From 83ea09c86c1cc2b633947ed36639f57a8135b1d2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=93=88=E5=B0=8F=E4=B8=BB?= Date: Tue, 2 Apr 2024 11:10:39 +0800 Subject: [PATCH 1/9] m --- Samples/ResnetQuickStart/README.md | 184 +++++++++ Samples/ResnetQuickStart/data/.keep | 0 Samples/ResnetQuickStart/model/.keep | 0 Samples/ResnetQuickStart/readme_img/.keep | 0 .../zh-cn_image_0000001591372956.png | Bin 0 -> 73273 bytes .../zh-cn_image_0000001592270186.png | Bin 0 -> 33591 bytes .../zh-cn_image_0000001614984502.png | Bin 0 -> 408214 bytes .../zh-cn_image_0000001615415460.png | Bin 0 -> 402167 bytes .../zh-cn_image_0000001641350421.png | Bin 0 -> 11494 bytes .../ResnetQuickStart/scripts/sample_build.sh | 46 +++ .../ResnetQuickStart/scripts/sample_run.sh | 12 + Samples/ResnetQuickStart/src/CMakeLists.txt | 46 +++ Samples/ResnetQuickStart/src/label.h | 274 ++++++++++++ .../src/sampleResnetQuickStart.cpp | 389 ++++++++++++++++++ 14 files changed, 951 insertions(+) create mode 100644 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a/Samples/ResnetQuickStart/README.md b/Samples/ResnetQuickStart/README.md new file mode 100644 index 0000000..d58aade --- /dev/null +++ b/Samples/ResnetQuickStart/README.md @@ -0,0 +1,184 @@ +# AscendCL图片分类应用 + +## 样例介绍 + +基于PyTorch框架的ResNet50模型,对\*.jpg图片分类,输出各图片所属分类的编号、名称。 + +**样例的处理流程如下图所示:** + +![输入图片说明](readme_img/zh-cn_image_0000001591372956.png) + +## 样例下载 + +可以使用以下两种方式下载,请选择其中一种进行源码准备。 + +- 命令行方式下载(**下载时间较长,但步骤简单**)。 + + ``` + # 开发环境,非root用户命令行中执行以下命令下载源码仓。 + cd ${HOME} + git clone https://gitee.com/ascend/samples.git + ``` + + **注:**如果需要切换到其它tag版本,以v0.9.0为例,可执行以下命令。 + + ``` + git checkout v0.9.0 + ``` + +- 压缩包方式下载(**下载时间较短,但步骤稍微复杂**)。 + + ``` + # 1. samples仓右上角选择 【克隆/下载】 下拉框并选择 【下载ZIP】。 + # 2. 将ZIP包上传到开发环境中的普通用户家目录中,【例如:${HOME}/ascend-samples-master.zip】。 + # 3. 开发环境中,执行以下命令,解压zip包。 + cd ${HOME} + unzip ascend-samples-master.zip + ``` + + **注:**如果需要下载其它版本代码,请在当前页面右上方按照下图切换版本。 + + ![输入图片说明](readme_img/zh-cn_image_0000001641350421.png) + + +**样例的代码目录说明如下:** + +``` +├── data // 用于存放测试图片 +├── model // 用于存放模型文件 +├── script // 用于存放编译、运行样例的脚本 +├── src // 用于存放源码 +``` + +## 准备环境 + +1. 安装CANN软件。 + + 单击[Link](https://hiascend.com/document/redirect/CannCommunityInstSoftware),获取最新版本的CANN软件安装指南。 + + **注意:**此处还可以在页面左上侧切换版本,查看对应版本的安装指南。 + +2. 设置环境变量。 + + **注:**“$HOME/Ascend”请替换“Ascend-cann-toolkit”包的实际安装路径。 + + ``` + # 设置CANN依赖的基础环境变量 + . ${HOME}/Ascend/ascend-toolkit/set_env.sh + + #如果用户环境存在多个python3版本,则指定使用python3.7.5版本 + export PATH=/usr/local/python3.7.5/bin:$PATH + #设置python3.7.5库文件路径 + export LD_LIBRARY_PATH=/usr/local/python3.7.5/lib:$LD_LIBRARY_PATH + + # 配置程序编译依赖的头文件与库文件路径 + export DDK_PATH=$HOME/Ascend/ascend-toolkit/latest + export NPU_HOST_LIB=$DDK_PATH/runtime/lib64/stub + ``` + +3. 安装OpenCV。 + + 执行以下命令安装opencv,**确保是3.x版本**: + + ``` + sudo apt-get install libopencv-dev + ``` + +## 样例运行 + +1. **获取PyTorch框架的ResNet50模型(\*.onnx),并转换为昇腾AI处理器能识别的模型(\*.om)。** + + **注:**此处以昇腾310 AI处理器为例,针对其它昇腾AI处理器的模型转换,需修改atc命令中的--soc\_version参数值。 + + ``` + # 为了方便下载,在这里直接给出原始模型下载及模型转换命令,可以直接拷贝执行。 + cd $HOME/samples/inference/modelInference/sampleResnetQuickStart/cpp/model + wget https://obs-9be7.obs.cn-east-2.myhuaweicloud.com/003_Atc_Models/resnet50/resnet50.onnx + atc --model=resnet50.onnx --framework=5 --output=resnet50 --input_shape="actual_input_1:1,3,224,224" --soc_version=Ascend310 + ``` + + atc命令中各参数的解释如下,详细约束说明请参见[《ATC模型转换指南》](https://hiascend.com/document/redirect/CannCommunityAtc)。 + + - --model:ResNet-50网络的模型文件的路径。 + - --framework:原始框架类型。5表示ONNX。 + - --output:resnet50.om模型文件的路径。请注意,记录保存该om模型文件的路径,后续开发应用时需要使用。 + - --input\_shape:模型输入数据的shape。 + - --soc\_version:昇腾AI处理器的版本。 + + >**说明:** + >如果无法确定当前设备的soc\_version,则在安装驱动包的服务器执行**npu-smi info**命令进行查询,在查询到的“Name“前增加Ascend信息,例如“Name“对应取值为_xxxyy_,实际配置的soc\_version值为Ascend_xxxyy_。 + + +2. **获取测试图片数据。** + + 请从以下链接获取该样例的测试图片dog1\_1024\_683.jpg,放在data目录下。 + + ``` + cd $HOME/samples/inference/modelInference/sampleResnetQuickStart/cpp/data + wget https://obs-9be7.obs.cn-east-2.myhuaweicloud.com/models/aclsample/dog1_1024_683.jpg + ``` + + **注:若需更换测试图片,则需自行准备测试图片,并将测试图片放到data目录下。** + +3. **编译样例源码。** + + 执行以下命令编译样例源码。 + + ``` + cd $HOME/samples/inference/modelInference/sampleResnetQuickStart/cpp/scripts + bash sample_build.sh + ``` + +4. **运行样例。** + + 执行以下脚本运行样例: + + ``` + bash sample_run.sh + ``` + + 执行成功后,在屏幕上的关键提示信息示例如下,提示信息中的label表示类别标识、conf表示该分类的最大置信度,class表示所属类别。这些 值可能会根据版本、环境有所不同,请以实际情况为准: + + ``` + [INFO] The sample starts to run + out_dog1_1024_683.jpg + label:162 conf:0.902209 class:beagle + [INFO] The program runs successfully + ``` + + 图片结果展示: + ![输入图片说明](https://obs-9be7.obs.cn-east-2.myhuaweicloud.com/models/sampleResnetQuickStart/result.png "out_dog1_1024_683.jpg") + + +## 代码逻辑详解(C&C++语言) + +**样例中的接口调用流程如下图所示。** + +![输入图片说明](readme_img/zh-cn_image_0000001615415460.png) + +**在此样例基础上:** + +- **若想要更换测试图片**,只需自行准备好新的jpg图片并存放到样例的data目录下,图片数据预处理时会自动从该目录下读取图片数据、再缩放至模型所需的大小。 +- **若想要更换模型**,则需关注以下修改点: + 1. 准备模型:需自行准备好原始模型并存放到样例的model目录下,再参考[《ATC模型转换指南》](https://hiascend.com/document/redirect/CannCommunityAtc)转换模型; + 2. 加载模型:在aclmdlLoadFromFile接口处加载转换后的模型; + 3. 准备模型输入/输出数据结构:根据新模型的输入、输出个数准备; + 4. 获取推理结果&后处理:根据新模型的输出数据进行后处理。 + + +>**须知:** +>一般来说,更换其它图片分类模型(例如resnet50-\>resnet101),由于同类模型的输入、输出类似,在此样例基础上改动较小,但如果更换为其它类型的模型(例如目标检测模型),由于不同类型模型的输入、输出差别较大,在此样例基础上数据预处理、模型输入&输出准备以及数据后处理等改动很大,建议在[Ascend Sample仓](https://gitee.com/ascend/samples)先找到目标检测类的样例,再基于目标检测样例修改。 + +## 相关操作 + +- 获取更多样例,请单击[Link](https://gitee.com/ascend/samples/tree/master/inference/modelInference)。 +- 获取在线视频课程,请单击[Link](https://www.hiascend.com/edu/courses?activeTab=%E5%BA%94%E7%94%A8%E5%BC%80%E5%8F%91)。 +- 获取学习文档,请单击[AscendCL C&C++](https://hiascend.com/document/redirect/CannCommunityCppAclQuick)或[AscendCL Python](https://hiascend.com/document/redirect/CannCommunityPyaclQuick),查看最新版本的AscendCL推理应用开发指南。 +- 查模型的输入输出 + + 可使用第三方工具Netron打开网络模型,查看模型输入或输出的数据类型、Shape,便于在分析应用开发场景时使用。 + + 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${ScriptPath}/../build/intermediates/host + + cmake ../../../src -DCMAKE_CXX_COMPILER=g++ -DCMAKE_SKIP_RPATH=TRUE + if [ $? -ne 0 ];then + echo "[ERROR] cmake error, Please check your environment!" + return 1 + fi + make + if [ $? -ne 0 ];then + echo "[ERROR] build failed, Please check your environment!" + return 1 + fi + cd - > /dev/null +} +function main() +{ + echo "[INFO] Sample preparation" + + ret=`find ${ModelPath} -maxdepth 1 -name resnet50.om 2> /dev/null` + + if [[ ${ret} ]];then + echo "[INFO] The resnet50.om already exists.start buiding" + else + echo "[ERROR] resnet50.om does not exist, please follow the readme to convert the model and place it in the correct position!" + return 1 + fi + + build + if [ $? -ne 0 ];then + return 1 + fi + + echo "[INFO] Sample preparation is complete" +} +main \ No newline at end of file diff --git a/Samples/ResnetQuickStart/scripts/sample_run.sh b/Samples/ResnetQuickStart/scripts/sample_run.sh new file mode 100644 index 0000000..65e6bad --- /dev/null +++ b/Samples/ResnetQuickStart/scripts/sample_run.sh @@ -0,0 +1,12 @@ +#!/bin/bash +ScriptPath="$( cd "$(dirname "$BASH_SOURCE")" ; pwd -P )" + +echo "[INFO] The sample starts to run" +running_command="./main" +cd ${ScriptPath}/../out +${running_command} +if [ $? -ne 0 ];then + echo "[INFO] The program runs failed" +else + echo "[INFO] The program runs successfully" +fi \ No newline at end of file diff --git a/Samples/ResnetQuickStart/src/CMakeLists.txt b/Samples/ResnetQuickStart/src/CMakeLists.txt new file mode 100644 index 0000000..1dbd7ea --- /dev/null +++ b/Samples/ResnetQuickStart/src/CMakeLists.txt @@ -0,0 +1,46 @@ +# Copyright (c) Huawei Technologies Co., Ltd. 2019. All rights reserved. + +cmake_minimum_required(VERSION 3.5.1) + +project(sampleResnetQuickStart) + +add_compile_options(-std=c++11) + +set(CMAKE_RUNTIME_OUTPUT_DIRECTORY "../../../out") +set(CMAKE_CXX_FLAGS_DEBUG "-fPIC -O0 -g -Wall") +set(CMAKE_CXX_FLAGS_RELEASE "-fPIC -O2 -Wall") + +set(INC_PATH $ENV{DDK_PATH}) +if (NOT DEFINED ENV{DDK_PATH}) + set(INC_PATH "/usr/local/Ascend/ascend-toolkit/latest") + message(STATUS "set default INC_PATH: ${INC_PATH}") +else() + message(STATUS "set INC_PATH: ${INC_PATH}") +endif () + +set(LIB_PATH $ENV{NPU_HOST_LIB}) +if (NOT DEFINED ENV{NPU_HOST_LIB}) + set(LIB_PATH "/usr/local/Ascend/ascend-toolkit/lastest/runtime/lib64/stub") + message(STATUS "set default LIB_PATH: ${LIB_PATH}") +else() + message(STATUS "set LIB_PATH: ${LIB_PATH}") +endif () + +include_directories( + ${INC_PATH}/runtime/include/ +) + +link_directories( + ${LIB_PATH} +) + +add_executable(main + sampleResnetQuickStart.cpp) + +if(target STREQUAL "Simulator_Function") + target_link_libraries(main funcsim) +else() + target_link_libraries(main ascendcl stdc++ opencv_core opencv_imgproc opencv_imgcodecs dl rt) +endif() + +install(TARGETS main DESTINATION ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}) diff --git a/Samples/ResnetQuickStart/src/label.h b/Samples/ResnetQuickStart/src/label.h new file mode 100644 index 0000000..783ce78 --- /dev/null +++ b/Samples/ResnetQuickStart/src/label.h @@ -0,0 +1,274 @@ +/** +* Copyright (c) Huawei Technologies Co., Ltd. 2020-2022. All rights reserved. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at + +* http://www.apache.org/licenses/LICENSE-2.0 + +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. + +* File label.h +* Description: label result +*/ +#ifndef modelInference_label_H +#define modelInference_label_H + +const std::string label[] ={"tenchTinca tinca", +"goldfishCarassius auratus", "great white sharkwhite sharkman-eaterman-eating sharkCarcharodon carcharias", +"tiger sharkGaleocerdo cuvieri", "hammerheadhammerhead shark", +"electric raycrampfishnumbfishtorpedo", "stingray", "cock", "hen", +"ostrichStruthio camelus", "bramblingFringilla montifringilla", +"goldfinchCarduelis carduelis", "house finchlinnetCarpodacus mexicanus", +"juncosnowbird", "indigo buntingindigo finchindigo birdPasserina cyanea", +"robinAmerican robinTurdus migratorius", "bulbul", "jay", "magpie", "chickadee", +"water ouzeldipper", "kite", "bald eagleAmerican eagleHaliaeetus leucocephalus", +"vulture", "great grey owlgreat gray owlStrix nebulosa", +"European fire salamanderSalamandra salamandra", +"common newtTriturus vulgaris", "eft", "spotted salamanderAmbystoma maculatum", +"axolotlmud puppyAmbystoma mexicanum", "bullfrogRana catesbeiana", "tree frogtree-frog", +"tailed frogbell toadribbed toadtailed toadAscaphus trui", +"loggerheadloggerhead turtleCaretta caretta", +"leatherback turtleleatherbackleathery turtleDermochelys coriacea", +"mud turtle", "terrapin", "box turtlebox tortoise", "banded gecko", +"common iguanaiguanaIguana iguana", "American chameleonanoleAnolis carolinensis", +"whiptailwhiptail lizard", "agama", "frilled lizardChlamydosaurus kingi", +"alligator