/gen/${TARGET_OS}_${TUNE_ARCH}/bin/benchmark_model ${D}${datadir}/${BPN}/examples
+    install -m 0755 ${S}/tensorflow/lite/tools/make/gen/${TARGET_OS}_${TUNE_ARCH}/bin/label_image ${D}${datadir}/${BPN}/examples
+    install -m 0644 ${S}/tensorflow/lite/examples/label_image/testdata/grace_hopper.bmp ${D}${datadir}/${BPN}/examples
+    install -m 0644 ${S}/tensorflow/lite/java/ovic/src/testdata/labels.txt ${D}${datadir}/${BPN}/examples
+    install -m 0644 ${WORKDIR}/model/mobilenet_v1_1.0_224_quant.tflite ${D}${datadir}/${BPN}/examples
     # install scripts for benchmarking
-    install -m 0755 ${WORKDIR}/tflite-benchmark.sh ${D}${datadir}/${PN}-${PV}/examples
+    install -m 0755 ${WORKDIR}/tflite-benchmark.sh ${D}${datadir}/${BPN}/examples
 }
 
-PACKAGES += "${PN}-examples"
-
-FILES_${PN}-examples = "${datadir}/${PN}-${PV}/examples"
-
-ALLOW_EMPTY_${PN} = "1"
-
 BBCLASSEXTEND = "native nativesdk"
-- 
2.17.1

[zeus/master] [PATCH 2/3] tensorflow-lite-demo: add version 01.00.00

[Hongmei Gou]

* This supports classification and segmentation demos with tensorflow lite models
  running on Arm. It demonstrates the whole pipeline from image/video/camera input,
  to tensorflow lite inference, to display the classification/segemenation results.

* OpenCV is used for capturing the input and displaying the results.

Signed-off-by: Hongmei Gou <a0271529@ti.com>
---
 .../files/run_classification.sh               |  7 +++
 .../tensorflow-lite/files/run_segmentation.sh |  8 +++
 .../tensorflow-lite-demo_git.bb               | 53 +++++++++++++++++++
 3 files changed, 68 insertions(+)
 create mode 100644 meta-arago-extras/recipes-support/tensorflow-lite/files/run_classification.sh
 create mode 100644 meta-arago-extras/recipes-support/tensorflow-lite/files/run_segmentation.sh
 create mode 100644 meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite-demo_git.bb

diff --git a/meta-arago-extras/recipes-support/tensorflow-lite/files/run_classification.sh b/meta-arago-extras/recipes-support/tensorflow-lite/files/run_classification.sh
new file mode 100644
index 00000000..b2ad7fc4
--- /dev/null
+++ b/meta-arago-extras/recipes-support/tensorflow-lite/files/run_classification.sh
@@ -0,0 +1,7 @@
+#!/bin/sh
+
+cd /usr/share/tensorflow-lite/demos
+
+# Run tflite_classification binary with the model, the input image, and the label file specified.
+# Classification label is overlayed with the input image. Right click the image display window to exit.
+./tflite_classification -m ../examples/mobilenet_v1_1.0_224_quant.tflite -i ../examples/grace_hopper.bmp -l ../examples/labels.txt
diff --git a/meta-arago-extras/recipes-support/tensorflow-lite/files/run_segmentation.sh b/meta-arago-extras/recipes-support/tensorflow-lite/files/run_segmentation.sh
new file mode 100644
index 00000000..5caea127
--- /dev/null
+++ b/meta-arago-extras/recipes-support/tensorflow-lite/files/run_segmentation.sh
@@ -0,0 +1,8 @@
+#!/bin/sh
+
+cd /usr/share/tensorflow-lite/demos
+
+# Run tflite_segmentation binary with the model and the input image specified.
+# The display window shows the input(resized) image, segmentation map, overlay
+# of the former two. Right click the image display window to exit.
+./tflite_segmentation -m ./deeplabv3_257_mv_gpu.tflite -i ./bird_segmentation.bmp
diff --git a/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite-demo_git.bb b/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite-demo_git.bb
new file mode 100644
index 00000000..9b99b63c
--- /dev/null
+++ b/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite-demo_git.bb
@@ -0,0 +1,53 @@
+DESCRIPTION = "Tensorflow Lite Demo with input and display via OpenCV and TIDL acceleration for AM5"
+LICENSE = "Apache-2.0"
+LIC_FILES_CHKSUM = "file://LICENSE;md5=d8927f3331d2b3e321b7dd1925166d25"
+
+DEPENDS = "tensorflow-lite flatbuffers opencv"
+
+COMPATIBLE_MACHINE = "ti33x|ti43x|omap-a15|am65xx"
+
+PV = "01.00.00"
+PR = "r0"
+
+BRANCH = "master"
+SRC_URI  = "git://git.ti.com/apps/tensorflow-lite-examples.git;protocol=git;branch=${BRANCH} \
+            http://storage.googleapis.com/download.tensorflow.org/models/tflite/gpu/deeplabv3_257_mv_gpu.tflite;name=deeplabv3;subdir=${WORKDIR}/model;destsuffix=model \
+            http://raw.githubusercontent.com/google-coral/edgetpu/master/test_data/bird_segmentation.bmp;name=bird_segmentation;subdir=${WORKDIR}/test_data;destsuffix=test_data \
+            file://run_classification.sh \
+            file://run_segmentation.sh"
+
+SRC_URI[deeplabv3.md5sum] = "4a24db5a5fb05c47586a1197765e8548"
+SRC_URI[deeplabv3.sha256sum] = "68a539782c2c6a72f8aac3724600124a85ed977162b44e84cbae5db717c933c6"
+SRC_URI[bird_segmentation.md5sum] = "fc3202ac4e3033b36df3043de6dc32c9"
+SRC_URI[bird_segmentation.sha256sum] = "e43cedd29ab385db787531c8a6cdcb31c5e4292af34f242877ed40611e502670"
+
+SRCREV = "d84f1d43585c0db2fa6a1c15db9145ab53f859ce"
+
+S = "${WORKDIR}/git"
+
+CXXFLAGS_append = " -O3 -DNDEBUG -fPIC -I${STAGING_INCDIR}"
+LDFLAGS_append = " -L${STAGING_LIBDIR}"
+
+EXTRA_OEMAKE = "\
+    'CXX=${CXX}' \
+    'CXXFLAGS=${CXXFLAGS}' \
+    'AR=${AR}' \
+    'LD=${LD}' \
+    'LDFLAGS=${LDFLAGS}' \
+    'TARGET=${TARGET_OS}' \
+    'TARGET_ARCH=${TARGET_ARCH}'"
+
+do_compile() {
+    oe_runmake -f Makefile
+}
+
+do_install() {
+    install -d ${D}${datadir}/tensorflow-lite/demos
+    install -m 0755 ${S}/tflite_classification ${D}${datadir}/tensorflow-lite/demos
+    install -m 0755 ${S}/tflite_segmentation ${D}${datadir}/tensorflow-lite/demos
+    install -m 0644 ${WORKDIR}/model/deeplabv3_257_mv_gpu.tflite ${D}${datadir}/tensorflow-lite/demos
+    install -m 0644 ${WORKDIR}/test_data/bird_segmentation.bmp ${D}${datadir}/tensorflow-lite/demos
+    install -m 0755 ${WORKDIR}/run*.sh ${D}${datadir}/tensorflow-lite/demos
+}
+
+FILES_${PN} = "${datadir}/tensorflow-lite/demos"
-- 
2.17.1

Re: [zeus/master] [PATCH 2/3] tensorflow-lite-demo: add version 01.00.00

[Denys Dmytriyenko]

