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: [email protected]
> > 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 <[email protected]>
> > > ---
> > > .../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
> > > [email protected]
> > > http://arago-project.org/cgi-bin/mailman/listinfo/meta-arago
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