lizard", "Gila monsterHeloderma suspectum", +"green lizardLacerta viridis", "African chameleonChamaeleo chamaeleon", +"Komodo dragonKomodo lizarddragon lizardgiant lizardVaranus komodoensis", +"African crocodileNile crocodileCrocodylus niloticus", "American alligatorAlligator mississipiensis", +"triceratops", "thunder snakeworm snakeCarphophis amoenus", "ringneck snakering-necked snakering snake", +"hognose snakepuff addersand viper", "green snakegrass snake", "king snakekingsnake", +"garter snakegrass snake", "water snake", "vine snake", "night snakeHypsiglena torquata", +"boa constrictorConstrictor constrictor", "rock pythonrock snakePython sebae", +"Indian cobraNaja naja", "green mamba", "sea snake", +"horned vipercerastessand viperhorned aspCerastes cornutus", +"diamondbackdiamondback rattlesnakeCrotalus adamanteus", +"sidewinderhorned rattlesnakeCrotalus cerastes", "trilobite", +"harvestmandaddy longlegsPhalangium opilio", "scorpion", +"black and gold garden spiderArgiope aurantia", "barn spiderAraneus cavaticus", +"garden spiderAranea diademata", "black widowLatrodectus mactans", "tarantula", +"wolf spiderhunting spider", "tick", "centipede", "black grouse", "ptarmigan", +"ruffed grousepartridgeBonasa umbellus", "prairie chickenprairie grouseprairie fowl", +"peacock", "quail", "partridge", "African greyAfrican grayPsittacus erithacus", +"macaw", "sulphur-crested cockatooKakatoe galeritaCacatua galerita", "lorikeet", +"coucal", "bee eater", "hornbill", "hummingbird", "jacamar", "toucan", "drake", +"red-breasted merganserMergus serrator", "goose", "black swanCygnus atratus", +"tusker", "echidnaspiny anteateranteater", +"platypusduckbillduckbilled platypusduck-billed platypusOrnithorhynchus anatinus", +"wallabybrush kangaroo", "koalakoala bearkangaroo bearnative bearPhascolarctos cinereus", +"wombat", "jellyfish", "sea anemoneanemone", "brain coral", "flatwormplatyhelminth", +"nematodenematode wormroundworm", "conch", "snail", "slug", "sea slugnudibranch", +"chitoncoat-of-mail shellsea cradlepolyplacophore", "chambered nautiluspearly nautilusnautilus", +"Dungeness crabCancer magister", "rock crabCancer irroratus", +"fiddler crab", "king crabAlaska crabAlaskan king crabAlaska king crabParalithodes camtschatica", +"American lobsterNorthern lobsterMaine lobsterHomarus americanus", +"spiny lobsterlangousterock lobstercrawfishcrayfishsea crawfish", +"crayfishcrawfishcrawdadcrawdaddy", "hermit crab", "isopod", +"white storkCiconia ciconia", "black storkCiconia nigra", +"spoonbill", "flamingo", "little blue heronEgretta caerulea", +"American egretgreat white heronEgretta albus", "bittern", "crane", +"limpkinAramus pictus", "European gallinulePorphyrio porphyrio", +"American cootmarsh henmud henwater henFulica americana", "bustard", +"ruddy turnstoneArenaria interpres", "red-backed sandpiperdunlinErolia alpina", +"redshankTringa totanus", "dowitcher", "oystercatcheroyster catcher", "pelican", +"king penguinAptenodytes patagonica", "albatrossmollymawk", +"grey whalegray whaledevilfishEschrichtius gibbosusEschrichtius robustus", +"killer whalekillerorcagrampussea wolfOrcinus orca", "dugongDugong dugon", +"sea lion", "Chihuahua", "Japanese spaniel", "Maltese dogMaltese terrierMaltese", +"PekinesePekingesePeke", "Shih-Tzu", "Blenheim spaniel", "papillon", "toy terrier", +"Rhodesian ridgeback", "Afghan houndAfghan", "bassetbasset hound", "beagle", +"bloodhound sleuthhound", "bluetick", "black-and-tan coonhound", "Walker houndWalker foxhound", +"English foxhound", "redbone", "borzoiRussian wolfhound", "Irish wolfhound", "Italian greyhound", +"whippet", "Ibizan houndIbizan Podenco", "Norwegian elkhoundelkhound", "otterhoundotter hound", +"Salukigazelle hound", "Scottish deerhounddeerhound", "Weimaraner", +"Staffordshire bullterrierStaffordshire bull terrier", +"American Staffordshire terrierStaffordshire terrierAmerican pit bull terrierpit bull terrier", +"Bedlington terrier", "Border terrier", "Kerry blue terrier", "Irish terrier", +"Norfolk terrier", "Norwich terrier", "Yorkshire terrier", "wire-haired fox terrier", +"Lakeland terrier", "Sealyham terrierSealyham", "AiredaleAiredale terrier", +"cairncairn terrier", "Australian terrier", "Dandie DinmontDandie Dinmont terrier", +"Boston bullBoston terrier", "miniature schnauzer", "giant schnauzer", +"standard schnauzer", "Scotch terrierScottish terrierScottie", "Tibetan terrierchrysanthemum dog", +"silky terrierSydney silky", "soft-coated wheaten terrier", "West Highland white terrier", +"LhasaLhasa apso", "flat-coated retriever", "curly-coated retriever", "golden retriever", +"Labrador retriever", "Chesapeake Bay retriever", "German short-haired pointer", +"vizslaHungarian pointer", "English setter", "Irish setterred setter", "Gordon setter", +"Brittany spaniel", "clumberclumber spaniel", "English springerEnglish springer spaniel", +"Welsh springer spaniel", "cocker spanielEnglish cocker spanielcocker", "Sussex spaniel", +"Irish water spaniel", "kuvasz", "schipperke", "groenendael", "malinois", "briard", "kelpie", +"komondor", "Old English sheepdogbobtail", "Shetland sheepdogShetland sheep dogShetland", +"collie", "Border collie", "Bouvier des FlandresBouviers des Flandres", "Rottweiler", +"German shepherdGerman shepherd dogGerman police dogalsatian", "DobermanDoberman pinscher", +"miniature pinscher", "Greater Swiss Mountain dog", "Bernese mountain