On Tue, Feb 25, 2020 at 06:12:25PM -0500, Hongmei Gou wrote:
> * This supports classification and segmentation demos with tensorflow lite models
>   running on Arm. It demonstrates the whole pipeline from image/video/camera input,
>   to tensorflow lite inference, to display the classification/segemenation results.
> 
> * OpenCV is used for capturing the input and displaying the results.
> 
> Signed-off-by: Hongmei Gou <a0271529@ti.com>
> ---
>  .../files/run_classification.sh               |  7 +++
>  .../tensorflow-lite/files/run_segmentation.sh |  8 +++
>  .../tensorflow-lite-demo_git.bb               | 53 +++++++++++++++++++
>  3 files changed, 68 insertions(+)
>  create mode 100644 meta-arago-extras/recipes-support/tensorflow-lite/files/run_classification.sh
>  create mode 100644 meta-arago-extras/recipes-support/tensorflow-lite/files/run_segmentation.sh
>  create mode 100644 meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite-demo_git.bb
> 
> diff --git a/meta-arago-extras/recipes-support/tensorflow-lite/files/run_classification.sh b/meta-arago-extras/recipes-support/tensorflow-lite/files/run_classification.sh
> new file mode 100644
> index 00000000..b2ad7fc4
> --- /dev/null
> +++ b/meta-arago-extras/recipes-support/tensorflow-lite/files/run_classification.sh
> @@ -0,0 +1,7 @@
> +#!/bin/sh
> +
> +cd /usr/share/tensorflow-lite/demos
> +
> +# Run tflite_classification binary with the model, the input image, and the label file specified.
> +# Classification label is overlayed with the input image. Right click the image display window to exit.
> +./tflite_classification -m ../examples/mobilenet_v1_1.0_224_quant.tflite -i ../examples/grace_hopper.bmp -l ../examples/labels.txt
> diff --git a/meta-arago-extras/recipes-support/tensorflow-lite/files/run_segmentation.sh b/meta-arago-extras/recipes-support/tensorflow-lite/files/run_segmentation.sh
> new file mode 100644
> index 00000000..5caea127
> --- /dev/null
> +++ b/meta-arago-extras/recipes-support/tensorflow-lite/files/run_segmentation.sh
> @@ -0,0 +1,8 @@
> +#!/bin/sh
> +
> +cd /usr/share/tensorflow-lite/demos
> +
> +# Run tflite_segmentation binary with the model and the input image specified.
> +# The display window shows the input(resized) image, segmentation map, overlay
> +# of the former two. Right click the image display window to exit.
> +./tflite_segmentation -m ./deeplabv3_257_mv_gpu.tflite -i ./bird_segmentation.bmp
> diff --git a/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite-demo_git.bb b/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite-demo_git.bb
> new file mode 100644
> index 00000000..9b99b63c
> --- /dev/null
> +++ b/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite-demo_git.bb
> @@ -0,0 +1,53 @@
> +DESCRIPTION = "Tensorflow Lite Demo with input and display via OpenCV and TIDL acceleration for AM5"

SUMMARY?


> +LICENSE = "Apache-2.0"
> +LIC_FILES_CHKSUM = "file://LICENSE;md5=d8927f3331d2b3e321b7dd1925166d25"
> +
> +DEPENDS = "tensorflow-lite flatbuffers opencv"
> +
> +COMPATIBLE_MACHINE = "ti33x|ti43x|omap-a15|am65xx"

Why ^^^?


> +PV = "01.00.00"
> +PR = "r0"
> +
> +BRANCH = "master"
> +SRC_URI  = "git://git.ti.com/apps/tensorflow-lite-examples.git;protocol=git;branch=${BRANCH} \
> +            http://storage.googleapis.com/download.tensorflow.org/models/tflite/gpu/deeplabv3_257_mv_gpu.tflite;name=deeplabv3;subdir=${WORKDIR}/model;destsuffix=model \
> +            http://raw.githubusercontent.com/google-coral/edgetpu/master/test_data/bird_segmentation.bmp;name=bird_segmentation;subdir=${WORKDIR}/test_data;destsuffix=test_data \
> +            file://run_classification.sh \
> +            file://run_segmentation.sh"
> +
> +SRC_URI[deeplabv3.md5sum] = "4a24db5a5fb05c47586a1197765e8548"
> +SRC_URI[deeplabv3.sha256sum] = "68a539782c2c6a72f8aac3724600124a85ed977162b44e84cbae5db717c933c6"
> +SRC_URI[bird_segmentation.md5sum] = "fc3202ac4e3033b36df3043de6dc32c9"
> +SRC_URI[bird_segmentation.sha256sum] = "e43cedd29ab385db787531c8a6cdcb31c5e4292af34f242877ed40611e502670"
> +
> +SRCREV = "d84f1d43585c0db2fa6a1c15db9145ab53f859ce"
> +
> +S = "${WORKDIR}/git"
> +
> +CXXFLAGS_append = " -O3 -DNDEBUG -fPIC -I${STAGING_INCDIR}"
> +LDFLAGS_append = " -L${STAGING_LIBDIR}"
> +
> +EXTRA_OEMAKE = "\
> +    'CXX=${CXX}' \
> +    'CXXFLAGS=${CXXFLAGS}' \
> +    'AR=${AR}' \
> +    'LD=${LD}' \
> +    'LDFLAGS=${LDFLAGS}' \
> +    'TARGET=${TARGET_OS}' \
> +    'TARGET_ARCH=${TARGET_ARCH}'"
> +
> +do_compile() {
> +    oe_runmake -f Makefile
> +}
> +
> +do_install() {
> +    install -d ${D}${datadir}/tensorflow-lite/demos
> +    install -m 0755 ${S}/tflite_classification ${D}${datadir}/tensorflow-lite/demos
> +    install -m 0755 ${S}/tflite_segmentation ${D}${datadir}/tensorflow-lite/demos
> +    install -m 0644 ${WORKDIR}/model/deeplabv3_257_mv_gpu.tflite ${D}${datadir}/tensorflow-lite/demos
> +    install -m 0644 ${WORKDIR}/test_data/bird_segmentation.bmp ${D}${datadir}/tensorflow-lite/demos
> +    install -m 0755 ${WORKDIR}/run*.sh ${D}${datadir}/tensorflow-lite/demos
> +}
> +
> +FILES_${PN} = "${datadir}/tensorflow-lite/demos"
> -- 
> 2.17.1
> 
> _______________________________________________
> meta-arago mailing list
> meta-arago@arago-project.org
> http://arago-project.org/cgi-bin/mailman/listinfo/meta-arago

Re: [zeus/master] [PATCH 2/3] tensorflow-lite-demo: add version 01.00.00

[Gou, Hongmei]

> -----Original Message-----
> From: Dmytriyenko, Denys
> Sent: Thursday, February 27, 2020 6:15 PM
> To: Gou, Hongmei
> Cc: meta-arago@arago-project.org
> Subject: Re: [meta-arago] [zeus/master] [PATCH 2/3] tensorflow-lite-demo:
> add version 01.00.00
> 
> On Tue, Feb 25, 2020 at 06:12:25PM -0500, Hongmei Gou wrote:
> > * This supports classification and segmentation demos with tensorflow lite
> models
> >   running on Arm. It demonstrates the whole pipeline from
> image/video/camera input,
> >   to tensorflow lite inference, to display the classification/segemenation
> results.
> >
> > * OpenCV is used for capturing the input and displaying the results.
> >
> > Signed-off-by: Hongmei Gou <a0271529@ti.com>
> > ---
> >  .../files/run_classification.sh               |  7 +++
> >  .../tensorflow-lite/files/run_segmentation.sh |  8 +++
> >  .../tensorflow-lite-demo_git.bb               | 53 +++++++++++++++++++
> >  3 files changed, 68 insertions(+)
> >  create mode 100644 meta-arago-extras/recipes-support/tensorflow-
> lite/files/run_classification.sh
> >  create mode 100644 meta-arago-extras/recipes-support/tensorflow-
> lite/files/run_segmentation.sh
> >  create mode 100644 meta-arago-extras/recipes-support/tensorflow-
> lite/tensorflow-lite-demo_git.bb
> >
> > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> lite/files/run_classification.sh b/meta-arago-extras/recipes-
> support/tensorflow-lite/files/run_classification.sh
> > new file mode 100644
> > index 00000000..b2ad7fc4
> > --- /dev/null
> > +++ b/meta-arago-extras/recipes-support/tensorflow-
> lite/files/run_classification.sh
> > @@ -0,0 +1,7 @@
> > +#!/bin/sh
> > +
> > +cd /usr/share/tensorflow-lite/demos
> > +
> > +# Run tflite_classification binary with the model, the input image, and the
> label file specified.
> > +# Classification label is overlayed with the input image. Right click the
> image display window to exit.
> > +./tflite_classification -m ../examples/mobilenet_v1_1.0_224_quant.tflite -
> i ../examples/grace_hopper.bmp -l ../examples/labels.txt
> > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> lite/files/run_segmentation.sh b/meta-arago-extras/recipes-
> support/tensorflow-lite/files/run_segmentation.sh
> > new file mode 100644
> > index 00000000..5caea127
> > --- /dev/null
> > +++ b/meta-arago-extras/recipes-support/tensorflow-
> lite/files/run_segmentation.sh
> > @@ -0,0 +1,8 @@
> > +#!/bin/sh
> > +
> > +cd /usr/share/tensorflow-lite/demos
> > +
> > +# Run tflite_segmentation binary with the model and the input image
> specified.
> > +# The display window shows the input(resized) image, segmentation
> map, overlay
> > +# of the former two. Right click the image display window to exit.
> > +./tflite_segmentation -m ./deeplabv3_257_mv_gpu.tflite -i
> ./bird_segmentation.bmp
> > diff --git a/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-
> lite-demo_git.bb b/meta-arago-extras/recipes-support/tensorflow-
> lite/tensorflow-lite-demo_git.bb
> > new file mode 100644
> > index 00000000..9b99b63c
> > --- /dev/null
> > +++ b/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite-
> demo_git.bb
> > @@ -0,0 +1,53 @@
> > +DESCRIPTION = "Tensorflow Lite Demo with input and display via OpenCV
> and TIDL acceleration for AM5"
> 
> SUMMARY?

