From mboxrd@z Thu Jan 1 00:00:00 1970 Return-Path: Received: from lelv0142.ext.ti.com (lelv0142.ext.ti.com [198.47.23.249]) by arago-project.org (Postfix) with ESMTPS id 55926529F2 for ; Thu, 27 Feb 2020 23:16:52 +0000 (UTC) Received: from lelv0266.itg.ti.com ([10.180.67.225]) by lelv0142.ext.ti.com (8.15.2/8.15.2) with ESMTP id 01RNEpjI065484 for ; Thu, 27 Feb 2020 17:14:51 -0600 DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=ti.com; s=ti-com-17Q1; t=1582845291; bh=BNW85epYkpy8rcz5G9/gC10Vg9i4t7nU8X++r4tgBoM=; h=Date:From:To:CC:Subject:References:In-Reply-To; b=FXmDlUdpzuS11DOVve0EJp8jCmm9nJCTp6byvUYPmLtUurL5ksPDy22mXCZHswJqY HD6/ijw4it91gHnWO1AcjG049/a3wtytRKd2wuLj/9acG0uRl+FmFgsgt0Q5nGPA/0 CiFOb46cwaJXmq8Wxg4PO8WIkY8+cNxQg7hKN19c= Received: from DFLE113.ent.ti.com (dfle113.ent.ti.com [10.64.6.34]) by lelv0266.itg.ti.com (8.15.2/8.15.2) with ESMTPS id 01RNEpTZ022697 (version=TLSv1.2 cipher=AES256-GCM-SHA384 bits=256 verify=FAIL) for ; Thu, 27 Feb 2020 17:14:51 -0600 Received: from DFLE113.ent.ti.com (10.64.6.34) by DFLE113.ent.ti.com (10.64.6.34) with Microsoft SMTP Server (version=TLS1_2, cipher=TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA256_P256) id 15.1.1847.3; Thu, 27 Feb 2020 17:14:50 -0600 Received: from fllv0040.itg.ti.com (10.64.41.20) by DFLE113.ent.ti.com (10.64.6.34) with Microsoft SMTP Server (version=TLS1_2, cipher=TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA256_P256) id 15.1.1847.3 via Frontend Transport; Thu, 27 Feb 2020 17:14:50 -0600 Received: from localhost (ileax41-snat.itg.ti.com [10.172.224.153]) by fllv0040.itg.ti.com (8.15.2/8.15.2) with ESMTP id 01RNEojK071439; Thu, 27 Feb 2020 17:14:50 -0600 Date: Thu, 27 Feb 2020 18:14:50 -0500 From: Denys Dmytriyenko To: Hongmei Gou Message-ID: <20200227231450.GA2466@beryl> References: <20200225231226.24898-1-a0271529@ti.com> <20200225231226.24898-2-a0271529@ti.com> MIME-Version: 1.0 In-Reply-To: <20200225231226.24898-2-a0271529@ti.com> User-Agent: Mutt/1.5.24 (2015-08-30) X-EXCLAIMER-MD-CONFIG: e1e8a2fd-e40a-4ac6-ac9b-f7e9cc9ee180 Cc: meta-arago@arago-project.org Subject: Re: [zeus/master] [PATCH 2/3] tensorflow-lite-demo: add version 01.00.00 X-BeenThere: meta-arago@arago-project.org X-Mailman-Version: 2.1.12 Precedence: list List-Id: Arago metadata layer for TI SDKs - OE-Core/Yocto compatible List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , X-List-Received-Date: Thu, 27 Feb 2020 23:16:52 -0000 Content-Type: text/plain; charset="us-ascii" Content-Disposition: inline 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 > --- > .../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