dog", "Appenzeller", +"EntleBucher", "boxer", "bull mastiff", "Tibetan mastiff", "French bulldog", "Great Dane", +"Saint BernardSt Bernard", "Eskimo doghusky", "malamutemalemuteAlaskan malamute", "Siberian husky", +"dalmatiancoach dogcarriage dog", "affenpinschermonkey pinschermonkey dog", "basenji", "pugpug-dog", +"Leonberg", "NewfoundlandNewfoundland dog", "Great Pyrenees", "SamoyedSamoyede", "Pomeranian", +"chowchow chow", "keeshond", "Brabancon griffon", "PembrokePembroke Welsh corgi", +"CardiganCardigan Welsh corgi", "toy poodle", "miniature poodle", "standard poodle", +"Mexican hairless", "timber wolfgrey wolfgray wolfCanis lupus", +"white wolfArctic wolfCanis lupus tundrarum", +"red wolfmaned wolfCanis rufusCanis niger", "coyoteprairie wolfbrush wolfCanis latrans", +"dingowarrigalwarragalCanis dingo", "dholeCuon alpinus", +"African hunting doghyena dogCape hunting dogLycaon pictus", "hyenahyaena", "red foxVulpes vulpes", +"kit foxVulpes macrotis", "Arctic foxwhite foxAlopex lagopus", "grey foxgray foxUrocyon cinereoargenteus", +"tabbytabby cat", "tiger cat", "Persian cat", "Siamese catSiamese", "Egyptian cat", +"cougarpumacatamountmountain lionpainterpantherFelis concolor", "lynxcatamount", "leopardPanthera pardus", +"snow leopardouncePanthera uncia", "jaguarpantherPanthera oncaFelis onca", "lionking of beastsPanthera leo", +"tigerPanthera tigris", "cheetahchetahAcinonyx jubatus", "brown bearbruinUrsus arctos", +"American black bearblack bearUrsus americanusEuarctos americanus", +"ice bearpolar bearUrsus MaritimusThalarctos maritimus", "sloth bearMelursus ursinusUrsus ursinus", +"mongoose", "meerkatmierkat", "tiger beetle", "ladybugladybeetlelady beetleladybirdladybird beetle", +"ground beetlecarabid beetle", "long-horned beetlelongicornlongicorn beetle", "leaf beetlechrysomelid", +"dung beetle", "rhinoceros beetle", "weevil", "fly", "bee", "antemmetpismire", "grasshopperhopper", +"cricket", "walking stickwalkingstickstick insect", "cockroachroach", "mantismantid", "cicadacicala", +"leafhopper", "lacewinglacewing fly", +"dragonflydarning needledevil's darning needlesewing needlesnake feedersnake doctormosquito hawkskeeter hawk", +"damselfly", "admiral", "ringletringlet butterfly", "monarchmonarch butterflymilkweed butterflyDanaus plexippus", +"cabbage butterfly", "sulphur butterflysulfur butterfly", "lycaenidlycaenid butterfly", "starfishsea star", +"sea urchin", "sea cucumberholothurian", "wood rabbitcottontailcottontail rabbit", "hare", "AngoraAngora rabbit", +"hamster", "porcupinehedgehog", "fox squirreleastern fox squirrelSciurus niger", "marmot", "beaver", +"guinea pigCavia cobaya", "sorrel", "zebra", "hogpiggruntersquealerSus scrofa", "wild boarboarSus scrofa", +"warthog", "hippopotamushipporiver horseHippopotamus amphibius", "ox", +"water buffalowater oxAsiatic buffaloBubalus bubalis", "bison", "ramtup", +"bighornbighorn sheepcimarronRocky Mountain bighornRocky Mountain sheepOvis canadensis", "ibexCapra ibex", +"hartebeest", "impalaAepyceros melampus", "gazelle", "Arabian cameldromedaryCamelus dromedarius", "llama", +"weasel", "mink", "polecatfitchfoulmartfoumartMustela putorius", "black-footed ferretferretMustela nigripes", +"otter", "skunkpolecatwood pussy", "badger", "armadillo", "three-toed slothaiBradypus tridactylus", +"orangutanorangorangutangPongo pygmaeus", "gorillaGorilla gorilla", "chimpanzeechimpPan troglodytes", +"gibbonHylobates lar", "siamangHylobates syndactylusSymphalangus syndactylus", "guenonguenon monkey", +"patashussar monkeyErythrocebus patas", "baboon", "macaque", "langur", "colobuscolobus monkey", +"proboscis monkeyNasalis larvatus", "marmoset", "capuchinringtailCebus capucinus", "howler monkeyhowler", +"titititi monkey", "spider monkeyAteles geoffroyi", "squirrel monkeySaimiri sciureus", +"Madagascar catring-tailed lemurLemur catta", "indriindrisIndri indriIndri brevicaudatus", +"Indian elephantElephas maximus", "African elephantLoxodonta africana", +"lesser pandared pandapandabear catcat bearAilurus fulgens", +"giant pandapandapanda bearcoon bearAiluropoda melanoleuca", +"barracoutasnoek", "eel", "cohocohoecoho salmonblue jacksilver salmonOncorhynchus kisutch", +"rock beautyHolocanthus tricolor", "anemone fish", "sturgeon", "gargarfishgarpikebillfishLepisosteus osseus", +"lionfish", "pufferpufferfishblowfishglobefish", "abacus", "abaya", "academic gownacademic robejudge's robe", +"accordionpiano accordionsqueeze box", "acoustic guitar", "aircraft carriercarrierflattopattack aircraft carrier", +"airliner", "airshipdirigible", "altar", "ambulance", "amphibianamphibious vehicle", "analog clock", +"apiarybee house", "apron", "ashcantrash cangarbage canwastebinash binash-binashbindustbintrash barreltrash bin", +"assault rifleassault gun", "backpackback packknapsackpacksackrucksackhaversack", "bakerybakeshopbakehouse", +"balance beambeam", "balloon", "ballpointballpoint penballpenBiro", "Band Aid", "banjo", +"bannisterbanisterbalustradebalustershandrail", "barbell", "barber chair", "barbershop", +"barn", "barometer", "barrelcask", "barrowgarden cartlawn cartwheelbarrow", "baseball", "basketball", +"bassinet", "bassoon", "bathing capswimming cap", "bath towel", "bathtubbathing tubbathtub", +"beach wagonstation wagonwagonestate carbeach waggonstation waggonwaggon", "beaconlighthousebeacon lightpharos", +"beaker", "bearskinbusbyshako", "beer bottle", "beer glass", "bell cotebell cot", "bib", +"bicycle-built-for-twotandem