Do you mean adding "SUMMARY" or replacing "DESCRIPTION" with "SUMMARY"?

> 
> 
> > +LICENSE = "Apache-2.0"
> > +LIC_FILES_CHKSUM =
> "file://LICENSE;md5=d8927f3331d2b3e321b7dd1925166d25"
> > +
> > +DEPENDS = "tensorflow-lite flatbuffers opencv"
> > +
> > +COMPATIBLE_MACHINE = "ti33x|ti43x|omap-a15|am65xx"
> 
> Why ^^^?

This demo has dependency on OpenCV for GUI display, which is available for the machines above.

> 
> 
> > +PV = "01.00.00"
> > +PR = "r0"
> > +
> > +BRANCH = "master"
> > +SRC_URI  = "git://git.ti.com/apps/tensorflow-lite-
> examples.git;protocol=git;branch=${BRANCH} \
> > +
> http://storage.googleapis.com/download.tensorflow.org/models/tflite/gpu/
> deeplabv3_257_mv_gpu.tflite;name=deeplabv3;subdir=${WORKDIR}/model
> ;destsuffix=model \
> > +            http://raw.githubusercontent.com/google-
> coral/edgetpu/master/test_data/bird_segmentation.bmp;name=bird_segm
> entation;subdir=${WORKDIR}/test_data;destsuffix=test_data \
> > +            file://run_classification.sh \
> > +            file://run_segmentation.sh"
> > +
> > +SRC_URI[deeplabv3.md5sum] = "4a24db5a5fb05c47586a1197765e8548"
> > +SRC_URI[deeplabv3.sha256sum] =
> "68a539782c2c6a72f8aac3724600124a85ed977162b44e84cbae5db717c933c6"
> > +SRC_URI[bird_segmentation.md5sum] =
> "fc3202ac4e3033b36df3043de6dc32c9"
> > +SRC_URI[bird_segmentation.sha256sum] =
> "e43cedd29ab385db787531c8a6cdcb31c5e4292af34f242877ed40611e502670"
> > +
> > +SRCREV = "d84f1d43585c0db2fa6a1c15db9145ab53f859ce"
> > +
> > +S = "${WORKDIR}/git"
> > +
> > +CXXFLAGS_append = " -O3 -DNDEBUG -fPIC -I${STAGING_INCDIR}"
> > +LDFLAGS_append = " -L${STAGING_LIBDIR}"
> > +
> > +EXTRA_OEMAKE = "\
> > +    'CXX=${CXX}' \
> > +    'CXXFLAGS=${CXXFLAGS}' \
> > +    'AR=${AR}' \
> > +    'LD=${LD}' \
> > +    'LDFLAGS=${LDFLAGS}' \
> > +    'TARGET=${TARGET_OS}' \
> > +    'TARGET_ARCH=${TARGET_ARCH}'"
> > +
> > +do_compile() {
> > +    oe_runmake -f Makefile
> > +}
> > +
> > +do_install() {
> > +    install -d ${D}${datadir}/tensorflow-lite/demos
> > +    install -m 0755 ${S}/tflite_classification ${D}${datadir}/tensorflow-
> lite/demos
> > +    install -m 0755 ${S}/tflite_segmentation ${D}${datadir}/tensorflow-
> lite/demos
> > +    install -m 0644 ${WORKDIR}/model/deeplabv3_257_mv_gpu.tflite
> ${D}${datadir}/tensorflow-lite/demos
> > +    install -m 0644 ${WORKDIR}/test_data/bird_segmentation.bmp
> ${D}${datadir}/tensorflow-lite/demos
> > +    install -m 0755 ${WORKDIR}/run*.sh ${D}${datadir}/tensorflow-
> lite/demos
> > +}
> > +
> > +FILES_${PN} = "${datadir}/tensorflow-lite/demos"
> > --
> > 2.17.1
> >
> > _______________________________________________
> > meta-arago mailing list
> > meta-arago@arago-project.org
> > http://arago-project.org/cgi-bin/mailman/listinfo/meta-arago

Re: [zeus/master] [PATCH 2/3] tensorflow-lite-demo: add version 01.00.00

[Denys Dmytriyenko]

On Fri, Feb 28, 2020 at 12:00:46PM -0500, Gou, Hongmei wrote:
> > -----Original Message-----
> > From: Dmytriyenko, Denys
> > Sent: Thursday, February 27, 2020 6:15 PM
> > To: Gou, Hongmei
> > Cc: meta-arago@arago-project.org
> > Subject: Re: [meta-arago] [zeus/master] [PATCH 2/3] tensorflow-lite-demo:
> > add version 01.00.00
> > 
> > On Tue, Feb 25, 2020 at 06:12:25PM -0500, Hongmei Gou wrote:
> > > * This supports classification and segmentation demos with tensorflow lite
> > models
> > >   running on Arm. It demonstrates the whole pipeline from
> > image/video/camera input,
> > >   to tensorflow lite inference, to display the classification/segemenation
> > results.
> > >
> > > * OpenCV is used for capturing the input and displaying the results.
> > >
> > > Signed-off-by: Hongmei Gou <a0271529@ti.com>
> > > ---
> > >  .../files/run_classification.sh               |  7 +++
> > >  .../tensorflow-lite/files/run_segmentation.sh |  8 +++
> > >  .../tensorflow-lite-demo_git.bb               | 53 +++++++++++++++++++
> > >  3 files changed, 68 insertions(+)
> > >  create mode 100644 meta-arago-extras/recipes-support/tensorflow-
> > lite/files/run_classification.sh
> > >  create mode 100644 meta-arago-extras/recipes-support/tensorflow-
> > lite/files/run_segmentation.sh
> > >  create mode 100644 meta-arago-extras/recipes-support/tensorflow-
> > lite/tensorflow-lite-demo_git.bb
> > >
> > > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> > lite/files/run_classification.sh b/meta-arago-extras/recipes-
> > support/tensorflow-lite/files/run_classification.sh
> > > new file mode 100644
> > > index 00000000..b2ad7fc4
> > > --- /dev/null
> > > +++ b/meta-arago-extras/recipes-support/tensorflow-
> > lite/files/run_classification.sh
> > > @@ -0,0 +1,7 @@
> > > +#!/bin/sh
> > > +
> > > +cd /usr/share/tensorflow-lite/demos
> > > +
> > > +# Run tflite_classification binary with the model, the input image, and the
> > label file specified.
> > > +# Classification label is overlayed with the input image. Right click the
> > image display window to exit.
> > > +./tflite_classification -m ../examples/mobilenet_v1_1.0_224_quant.tflite -
> > i ../examples/grace_hopper.bmp -l ../examples/labels.txt
> > > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> > lite/files/run_segmentation.sh b/meta-arago-extras/recipes-
> > support/tensorflow-lite/files/run_segmentation.sh
> > > new file mode 100644
> > > index 00000000..5caea127
> > > --- /dev/null
> > > +++ b/meta-arago-extras/recipes-support/tensorflow-
> > lite/files/run_segmentation.sh
> > > @@ -0,0 +1,8 @@
> > > +#!/bin/sh
> > > +
> > > +cd /usr/share/tensorflow-lite/demos
> > > +
> > > +# Run tflite_segmentation binary with the model and the input image
> > specified.
> > > +# The display window shows the input(resized) image, segmentation
> > map, overlay
> > > +# of the former two. Right click the image display window to exit.
> > > +./tflite_segmentation -m ./deeplabv3_257_mv_gpu.tflite -i
> > ./bird_segmentation.bmp
> > > diff --git a/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-
> > lite-demo_git.bb b/meta-arago-extras/recipes-support/tensorflow-
> > lite/tensorflow-lite-demo_git.bb
> > > new file mode 100644
> > > index 00000000..9b99b63c
> > > --- /dev/null
> > > +++ b/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-lite-
> > demo_git.bb
> > > @@ -0,0 +1,53 @@
> > > +DESCRIPTION = "Tensorflow Lite Demo with input and display via OpenCV
> > and TIDL acceleration for AM5"
> > 
> > SUMMARY?
> 
> Do you mean adding "SUMMARY" or replacing "DESCRIPTION" with "SUMMARY"?

Either.


> > > +LICENSE = "Apache-2.0"
> > > +LIC_FILES_CHKSUM =
> > "file://LICENSE;md5=d8927f3331d2b3e321b7dd1925166d25"
> > > +
> > > +DEPENDS = "tensorflow-lite flatbuffers opencv"
> > > +
> > > +COMPATIBLE_MACHINE = "ti33x|ti43x|omap-a15|am65xx"
> > 
> > Why ^^^?
> 
> This demo has dependency on OpenCV for GUI display, which is available for the machines above.

Yes, pushed a fix for that - OpenCV was limited to DSP-enabled platforms in 
Zeus due to initial integration limitations.


> > > +PV = "01.00.00"
> > > +PR = "r0"
> > > +
> > > +BRANCH = "master"
> > > +SRC_URI  = "git://git.ti.com/apps/tensorflow-lite-
> > examples.git;protocol=git;branch=${BRANCH} \
> > > +
> > http://storage.googleapis.com/download.tensorflow.org/models/tflite/gpu/
> > deeplabv3_257_mv_gpu.tflite;name=deeplabv3;subdir=${WORKDIR}/model
> > ;destsuffix=model \
> > > +            http://raw.githubusercontent.com/google-
> > coral/edgetpu/master/test_data/bird_segmentation.bmp;name=bird_segm
> > entation;subdir=${WORKDIR}/test_data;destsuffix=test_data \
> > > +            file://run_classification.sh \
> > > +            file://run_segmentation.sh"
> > > +
> > > +SRC_URI[deeplabv3.md5sum] = "4a24db5a5fb05c47586a1197765e8548"
> > > +SRC_URI[deeplabv3.sha256sum] =
> > "68a539782c2c6a72f8aac3724600124a85ed977162b44e84cbae5db717c933c6"
> > > +SRC_URI[bird_segmentation.md5sum] =
> > "fc3202ac4e3033b36df3043de6dc32c9"
> > > +SRC_URI[bird_segmentation.sha256sum] =
> > "e43cedd29ab385db787531c8a6cdcb31c5e4292af34f242877ed40611e502670"
> > > +
> > > +SRCREV = "d84f1d43585c0db2fa6a1c15db9145ab53f859ce"
> > > +
> > > +S = "${WORKDIR}/git"
> > > +
> > > +CXXFLAGS_append = " -O3 -DNDEBUG -fPIC -I${STAGING_INCDIR}"
> > > +LDFLAGS_append = " -L${STAGING_LIBDIR}"
> > > +
> > > +EXTRA_OEMAKE = "\
> > > +    'CXX=${CXX}' \
> > > +    'CXXFLAGS=${CXXFLAGS}' \
> > > +    'AR=${AR}' \
> > > +    'LD=${LD}' \
> > > +    'LDFLAGS=${LDFLAGS}' \
> > > +    'TARGET=${TARGET_OS}' \
> > > +    'TARGET_ARCH=${TARGET_ARCH}'"
> > > +
> > > +do_compile() {
> > > +    oe_runmake -f Makefile
> > > +}
> > > +
> > > +do_install() {
> > > +    install -d ${D}${datadir}/tensorflow-lite/demos
> > > +    install -m 0755 ${S}/tflite_classification ${D}${datadir}/tensorflow-
> > lite/demos
> > > +    install -m 0755 ${S}/tflite_segmentation ${D}${datadir}/tensorflow-
> > lite/demos
> > > +    install -m 0644 ${WORKDIR}/model/deeplabv3_257_mv_gpu.tflite
> > ${D}${datadir}/tensorflow-lite/demos
> > > +    install -m 0644 ${WORKDIR}/test_data/bird_segmentation.bmp
> > ${D}${datadir}/tensorflow-lite/demos
> > > +    install -m 0755 ${WORKDIR}/run*.sh ${D}${datadir}/tensorflow-
> > lite/demos
> > > +}
> > > +
> > > +FILES_${PN} = "${datadir}/tensorflow-lite/demos"
> > > --
> > > 2.17.1
> > >
> > > _______________________________________________
> > > meta-arago mailing list
> > > meta-arago@arago-project.org
> > > http://arago-project.org/cgi-bin/mailman/listinfo/meta-arago

Re: [zeus/master] [PATCH 2/3] tensorflow-lite-demo: add version 01.00.00

[Gou, Hongmei]

> -----Original Message-----
> From: Dmytriyenko, Denys
> Sent: Friday, February 28, 2020 12:12 PM
> To: Gou, Hongmei
> Cc: meta-arago@arago-project.org
> Subject: Re: [meta-arago] [zeus/master] [PATCH 2/3] tensorflow-lite-demo:
> add version 01.00.00
> 
> On Fri, Feb 28, 2020 at 12:00:46PM -0500, Gou, Hongmei wrote:
> > > -----Original Message-----
> > > From: Dmytriyenko, Denys
> > > Sent: Thursday, February 27, 2020 6:15 PM
> > > To: Gou, Hongmei
> > > Cc: meta-arago@arago-project.org
> > > Subject: Re: [meta-arago] [zeus/master] [PATCH 2/3] tensorflow-lite-
> demo:
> > > add version 01.00.00
> > >
> > > On Tue, Feb 25, 2020 at 06:12:25PM -0500, Hongmei Gou wrote:
> > > > * This supports classification and segmentation demos with tensorflow
> lite
> > > models
> > > >   running on Arm. It demonstrates the whole pipeline from
> > > image/video/camera input,
> > > >   to tensorflow lite inference, to display the classification/segemenation
> > > results.
> > > >
> > > > * OpenCV is used for capturing the input and displaying the results.
> > > >
> > > > Signed-off-by: Hongmei Gou <a0271529@ti.com>
> > > > ---
> > > >  .../files/run_classification.sh               |  7 +++
> > > >  .../tensorflow-lite/files/run_segmentation.sh |  8 +++
> > > >  .../tensorflow-lite-demo_git.bb               | 53 +++++++++++++++++++
> > > >  3 files changed, 68 insertions(+)
> > > >  create mode 100644 meta-arago-extras/recipes-support/tensorflow-
> > > lite/files/run_classification.sh
> > > >  create mode 100644 meta-arago-extras/recipes-support/tensorflow-
> > > lite/files/run_segmentation.sh
> > > >  create mode 100644 meta-arago-extras/recipes-support/tensorflow-
> > > lite/tensorflow-lite-demo_git.bb
> > > >
> > > > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> > > lite/files/run_classification.sh b/meta-arago-extras/recipes-
> > > support/tensorflow-lite/files/run_classification.sh
> > > > new file mode 100644
> > > > index 00000000..b2ad7fc4
> > > > --- /dev/null
> > > > +++ b/meta-arago-extras/recipes-support/tensorflow-
> > > lite/files/run_classification.sh
> > > > @@ -0,0 +1,7 @@
> > > > +#!/bin/sh
> > > > +
> > > > +cd /usr/share/tensorflow-lite/demos
> > > > +
> > > > +# Run tflite_classification binary with the model, the input image, and
> the
> > > label file specified.
> > > > +# Classification label is overlayed with the input image. Right click the
> > > image display window to exit.
> > > > +./tflite_classification -m
> ../examples/mobilenet_v1_1.0_224_quant.tflite -
> > > i ../examples/grace_hopper.bmp -l ../examples/labels.txt
> > > > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> > > lite/files/run_segmentation.sh b/meta-arago-extras/recipes-
> > > support/tensorflow-lite/files/run_segmentation.sh
> > > > new file mode 100644
> > > > index 00000000..5caea127
> > > > --- /dev/null
> > > > +++ b/meta-arago-extras/recipes-support/tensorflow-
> > > lite/files/run_segmentation.sh
> > > > @@ -0,0 +1,8 @@
> > > > +#!/bin/sh
> > > > +
> > > > +cd /usr/share/tensorflow-lite/demos
> > > > +
> > > > +# Run tflite_segmentation binary with the model and the input image
> > > specified.
> > > > +# The display window shows the input(resized) image, segmentation
> > > map, overlay
> > > > +# of the former two. Right click the image display window to exit.
> > > > +./tflite_segmentation -m ./deeplabv3_257_mv_gpu.tflite -i
> > > ./bird_segmentation.bmp
> > > > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> lite/tensorflow-
> > > lite-demo_git.bb b/meta-arago-extras/recipes-support/tensorflow-
> > > lite/tensorflow-lite-demo_git.bb
> > > > new file mode 100644
> > > > index 00000000..9b99b63c
> > > > --- /dev/null
> > > > +++ b/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-
> lite-
> > > demo_git.bb
> > > > @@ -0,0 +1,53 @@
> > > > +DESCRIPTION = "Tensorflow Lite Demo with input and display via
> OpenCV
> > > and TIDL acceleration for AM5"
> > >
> > > SUMMARY?
> >
> > Do you mean adding "SUMMARY" or replacing "DESCRIPTION" with
> "SUMMARY"?
> 
> Either.