bicycletandem", "bikinitwo-piece", "binderring-binder", +"binocularsfield glassesopera glasses", "birdhouse", "boathouse", "bobsledbobsleighbob", +"bolo tiebolobola tiebola", "bonnetpoke bonnet", "bookcase", "bookshopbookstorebookstall", +"bottlecap", "bow", "bow tiebow-tiebowtie", "brassmemorial tabletplaque", "brassierebrabandeau", +"breakwatergroingroynemolebulwarkseawalljetty", "breastplateaegisegis", "broom", "bucketpail", "buckle", +"bulletproof vest", "bullet trainbullet", "butcher shopmeat market", "cabhacktaxitaxicab", "caldroncauldron", +"candletaperwax light", "cannon", "canoe", "can openertin opener", "cardigan", "car mirror", +"carouselcarrouselmerry-go-roundroundaboutwhirligig", "carpenter's kittool kit", "carton", "car wheel", +"cash machinecash dispenserautomated teller machineautomatic teller machineautomated tellerautomatic tellerATM", +"cassette", "cassette player", "castle", "catamaran", "CD player", "cellovioloncello", +"cellular telephonecellular phonecellphonecellmobile phone", "chain", "chainlink fence", +"chain mailring mailmailchain armorchain armourring armorring armour", "chain sawchainsaw", "chest", +"chiffoniercommode", "chimebellgong", "china cabinetchina closet", "Christmas stocking", "churchchurch building", +"cinemamovie theatermovie theatremovie housepicture palace", "cleavermeat cleaverchopper", "cliff dwelling", +"cloak", "cloggetapattensabot", "cocktail shaker", "coffee mug", "coffeepot", "coilspiralvolutewhorlhelix", +"combination lock", "computer keyboardkeypad", "confectioneryconfectionarycandy store", +"container shipcontainershipcontainer vessel", "convertible", "corkscrewbottle screw", "cornethorntrumpettrump", +"cowboy boot", "cowboy hatten-gallon hat", "cradle", "crane", "crash helmet", "crate", "cribcot", "Crock Pot", +"croquet ball", "crutch", "cuirass", "damdikedyke", "desk", "desktop computer", "dial telephonedial phone", +"diapernappynapkin", "digital clock", "digital watch", "dining tableboard", "dishragdishcloth", +"dishwasherdish washerdishwashing machine", "disk brakedisc brake", "dockdockagedocking facility", +"dogsleddog sleddog sleigh", "dome", "doormatwelcome mat", "drilling platformoffshore rig", +"drummembranophonetympan", "drumstick", "dumbbell", "Dutch oven", "electric fanblower", "electric guitar", +"electric locomotive", "entertainment center", "envelope", "espresso maker", "face powder", "feather boaboa", +"filefile cabinetfiling cabinet", "fireboat", "fire enginefire truck", "fire screenfireguard", "flagpoleflagstaff", +"flutetransverse flute", "folding chair", "football helmet", "forklift", "fountain", "fountain pen", "four-poster", +"freight car", "French hornhorn", "frying panfrypanskillet", "fur coat", "garbage truckdustcart", +"gasmaskrespiratorgas helmet", "gas pumpgasoline pumppetrol pumpisland dispenser", "goblet", "go-kart", "golf ball", +"golfcartgolf cart", "gondola", "gongtam-tam", "gown", "grand pianogrand", "greenhousenurseryglasshouse", +"grilleradiator grille", "grocery storegroceryfood marketmarket", "guillotine", "hair slide", "hair spray", +"half track", "hammer", "hamper", "hand blowerblow dryerblow drierhair dryerhair drier", +"hand-held computerhand-held microcomputer", "handkerchiefhankiehankyhankey", "hard dischard diskfixed disk", +"harmonicamouth organharpmouth harp", "harp", "harvesterreaper", "hatchet", "holster", "home theaterhome theatre", +"honeycomb", "hookclaw", "hoopskirtcrinoline", "horizontal barhigh bar", "horse carthorse-cart", "hourglass", +"iPod", "ironsmoothing iron", "jack-o'-lantern", "jeanblue jeandenim", "jeeplandrover", "jerseyT-shirttee shirt", +"jigsaw puzzle", "jinrikisharicksharickshaw", "joystick", "kimono", "knee pad", "knot", "lab coatlaboratory coat", +"ladle", "lampshadelamp shade", "laptoplaptop computer", "lawn mowermower", "lens caplens cover", +"letter openerpaper knifepaperknife", "library", "lifeboat", "lighterlightigniterignitor", "limousinelimo", +"linerocean liner", "lipsticklip rouge", "Loafer", "lotion", +"loudspeakerspeakerspeaker unitloudspeaker systemspeaker system", +"loupejeweler's loupe", "lumbermillsawmill", "magnetic compass", "mailbagpostbag", +"mailboxletter box", "maillot", "maillottank suit", "manhole cover", "maraca", +"marimbaxylophone", "mask", "matchstick", "maypole", "mazelabyrinth", "measuring cup", +"medicine chestmedicine cabinet", "megalithmegalithic structure", "microphonemike", +"microwavemicrowave oven", "military uniform", "milk can", "minibus", "miniskirtmini", "minivan", "missile", +"mitten", "mixing bowl", "mobile homemanufactured home", "Model T", "modem", "monastery", "monitor", "moped", +"mortar", "mortarboard", "mosque", "mosquito net", "motor scooterscooter", "mountain bikeall-terrain bikeoff-roader", +"mountain tent", "mousecomputer mouse", "mousetrap", "moving van", "muzzle", "nail", "neck brace", "necklace", +"nipple", "notebooknotebook computer", "obelisk", "oboehautboyhautbois", "ocarinasweet potato", +"odometerhodometermileometermilometer", "oil filter", "organpipe organ", +"oscilloscopescopecathode-ray oscilloscopeCRO", "overskirt", "oxcart", "oxygen mask", "packet", +"paddleboat paddle", "paddlewheelpaddle wheel", "padlock", "paintbrush", "pajamapyjamapj'sjammies", +"palace", "panpipepandean pipesyrinx", "paper towel", "parachutechute", "parallel barsbars", +"park bench", "parking meter", "passenger