Thank you! Just submitted a v2 patch to replace "DESCRIPTION" with "SUMMARY".

> 
> 
> > > > +LICENSE = "Apache-2.0"
> > > > +LIC_FILES_CHKSUM =
> > > "file://LICENSE;md5=d8927f3331d2b3e321b7dd1925166d25"
> > > > +
> > > > +DEPENDS = "tensorflow-lite flatbuffers opencv"
> > > > +
> > > > +COMPATIBLE_MACHINE = "ti33x|ti43x|omap-a15|am65xx"
> > >
> > > Why ^^^?
> >
> > This demo has dependency on OpenCV for GUI display, which is available
> for the machines above.
> 
> Yes, pushed a fix for that - OpenCV was limited to DSP-enabled platforms in
> Zeus due to initial integration limitations.
> 
> 
> > > > +PV = "01.00.00"
> > > > +PR = "r0"
> > > > +
> > > > +BRANCH = "master"
> > > > +SRC_URI  = "git://git.ti.com/apps/tensorflow-lite-
> > > examples.git;protocol=git;branch=${BRANCH} \
> > > > +
> > >
> http://storage.googleapis.com/download.tensorflow.org/models/tflite/gpu/
> > >
> deeplabv3_257_mv_gpu.tflite;name=deeplabv3;subdir=${WORKDIR}/model
> > > ;destsuffix=model \
> > > > +            http://raw.githubusercontent.com/google-
> > >
> coral/edgetpu/master/test_data/bird_segmentation.bmp;name=bird_segm
> > > entation;subdir=${WORKDIR}/test_data;destsuffix=test_data \
> > > > +            file://run_classification.sh \
> > > > +            file://run_segmentation.sh"
> > > > +
> > > > +SRC_URI[deeplabv3.md5sum] =
> "4a24db5a5fb05c47586a1197765e8548"
> > > > +SRC_URI[deeplabv3.sha256sum] =
> > >
> "68a539782c2c6a72f8aac3724600124a85ed977162b44e84cbae5db717c933c6"
> > > > +SRC_URI[bird_segmentation.md5sum] =
> > > "fc3202ac4e3033b36df3043de6dc32c9"
> > > > +SRC_URI[bird_segmentation.sha256sum] =
> > >
> "e43cedd29ab385db787531c8a6cdcb31c5e4292af34f242877ed40611e502670"
> > > > +
> > > > +SRCREV = "d84f1d43585c0db2fa6a1c15db9145ab53f859ce"
> > > > +
> > > > +S = "${WORKDIR}/git"
> > > > +
> > > > +CXXFLAGS_append = " -O3 -DNDEBUG -fPIC -I${STAGING_INCDIR}"
> > > > +LDFLAGS_append = " -L${STAGING_LIBDIR}"
> > > > +
> > > > +EXTRA_OEMAKE = "\
> > > > +    'CXX=${CXX}' \
> > > > +    'CXXFLAGS=${CXXFLAGS}' \
> > > > +    'AR=${AR}' \
> > > > +    'LD=${LD}' \
> > > > +    'LDFLAGS=${LDFLAGS}' \
> > > > +    'TARGET=${TARGET_OS}' \
> > > > +    'TARGET_ARCH=${TARGET_ARCH}'"
> > > > +
> > > > +do_compile() {
> > > > +    oe_runmake -f Makefile
> > > > +}
> > > > +
> > > > +do_install() {
> > > > +    install -d ${D}${datadir}/tensorflow-lite/demos
> > > > +    install -m 0755 ${S}/tflite_classification ${D}${datadir}/tensorflow-
> > > lite/demos
> > > > +    install -m 0755 ${S}/tflite_segmentation ${D}${datadir}/tensorflow-
> > > lite/demos
> > > > +    install -m 0644 ${WORKDIR}/model/deeplabv3_257_mv_gpu.tflite
> > > ${D}${datadir}/tensorflow-lite/demos
> > > > +    install -m 0644 ${WORKDIR}/test_data/bird_segmentation.bmp
> > > ${D}${datadir}/tensorflow-lite/demos
> > > > +    install -m 0755 ${WORKDIR}/run*.sh ${D}${datadir}/tensorflow-
> > > lite/demos
> > > > +}
> > > > +
> > > > +FILES_${PN} = "${datadir}/tensorflow-lite/demos"
> > > > --
> > > > 2.17.1
> > > >
> > > > _______________________________________________
> > > > meta-arago mailing list
> > > > meta-arago@arago-project.org
> > > > http://arago-project.org/cgi-bin/mailman/listinfo/meta-arago

Re: [zeus/master] [PATCH 2/3] tensorflow-lite-demo: add version 01.00.00

[Denys Dmytriyenko]

On Fri, Feb 28, 2020 at 12:22:36PM -0500, Gou, Hongmei wrote:
> > -----Original Message-----
> > From: Dmytriyenko, Denys
> > Sent: Friday, February 28, 2020 12:12 PM
> > To: Gou, Hongmei
> > Cc: meta-arago@arago-project.org
> > Subject: Re: [meta-arago] [zeus/master] [PATCH 2/3] tensorflow-lite-demo:
> > add version 01.00.00
> > 
> > On Fri, Feb 28, 2020 at 12:00:46PM -0500, Gou, Hongmei wrote:
> > > > -----Original Message-----
> > > > From: Dmytriyenko, Denys
> > > > Sent: Thursday, February 27, 2020 6:15 PM
> > > > To: Gou, Hongmei
> > > > Cc: meta-arago@arago-project.org
> > > > Subject: Re: [meta-arago] [zeus/master] [PATCH 2/3] tensorflow-lite-
> > demo:
> > > > add version 01.00.00
> > > >
> > > > On Tue, Feb 25, 2020 at 06:12:25PM -0500, Hongmei Gou wrote:
> > > > > * This supports classification and segmentation demos with tensorflow
> > lite
> > > > models
> > > > >   running on Arm. It demonstrates the whole pipeline from
> > > > image/video/camera input,
> > > > >   to tensorflow lite inference, to display the classification/segemenation
> > > > results.
> > > > >
> > > > > * OpenCV is used for capturing the input and displaying the results.
> > > > >
> > > > > Signed-off-by: Hongmei Gou <a0271529@ti.com>
> > > > > ---
> > > > >  .../files/run_classification.sh               |  7 +++
> > > > >  .../tensorflow-lite/files/run_segmentation.sh |  8 +++
> > > > >  .../tensorflow-lite-demo_git.bb               | 53 +++++++++++++++++++
> > > > >  3 files changed, 68 insertions(+)
> > > > >  create mode 100644 meta-arago-extras/recipes-support/tensorflow-
> > > > lite/files/run_classification.sh
> > > > >  create mode 100644 meta-arago-extras/recipes-support/tensorflow-
> > > > lite/files/run_segmentation.sh
> > > > >  create mode 100644 meta-arago-extras/recipes-support/tensorflow-
> > > > lite/tensorflow-lite-demo_git.bb
> > > > >
> > > > > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> > > > lite/files/run_classification.sh b/meta-arago-extras/recipes-
> > > > support/tensorflow-lite/files/run_classification.sh
> > > > > new file mode 100644
> > > > > index 00000000..b2ad7fc4
> > > > > --- /dev/null
> > > > > +++ b/meta-arago-extras/recipes-support/tensorflow-
> > > > lite/files/run_classification.sh
> > > > > @@ -0,0 +1,7 @@
> > > > > +#!/bin/sh
> > > > > +
> > > > > +cd /usr/share/tensorflow-lite/demos
> > > > > +
> > > > > +# Run tflite_classification binary with the model, the input image, and
> > the
> > > > label file specified.
> > > > > +# Classification label is overlayed with the input image. Right click the
> > > > image display window to exit.
> > > > > +./tflite_classification -m
> > ../examples/mobilenet_v1_1.0_224_quant.tflite -
> > > > i ../examples/grace_hopper.bmp -l ../examples/labels.txt
> > > > > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> > > > lite/files/run_segmentation.sh b/meta-arago-extras/recipes-
> > > > support/tensorflow-lite/files/run_segmentation.sh
> > > > > new file mode 100644
> > > > > index 00000000..5caea127
> > > > > --- /dev/null
> > > > > +++ b/meta-arago-extras/recipes-support/tensorflow-
> > > > lite/files/run_segmentation.sh
> > > > > @@ -0,0 +1,8 @@
> > > > > +#!/bin/sh
> > > > > +
> > > > > +cd /usr/share/tensorflow-lite/demos
> > > > > +
> > > > > +# Run tflite_segmentation binary with the model and the input image
> > > > specified.
> > > > > +# The display window shows the input(resized) image, segmentation
> > > > map, overlay
> > > > > +# of the former two. Right click the image display window to exit.
> > > > > +./tflite_segmentation -m ./deeplabv3_257_mv_gpu.tflite -i
> > > > ./bird_segmentation.bmp
> > > > > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> > lite/tensorflow-
> > > > lite-demo_git.bb b/meta-arago-extras/recipes-support/tensorflow-
> > > > lite/tensorflow-lite-demo_git.bb
> > > > > new file mode 100644
> > > > > index 00000000..9b99b63c
> > > > > --- /dev/null
> > > > > +++ b/meta-arago-extras/recipes-support/tensorflow-lite/tensorflow-
> > lite-
> > > > demo_git.bb
> > > > > @@ -0,0 +1,53 @@
> > > > > +DESCRIPTION = "Tensorflow Lite Demo with input and display via
> > OpenCV
> > > > and TIDL acceleration for AM5"
> > > >
> > > > SUMMARY?
> > >
> > > Do you mean adding "SUMMARY" or replacing "DESCRIPTION" with
> > "SUMMARY"?
> > 
> > Either.
> 
> Thank you! Just submitted a v2 patch to replace "DESCRIPTION" with "SUMMARY".

SUMMARY is required and is a short one-line.
DESCRIPTION is optional and can be a longer, more detailed one.

BTW, I already merged v1 - can you please submit a separate change? Thanks!


> > > > > +LICENSE = "Apache-2.0"
> > > > > +LIC_FILES_CHKSUM =
> > > > "file://LICENSE;md5=d8927f3331d2b3e321b7dd1925166d25"
> > > > > +
> > > > > +DEPENDS = "tensorflow-lite flatbuffers opencv"
> > > > > +
> > > > > +COMPATIBLE_MACHINE = "ti33x|ti43x|omap-a15|am65xx"
> > > >
> > > > Why ^^^?
> > >
> > > This demo has dependency on OpenCV for GUI display, which is available
> > for the machines above.
> > 
> > Yes, pushed a fix for that - OpenCV was limited to DSP-enabled platforms in
> > Zeus due to initial integration limitations.
> > 
> > 
> > > > > +PV = "01.00.00"
> > > > > +PR = "r0"
> > > > > +
> > > > > +BRANCH = "master"
> > > > > +SRC_URI  = "git://git.ti.com/apps/tensorflow-lite-
> > > > examples.git;protocol=git;branch=${BRANCH} \
> > > > > +
> > > >
> > http://storage.googleapis.com/download.tensorflow.org/models/tflite/gpu/
> > > >
> > deeplabv3_257_mv_gpu.tflite;name=deeplabv3;subdir=${WORKDIR}/model
> > > > ;destsuffix=model \
> > > > > +            http://raw.githubusercontent.com/google-
> > > >
> > coral/edgetpu/master/test_data/bird_segmentation.bmp;name=bird_segm
> > > > entation;subdir=${WORKDIR}/test_data;destsuffix=test_data \
> > > > > +            file://run_classification.sh \
> > > > > +            file://run_segmentation.sh"
> > > > > +
> > > > > +SRC_URI[deeplabv3.md5sum] =
> > "4a24db5a5fb05c47586a1197765e8548"
> > > > > +SRC_URI[deeplabv3.sha256sum] =
> > > >
> > "68a539782c2c6a72f8aac3724600124a85ed977162b44e84cbae5db717c933c6"
> > > > > +SRC_URI[bird_segmentation.md5sum] =
> > > > "fc3202ac4e3033b36df3043de6dc32c9"
> > > > > +SRC_URI[bird_segmentation.sha256sum] =
> > > >
> > "e43cedd29ab385db787531c8a6cdcb31c5e4292af34f242877ed40611e502670"
> > > > > +
> > > > > +SRCREV = "d84f1d43585c0db2fa6a1c15db9145ab53f859ce"
> > > > > +
> > > > > +S = "${WORKDIR}/git"
> > > > > +
> > > > > +CXXFLAGS_append = " -O3 -DNDEBUG -fPIC -I${STAGING_INCDIR}"
> > > > > +LDFLAGS_append = " -L${STAGING_LIBDIR}"
> > > > > +
> > > > > +EXTRA_OEMAKE = "\
> > > > > +    'CXX=${CXX}' \
> > > > > +    'CXXFLAGS=${CXXFLAGS}' \
> > > > > +    'AR=${AR}' \
> > > > > +    'LD=${LD}' \
> > > > > +    'LDFLAGS=${LDFLAGS}' \
> > > > > +    'TARGET=${TARGET_OS}' \
> > > > > +    'TARGET_ARCH=${TARGET_ARCH}'"
> > > > > +
> > > > > +do_compile() {
> > > > > +    oe_runmake -f Makefile
> > > > > +}
> > > > > +
> > > > > +do_install() {
> > > > > +    install -d ${D}${datadir}/tensorflow-lite/demos
> > > > > +    install -m 0755 ${S}/tflite_classification ${D}${datadir}/tensorflow-
> > > > lite/demos
> > > > > +    install -m 0755 ${S}/tflite_segmentation ${D}${datadir}/tensorflow-
> > > > lite/demos
> > > > > +    install -m 0644 ${WORKDIR}/model/deeplabv3_257_mv_gpu.tflite
> > > > ${D}${datadir}/tensorflow-lite/demos
> > > > > +    install -m 0644 ${WORKDIR}/test_data/bird_segmentation.bmp
> > > > ${D}${datadir}/tensorflow-lite/demos
> > > > > +    install -m 0755 ${WORKDIR}/run*.sh ${D}${datadir}/tensorflow-
> > > > lite/demos
> > > > > +}
> > > > > +
> > > > > +FILES_${PN} = "${datadir}/tensorflow-lite/demos"
> > > > > --
> > > > > 2.17.1
> > > > >
> > > > > _______________________________________________
> > > > > meta-arago mailing list
> > > > > meta-arago@arago-project.org
> > > > > http://arago-project.org/cgi-bin/mailman/listinfo/meta-arago

Re: [zeus/master] [PATCH 2/3] tensorflow-lite-demo: add version 01.00.00

[Gou, Hongmei]