carcoachcarriage", "patioterrace", "pay-phonepay-station", +"pedestalplinthfootstall", "pencil boxpencil case", "pencil sharpener", "perfumeessence", "Petri dish", +"photocopier", "pickplectrumplectron", "pickelhaube", "picket fencepaling", "pickuppickup truck", "pier", +"piggy bankpenny bank", "pill bottle", "pillow", "ping-pong ball", "pinwheel", "piratepirate ship", +"pitcherewer", "planecarpenter's planewoodworking plane", "planetarium", "plastic bag", "plate rack", "plowplough", +"plungerplumber's helper", "Polaroid cameraPolaroid Land camera", "pole", +"police vanpolice wagonpaddy wagonpatrol wagonwagonblack Maria", "poncho", "pool tablebilliard tablesnooker table", +"pop bottlesoda bottle", "potflowerpot", "potter's wheel", "power drill", "prayer rugprayer mat", "printer", +"prisonprison house", "projectilemissile", "projector", "puckhockey puck", +"punching bagpunch bagpunching ballpunchball", "purse", "quillquill pen", "quiltcomfortercomfortpuff", +"racerrace carracing car", "racketracquet", "radiator", "radiowireless", "radio telescoperadio reflector", +"rain barrel", "recreational vehicleRVR.V.", "reel", "reflex camera", "refrigeratoricebox", "remote controlremote", +"restauranteating houseeating placeeatery", "revolversix-gunsix-shooter", "rifle", "rocking chairrocker", +"rotisserie", "rubber eraserrubberpencil eraser", "rugby ball", "ruleruler", "running shoe", "safe", "safety pin", +"saltshakersalt shaker", "sandal", "sarong", "saxsaxophone", "scabbard", "scaleweighing machine", "school bus", +"schooner", "scoreboard", "screenCRT screen", "screw", "screwdriver", "seat beltseatbelt", "sewing machine", +"shieldbuckler", "shoe shopshoe-shopshoe store", "shoji", "shopping basket", "shopping cart", "shovel", +"shower cap", "shower curtain", "ski", "ski mask", "sleeping bag", "slide ruleslipstick", "sliding door", +"slotone-armed bandit", "snorkel", "snowmobile", "snowplowsnowplough", "soap dispenser", "soccer ball", +"sock", "solar dishsolar collectorsolar furnace", "sombrero", "soup bowl", "space bar", "space heater", +"space shuttle", "spatula", "speedboat", "spider webspider's web", "spindle", "sports carsport car", +"spotlightspot", "stage", "steam locomotive", "steel arch bridge", "steel drum", "stethoscope", "stole", +"stone wall", "stopwatchstop watch", "stove", "strainer", "streetcartramtramcartrolleytrolley car", "stretcher", +"studio couchday bed", "stupatope", "submarinepigboatsubU-boat", "suitsuit of clothes", "sundial", "sunglass", +"sunglassesdark glassesshades", "sunscreensunblocksun blocker", "suspension bridge", "swabswobmop", "sweatshirt", +"swimming trunksbathing trunks", "swing", "switchelectric switchelectrical switch", "syringe", "table lamp", +"tankarmy tankarmored combat vehiclearmoured combat vehicle", "tape player", "teapot", "teddyteddy bear", +"televisiontelevision system", "tennis ball", "thatchthatched roof", "theater curtaintheatre curtain", +"thimble", "thresherthrasherthreshing machine", "throne", "tile roof", "toaster", +"tobacco shoptobacconist shoptobacconist", "toilet seat", "torch", "totem pole", "tow trucktow carwrecker", +"toyshop", "tractor", "trailer trucktractor trailertrucking rigrigarticulated lorrysemi", "tray", "trench coat", +"tricycletrikevelocipede", "trimaran", "tripod", "triumphal arch", "trolleybustrolley coachtrackless trolley", +"trombone", "tubvat", "turnstile", "typewriter keyboard", "umbrella", "unicyclemonocycle", "uprightupright piano", +"vacuumvacuum cleaner", "vase", "vault", "velvet", "vending machine", "vestment", "viaduct", "violinfiddle", +"volleyball", "waffle iron", "wall clock", "walletbillfoldnotecasepocketbook", "wardrobeclosetpress", +"warplanemilitary plane", "washbasinhandbasinwashbowllavabowash-hand basin", "washerautomatic washerwashing machine", +"water bottle", "water jug", "water tower", "whiskey jug", "whistle", "wig", "window screen", "window shade", +"Windsor tie", "wine bottle", "wing", "wok", "wooden spoon", "woolwoolenwoollen", +"worm fencesnake fencesnake-rail fenceVirginia fence", "wreck", "yawl", "yurt", "web sitewebsiteinternet sitesite", +"comic book", "crossword puzzlecrossword", "street sign", "traffic lighttraffic signalstoplight", +"book jacketdust coverdust jacketdust wrapper", "menu", "plate", "guacamole", "consomme", "hot pothotpot", +"trifle", "ice creamicecream", "ice lollylollylollipoppopsicle", "French loaf", "bagelbeigel", "pretzel", +"cheeseburger", "hotdoghot dogred hot", "mashed potato", "head cabbage", "broccoli", "cauliflower", +"zucchinicourgette", "spaghetti squash", "acorn squash", "butternut squash", "cucumbercuke", +"artichokeglobe artichoke", "bell pepper", "cardoon", "mushroom", "Granny Smith", "strawberry", +"orange", "lemon", "fig", "pineappleananas", "banana", "jackfruitjakjack", "custard apple", +"pomegranate", "hay", "carbonara", "chocolate saucechocolate syrup", "dough", "meat loafmeatloaf", +"pizzapizza pie", "potpie", "burrito", "red wine", "espresso", "cup", "eggnog", "alp", "bubble", +"cliffdropdrop-off", "coral reef", "geyser", "lakesidelakeshore", "promontoryheadlandheadforeland", +"sandbarsand bar", "seashorecoastseacoastsea-coast", "valleyvale", "volcano", "ballplayerbaseball player", +"groombridegroom", "scuba diver", "rapeseed", "daisy", +"yellow lady's slipperyellow lady-slipperCypripedium calceolusCypripedium parviflorum", "corn", "acorn", +"hiprose hiprosehip", "buckeyehorse chestnutconker", "coral