> -----Original Message-----
> From: Dmytriyenko, Denys
> Sent: Friday, February 28, 2020 12:25 PM
> To: Gou, Hongmei
> Cc: meta-arago@arago-project.org
> Subject: Re: [meta-arago] [zeus/master] [PATCH 2/3] tensorflow-lite-demo:
> add version 01.00.00
> 
> On Fri, Feb 28, 2020 at 12:22:36PM -0500, Gou, Hongmei wrote:
> > > -----Original Message-----
> > > From: Dmytriyenko, Denys
> > > Sent: Friday, February 28, 2020 12:12 PM
> > > To: Gou, Hongmei
> > > Cc: meta-arago@arago-project.org
> > > Subject: Re: [meta-arago] [zeus/master] [PATCH 2/3] tensorflow-lite-
> demo:
> > > add version 01.00.00
> > >
> > > On Fri, Feb 28, 2020 at 12:00:46PM -0500, Gou, Hongmei wrote:
> > > > > -----Original Message-----
> > > > > From: Dmytriyenko, Denys
> > > > > Sent: Thursday, February 27, 2020 6:15 PM
> > > > > To: Gou, Hongmei
> > > > > Cc: meta-arago@arago-project.org
> > > > > Subject: Re: [meta-arago] [zeus/master] [PATCH 2/3] tensorflow-lite-
> > > demo:
> > > > > add version 01.00.00
> > > > >
> > > > > On Tue, Feb 25, 2020 at 06:12:25PM -0500, Hongmei Gou wrote:
> > > > > > * This supports classification and segmentation demos with
> tensorflow
> > > lite
> > > > > models
> > > > > >   running on Arm. It demonstrates the whole pipeline from
> > > > > image/video/camera input,
> > > > > >   to tensorflow lite inference, to display the
> classification/segemenation
> > > > > results.
> > > > > >
> > > > > > * OpenCV is used for capturing the input and displaying the results.
> > > > > >
> > > > > > Signed-off-by: Hongmei Gou <a0271529@ti.com>
> > > > > > ---
> > > > > >  .../files/run_classification.sh               |  7 +++
> > > > > >  .../tensorflow-lite/files/run_segmentation.sh |  8 +++
> > > > > >  .../tensorflow-lite-demo_git.bb               | 53
> +++++++++++++++++++
> > > > > >  3 files changed, 68 insertions(+)
> > > > > >  create mode 100644 meta-arago-extras/recipes-
> support/tensorflow-
> > > > > lite/files/run_classification.sh
> > > > > >  create mode 100644 meta-arago-extras/recipes-
> support/tensorflow-
> > > > > lite/files/run_segmentation.sh
> > > > > >  create mode 100644 meta-arago-extras/recipes-
> support/tensorflow-
> > > > > lite/tensorflow-lite-demo_git.bb
> > > > > >
> > > > > > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> > > > > lite/files/run_classification.sh b/meta-arago-extras/recipes-
> > > > > support/tensorflow-lite/files/run_classification.sh
> > > > > > new file mode 100644
> > > > > > index 00000000..b2ad7fc4
> > > > > > --- /dev/null
> > > > > > +++ b/meta-arago-extras/recipes-support/tensorflow-
> > > > > lite/files/run_classification.sh
> > > > > > @@ -0,0 +1,7 @@
> > > > > > +#!/bin/sh
> > > > > > +
> > > > > > +cd /usr/share/tensorflow-lite/demos
> > > > > > +
> > > > > > +# Run tflite_classification binary with the model, the input image,
> and
> > > the
> > > > > label file specified.
> > > > > > +# Classification label is overlayed with the input image. Right click
> the
> > > > > image display window to exit.
> > > > > > +./tflite_classification -m
> > > ../examples/mobilenet_v1_1.0_224_quant.tflite -
> > > > > i ../examples/grace_hopper.bmp -l ../examples/labels.txt
> > > > > > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> > > > > lite/files/run_segmentation.sh b/meta-arago-extras/recipes-
> > > > > support/tensorflow-lite/files/run_segmentation.sh
> > > > > > new file mode 100644
> > > > > > index 00000000..5caea127
> > > > > > --- /dev/null
> > > > > > +++ b/meta-arago-extras/recipes-support/tensorflow-
> > > > > lite/files/run_segmentation.sh
> > > > > > @@ -0,0 +1,8 @@
> > > > > > +#!/bin/sh
> > > > > > +
> > > > > > +cd /usr/share/tensorflow-lite/demos
> > > > > > +
> > > > > > +# Run tflite_segmentation binary with the model and the input
> image
> > > > > specified.
> > > > > > +# The display window shows the input(resized) image,
> segmentation
> > > > > map, overlay
> > > > > > +# of the former two. Right click the image display window to exit.
> > > > > > +./tflite_segmentation -m ./deeplabv3_257_mv_gpu.tflite -i
> > > > > ./bird_segmentation.bmp
> > > > > > diff --git a/meta-arago-extras/recipes-support/tensorflow-
> > > lite/tensorflow-
> > > > > lite-demo_git.bb b/meta-arago-extras/recipes-support/tensorflow-
> > > > > lite/tensorflow-lite-demo_git.bb
> > > > > > new file mode 100644
> > > > > > index 00000000..9b99b63c
> > > > > > --- /dev/null
> > > > > > +++ b/meta-arago-extras/recipes-support/tensorflow-
> lite/tensorflow-
> > > lite-
> > > > > demo_git.bb
> > > > > > @@ -0,0 +1,53 @@
> > > > > > +DESCRIPTION = "Tensorflow Lite Demo with input and display via
> > > OpenCV
> > > > > and TIDL acceleration for AM5"
> > > > >
> > > > > SUMMARY?
> > > >
> > > > Do you mean adding "SUMMARY" or replacing "DESCRIPTION" with
> > > "SUMMARY"?
> > >
> > > Either.
> >
> > Thank you! Just submitted a v2 patch to replace "DESCRIPTION" with
> "SUMMARY".
> 
> SUMMARY is required and is a short one-line.
> DESCRIPTION is optional and can be a longer, more detailed one.
> 
> BTW, I already merged v1 - can you please submit a separate change?
> Thanks!

Sure, I will include this change with my next recipe patch which adds the TIDL offload for AM5.

> 
> 
> > > > > > +LICENSE = "Apache-2.0"
> > > > > > +LIC_FILES_CHKSUM =
> > > > > "file://LICENSE;md5=d8927f3331d2b3e321b7dd1925166d25"
> > > > > > +
> > > > > > +DEPENDS = "tensorflow-lite flatbuffers opencv"
> > > > > > +
> > > > > > +COMPATIBLE_MACHINE = "ti33x|ti43x|omap-a15|am65xx"
> > > > >
> > > > > Why ^^^?
> > > >
> > > > This demo has dependency on OpenCV for GUI display, which is
> available
> > > for the machines above.
> > >
> > > Yes, pushed a fix for that - OpenCV was limited to DSP-enabled platforms
> in
> > > Zeus due to initial integration limitations.
> > >
> > >
> > > > > > +PV = "01.00.00"
> > > > > > +PR = "r0"
> > > > > > +
> > > > > > +BRANCH = "master"
> > > > > > +SRC_URI  = "git://git.ti.com/apps/tensorflow-lite-
> > > > > examples.git;protocol=git;branch=${BRANCH} \
> > > > > > +
> > > > >
> > >
> http://storage.googleapis.com/download.tensorflow.org/models/tflite/gpu/
> > > > >
> > >
> deeplabv3_257_mv_gpu.tflite;name=deeplabv3;subdir=${WORKDIR}/model
> > > > > ;destsuffix=model \
> > > > > > +            http://raw.githubusercontent.com/google-
> > > > >
> > >
> coral/edgetpu/master/test_data/bird_segmentation.bmp;name=bird_segm
> > > > > entation;subdir=${WORKDIR}/test_data;destsuffix=test_data \
> > > > > > +            file://run_classification.sh \
> > > > > > +            file://run_segmentation.sh"
> > > > > > +
> > > > > > +SRC_URI[deeplabv3.md5sum] =
> > > "4a24db5a5fb05c47586a1197765e8548"
> > > > > > +SRC_URI[deeplabv3.sha256sum] =
> > > > >
> > >
> "68a539782c2c6a72f8aac3724600124a85ed977162b44e84cbae5db717c933c6"
> > > > > > +SRC_URI[bird_segmentation.md5sum] =
> > > > > "fc3202ac4e3033b36df3043de6dc32c9"
> > > > > > +SRC_URI[bird_segmentation.sha256sum] =
> > > > >
> > >
> "e43cedd29ab385db787531c8a6cdcb31c5e4292af34f242877ed40611e502670"
> > > > > > +
> > > > > > +SRCREV = "d84f1d43585c0db2fa6a1c15db9145ab53f859ce"
> > > > > > +
> > > > > > +S = "${WORKDIR}/git"
> > > > > > +
> > > > > > +CXXFLAGS_append = " -O3 -DNDEBUG -fPIC -
> I${STAGING_INCDIR}"
> > > > > > +LDFLAGS_append = " -L${STAGING_LIBDIR}"
> > > > > > +
> > > > > > +EXTRA_OEMAKE = "\
> > > > > > +    'CXX=${CXX}' \
> > > > > > +    'CXXFLAGS=${CXXFLAGS}' \
> > > > > > +    'AR=${AR}' \
> > > > > > +    'LD=${LD}' \
> > > > > > +    'LDFLAGS=${LDFLAGS}' \
> > > > > > +    'TARGET=${TARGET_OS}' \
> > > > > > +    'TARGET_ARCH=${TARGET_ARCH}'"
> > > > > > +
> > > > > > +do_compile() {
> > > > > > +    oe_runmake -f Makefile
> > > > > > +}
> > > > > > +
> > > > > > +do_install() {
> > > > > > +    install -d ${D}${datadir}/tensorflow-lite/demos
> > > > > > +    install -m 0755 ${S}/tflite_classification
> ${D}${datadir}/tensorflow-
> > > > > lite/demos
> > > > > > +    install -m 0755 ${S}/tflite_segmentation
> ${D}${datadir}/tensorflow-
> > > > > lite/demos
> > > > > > +    install -m 0644
> ${WORKDIR}/model/deeplabv3_257_mv_gpu.tflite
> > > > > ${D}${datadir}/tensorflow-lite/demos
> > > > > > +    install -m 0644 ${WORKDIR}/test_data/bird_segmentation.bmp
> > > > > ${D}${datadir}/tensorflow-lite/demos
> > > > > > +    install -m 0755 ${WORKDIR}/run*.sh ${D}${datadir}/tensorflow-
> > > > > lite/demos
> > > > > > +}
> > > > > > +
> > > > > > +FILES_${PN} = "${datadir}/tensorflow-lite/demos"
> > > > > > --
> > > > > > 2.17.1
> > > > > >
> > > > > > _______________________________________________
> > > > > > meta-arago mailing list
> > > > > > meta-arago@arago-project.org
> > > > > > http://arago-project.org/cgi-bin/mailman/listinfo/meta-arago

[zeus/master] [PATCH 3/3] packagegroup-arago-tisdk-addons: replace tensorflow-lite-examples with tensorflow-lite and add tensorflow-lite-demo

[Hongmei Gou]

Signed-off-by: Hongmei Gou <a0271529@ti.com>
---
 .../packagegroup-arago-tisdk-addons.bb             | 14 +++++++++-----
 1 file changed, 9 insertions(+), 5 deletions(-)

diff --git a/meta-arago-distro/recipes-core/packagegroups/packagegroup-arago-tisdk-addons.bb b/meta-arago-distro/recipes-core/packagegroups/packagegroup-arago-tisdk-addons.bb
index a68662a7..2ed1abf7 100644
--- a/meta-arago-distro/recipes-core/packagegroups/packagegroup-arago-tisdk-addons.bb
+++ b/meta-arago-distro/recipes-core/packagegroups/packagegroup-arago-tisdk-addons.bb
@@ -1,6 +1,6 @@
 DESCRIPTION = "Task to install additional utilities/demos for SDKs"
 LICENSE = "MIT"
-PR = "r76"
+PR = "r77"
 
 PACKAGE_ARCH = "${MACHINE_ARCH}"
 
@@ -156,14 +156,16 @@ VOXEL_PACKAGES = ""
 EXTRA_PACKAGES_append_ti33x = " ${VOXEL_PACKAGES} \
                                 arm-compute-library \
                                 ${ARMNN_PACKAGES} \
-                                tensorflow-lite-examples \
+                                tensorflow-lite \
+                                tensorflow-lite-demo \
                                 pdm-anomaly-detection \
 "
 
 EXTRA_PACKAGES_append_ti43x = " ${VOXEL_PACKAGES} \
                                 arm-compute-library \
                                 ${ARMNN_PACKAGES} \
-                                tensorflow-lite-examples \
+                                tensorflow-lite \
+                                tensorflow-lite-demo \
                                 pdm-anomaly-detection \
 "
 
@@ -172,13 +174,15 @@ EXTRA_PACKAGES_append_omap-a15 = " ${VOXEL_PACKAGES} \
                                    big-data-ipc-demo-linux-firmware \
                                    arm-compute-library \
                                    ${ARMNN_PACKAGES} \
-                                   tensorflow-lite-examples \
+                                   tensorflow-lite \
+                                   tensorflow-lite-demo \
                                    pdm-anomaly-detection \
 "
 
 EXTRA_PACKAGES_append_am65xx = " arm-compute-library \
                              ${ARMNN_PACKAGES} \
-                             tensorflow-lite-examples \
+                             tensorflow-lite \
+                             tensorflow-lite-demo \
                              pdm-anomaly-detection \
 "
 
-- 
2.17.1

Re: [zeus/master] [PATCH 3/3] packagegroup-arago-tisdk-addons: replace tensorflow-lite-examples with tensorflow-lite and add tensorflow-lite-demo

[Denys Dmytriyenko]

On Tue, Feb 25, 2020 at 06:12:26PM -0500, Hongmei Gou wrote:
> Signed-off-by: Hongmei Gou <a0271529@ti.com>
> ---
>  .../packagegroup-arago-tisdk-addons.bb             | 14 +++++++++-----
>  1 file changed, 9 insertions(+), 5 deletions(-)
> 
> diff --git a/meta-arago-distro/recipes-core/packagegroups/packagegroup-arago-tisdk-addons.bb b/meta-arago-distro/recipes-core/packagegroups/packagegroup-arago-tisdk-addons.bb
> index a68662a7..2ed1abf7 100644
> --- a/meta-arago-distro/recipes-core/packagegroups/packagegroup-arago-tisdk-addons.bb
> +++ b/meta-arago-distro/recipes-core/packagegroups/packagegroup-arago-tisdk-addons.bb
> @@ -1,6 +1,6 @@
>  DESCRIPTION = "Task to install additional utilities/demos for SDKs"
>  LICENSE = "MIT"
> -PR = "r76"
> +PR = "r77"
>  
>  PACKAGE_ARCH = "${MACHINE_ARCH}"
>  
> @@ -156,14 +156,16 @@ VOXEL_PACKAGES = ""
>  EXTRA_PACKAGES_append_ti33x = " ${VOXEL_PACKAGES} \
>                                  arm-compute-library \
>                                  ${ARMNN_PACKAGES} \
> -                                tensorflow-lite-examples \
> +                                tensorflow-lite \
> +                                tensorflow-lite-demo \

tensorflow-lite-demo already depdens on tensorflow-lite - no need to 
explicitly pull both.


>                                  pdm-anomaly-detection \
>  "
>  
>  EXTRA_PACKAGES_append_ti43x = " ${VOXEL_PACKAGES} \
>                                  arm-compute-library \
>                                  ${ARMNN_PACKAGES} \
> -                                tensorflow-lite-examples \
> +                                tensorflow-lite \
> +                                tensorflow-lite-demo \
>                                  pdm-anomaly-detection \
>  "
>  
> @@ -172,13 +174,15 @@ EXTRA_PACKAGES_append_omap-a15 = " ${VOXEL_PACKAGES} \
>                                     big-data-ipc-demo-linux-firmware \
>                                     arm-compute-library \
>                                     ${ARMNN_PACKAGES} \
> -                                   tensorflow-lite-examples \
> +                                   tensorflow-lite \
> +                                   tensorflow-lite-demo \
>                                     pdm-anomaly-detection \
>  "
>  
>  EXTRA_PACKAGES_append_am65xx = " arm-compute-library \
>                               ${ARMNN_PACKAGES} \
> -                             tensorflow-lite-examples \
> +                             tensorflow-lite \
> +                             tensorflow-lite-demo \
>                               pdm-anomaly-detection \
>  "
>  
> -- 
> 2.17.1
> 
> _______________________________________________
> meta-arago mailing list
> meta-arago@arago-project.org
> http://arago-project.org/cgi-bin/mailman/listinfo/meta-arago