fungus", "agaric", "gyromitra", +"stinkhorncarrion fungus", "earthstar", "hen-of-the-woodshen of the woodsPolyporus frondosusGrifola frondosa", +"bolete", "earspikecapitulum", "toilet tissuetoilet paperbathroom tissue"}; +#endif // modelInference_label_H diff --git a/Samples/ResnetQuickStart/src/sampleResnetQuickStart.cpp b/Samples/ResnetQuickStart/src/sampleResnetQuickStart.cpp new file mode 100644 index 0000000..078e04c --- /dev/null +++ b/Samples/ResnetQuickStart/src/sampleResnetQuickStart.cpp @@ -0,0 +1,389 @@ +#include +#include +#include "acl/acl.h" +#include "label.h" +#define INFO_LOG(fmt, ...) fprintf(stdout, "[INFO] " fmt "\n", ##__VA_ARGS__);fflush(stdout) +#define ERROR_LOG(fmt, ...)fprintf(stderr, "[ERROR] " fmt "\n", ##__VA_ARGS__) + +using namespace cv; +using namespace std; +typedef enum Result { + SUCCESS = 0, + FAILED = 1 +} Result; + +namespace { + const float min_chn_0 = 123.675; + const float min_chn_1 = 116.28; + const float min_chn_2 = 103.53; + const float var_reci_chn_0 = 0.0171247538316637; + const float var_reci_chn_1 = 0.0175070028011204; + const float var_reci_chn_2 = 0.0174291938997821; +} + +class SampleResnetQuickStart { + public: + SampleResnetQuickStart (int32_t device, const char* ModelPath, + int32_t modelWidth, int32_t modelHeight); + ~SampleResnetQuickStart(); + Result InitResource(); + Result ProcessInput(const string testImgPath); + Result Inference(); + Result GetResult(); + private: + void ReleaseResource(); + int32_t deviceId_; + aclrtContext context_; + aclrtStream stream_; + + uint32_t modelId_; + const char* modelPath_; + int32_t modelWidth_; + int32_t modelHeight_; + aclmdlDesc *modelDesc_; + aclmdlDataset *inputDataset_; + aclmdlDataset *outputDataset_; + void* inputBuffer_; + void *outputBuffer_; + size_t inputBufferSize_; + float* imageBytes; + String imagePath; + Mat srcImage; + aclrtRunMode runMode_; +}; + +SampleResnetQuickStart::SampleResnetQuickStart(int32_t device, const char* modelPath, + int32_t modelWidth, int32_t modelHeight) : +deviceId_(device), context_(nullptr), stream_(nullptr), modelId_(0), +modelPath_(modelPath), modelWidth_(modelWidth), modelHeight_(modelHeight), +modelDesc_(nullptr), inputDataset_(nullptr), outputDataset_(nullptr) +{ +} + +SampleResnetQuickStart::~SampleResnetQuickStart() +{ + ReleaseResource(); +} + +Result SampleResnetQuickStart::InitResource() +{ + // init acl resource + const char *aclConfigPath = ""; + aclError ret = aclInit(aclConfigPath); + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclInit failed, errorCode is %d", ret); + return FAILED; + } + + ret = aclrtSetDevice(deviceId_); + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclrtSetDevice failed, errorCode is %d", ret); + return FAILED; + } + + ret = aclrtCreateContext(&context_, deviceId_); + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclrtCreateContext failed, errorCode is %d", ret); + return FAILED; + } + + ret = aclrtCreateStream(&stream_); + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclrtCreateStream failed, errorCode is %d", ret); + return FAILED; + } + + // load model from file + ret = aclmdlLoadFromFile(modelPath_, &modelId_); + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclmdlLoadFromFile failed, errorCode is %d", ret); + return FAILED; + } + + // create description of model + modelDesc_ = aclmdlCreateDesc(); + ret = aclmdlGetDesc(modelDesc_, modelId_); + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclmdlGetDesc failed, errorCode is %d", ret); + return FAILED; + } + ret = aclrtGetRunMode(&runMode_); + if (ret == FAILED) { + ERROR_LOG("get runMode failed, errorCode is %d", ret); + return FAILED; + } + + // create data set of input + inputDataset_ = aclmdlCreateDataset(); + size_t inputIndex = 0; + inputBufferSize_ = aclmdlGetInputSizeByIndex(modelDesc_, inputIndex); + aclrtMalloc(&inputBuffer_, inputBufferSize_, ACL_MEM_MALLOC_HUGE_FIRST); + aclDataBuffer *inputData = aclCreateDataBuffer(inputBuffer_, inputBufferSize_); + ret = aclmdlAddDatasetBuffer(inputDataset_, inputData); + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclmdlAddDatasetBuffer failed, errorCode is %d", ret); + return FAILED; + } + + // create data set of output + outputDataset_ = aclmdlCreateDataset(); + size_t outputIndex = 0; + size_t modelOutputSize = aclmdlGetOutputSizeByIndex(modelDesc_, outputIndex); + aclrtMalloc(&outputBuffer_, modelOutputSize, ACL_MEM_MALLOC_HUGE_FIRST); + aclDataBuffer *outputData = aclCreateDataBuffer(outputBuffer_, modelOutputSize); + ret = aclmdlAddDatasetBuffer(outputDataset_, outputData); + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclmdlAddDatasetBuffer failed, errorCode is %d", ret); + return FAILED; + } + + return SUCCESS; +} + +Result SampleResnetQuickStart::ProcessInput(const string testImgPath) +{ + // read image from file by cv + imagePath = testImgPath; + srcImage = imread(testImgPath); + Mat resizedImage; + + // zoom image to modelWidth_ * modelHeight_ + resize(srcImage, resizedImage, Size(modelWidth_, modelHeight_)); + + // get properties of image + int32_t channel = resizedImage.channels(); + int32_t resizeHeight = resizedImage.rows; + int32_t resizeWeight = resizedImage.cols; + + // data standardization + float meanRgb[3] = {min_chn_2, min_chn_1, min_chn_0}; + float stdRgb[3] = {var_reci_chn_2, var_reci_chn_1, var_reci_chn_0}; + + // create malloc of image, which is shape with NCHW + imageBytes = (float*)malloc(channel * resizeHeight * resizeWeight * sizeof(float)); + memset(imageBytes, 0, channel * resizeHeight * resizeWeight * sizeof(float)); + + uint8_t bgrToRgb=2; + // image to bytes with shape HWC to CHW, and switch channel BGR to RGB + for (int c = 0; c < channel; ++c) + { + for (int h = 0; h < resizeHeight; ++h) + { + for (int w = 0; w < resizeWeight; ++w) + { + int dstIdx = (bgrToRgb - c) * resizeHeight * resizeWeight + h * resizeWeight + w; + imageBytes[dstIdx] = static_cast((resizedImage.at(h, w)[c] - + 1.0f*meanRgb[c]) * 1.0f*stdRgb[c] ); + } + } + } + return SUCCESS; +} + +Result SampleResnetQuickStart::Inference() +{ + // copy host datainputs to device + aclrtMemcpyKind kind; + if (runMode_ == ACL_DEVICE) + { + kind = ACL_MEMCPY_DEVICE_TO_HOST; + }else{ + kind = ACL_MEMCPY_HOST_TO_DEVICE; + } + aclError ret = aclrtMemcpy(inputBuffer_, inputBufferSize_, imageBytes, inputBufferSize_, kind); + if (ret != ACL_SUCCESS) { + ERROR_LOG("memcpy failed, errorCode is %d", ret); + return FAILED; + } + + // inference + ret = aclmdlExecute(modelId_, inputDataset_, outputDataset_); + if (ret != ACL_SUCCESS) { + ERROR_LOG("execute model failed, errorCode is %d", ret); + return FAILED; + } + return SUCCESS; +} + +Result SampleResnetQuickStart::GetResult() { + // get result from output data set + void *outHostData = nullptr; + float *outData = nullptr; + size_t outputIndex = 0; + aclDataBuffer* dataBuffer = aclmdlGetDatasetBuffer(outputDataset_, outputIndex); + void* data = aclGetDataBufferAddr(dataBuffer); + uint32_t len = aclGetDataBufferSizeV2(dataBuffer); + + // copy device output data to host + aclrtMemcpyKind kind; + if (runMode_ == ACL_DEVICE) + { + kind = ACL_MEMCPY_DEVICE_TO_HOST; + }else{ + kind = ACL_MEMCPY_HOST_TO_DEVICE; + } + aclrtMallocHost(&outHostData, len); + aclError ret = aclrtMemcpy(outHostData, len, data, len, kind); + if (ret != ACL_SUCCESS) { + ERROR_LOG("memcpy failed, errorCode is %d", ret); + return FAILED; + } + outData = reinterpret_cast(outHostData); + + // create map and sorted by maximum + map > resultMap; + for (unsigned int j = 0; j < len / sizeof(float); ++j) { + resultMap[*outData] = j; + outData++; + } + + // do data processing with softmax and print top 1 classes + double totalValue=0.0; + for (auto it = resultMap.begin(); it != resultMap.end(); ++it) { + totalValue += exp(it->first); + } + + // get max + float confidence = resultMap.begin()->first; + unsigned int index = resultMap.begin()->second; + string line = format("label:%d conf:%lf class:%s", index, + exp(confidence) / totalValue, label[index].c_str()); + + // write image to ../out/ + cv::putText(srcImage, line, Point(0,35), cv::FONT_HERSHEY_TRIPLEX, 1.0, Scalar(255,0,0),2); + + int sepIndex = imagePath.find_last_of("/"); + string fileName = imagePath.substr(sepIndex + 1, -1); + string outputName = "out_" + fileName; + imwrite(outputName, srcImage); + cout << outputName << endl; + cout << line << endl; + + ret = aclrtFreeHost(outHostData); + outHostData = nullptr; + outData = nullptr; + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclrtFreeHost failed, errorCode is %d", ret); + return FAILED; + } + return SUCCESS; +} + +void SampleResnetQuickStart::ReleaseResource() +{ + aclError ret; + // release resource includes acl resource, data set and unload model + aclrtFree(inputBuffer_); + inputBuffer_ = nullptr; + (void)aclmdlDestroyDataset(inputDataset_); + inputDataset_ = nullptr; + + aclrtFree(outputBuffer_); + outputBuffer_ = nullptr; + (void)aclmdlDestroyDataset(outputDataset_); + outputDataset_ = nullptr; + + ret = aclmdlDestroyDesc(modelDesc_); + if (ret != ACL_SUCCESS) { + ERROR_LOG("destroy description failed, errorCode is %d", ret); + } + + ret = aclmdlUnload(modelId_); + if (ret != ACL_SUCCESS) { + ERROR_LOG("unload model failed, errorCode is %d", ret); + } + + if (stream_ != nullptr) { + ret = aclrtDestroyStream(stream_); + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclrtDestroyStream failed, errorCode is %d", ret); + } + stream_ = nullptr; + } + + if (context_ != nullptr) { + ret = aclrtDestroyContext(context_); + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclrtDestroyContext failed, errorCode is %d", ret); + } + context_ = nullptr; + } + + ret = aclrtResetDevice(deviceId_); + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclrtResetDevice failed, errorCode is %d", ret); + } + + ret = aclFinalize(); + if (ret != ACL_SUCCESS) { + ERROR_LOG("aclFinalize failed, errorCode is %d", ret); + } +} + +int main() +{ + const char* modelPath = "../model/resnet50.om"; + const string imagePath = "../data"; + int32_t device = 0; + int32_t modelWidth = 224; + int32_t modelHeight = 224; + + // all images in dir + DIR *dir = opendir(imagePath.c_str()); + if (dir == nullptr) + { + ERROR_LOG("file folder does no exist, please create folder %s", imagePath.c_str()); + return FAILED; + } + vector allPath; + struct dirent *entry; + while ((entry = readdir(dir)) != nullptr) + { + if (strcmp(entry->d_name, ".") == 0 || strcmp(entry->d_name, "..") == 0 + || strcmp(entry->d_name, ".keep") == 0) + { + continue; + }else{ + string name = entry->d_name; + string imgDir = imagePath + "/" + name; + allPath.push_back(imgDir); + } + } + closedir(dir); + + if (allPath.size() == 0){ + ERROR_LOG("the directory is empty, please download image to %s", imagePath.c_str()); + return FAILED; + } + + string fileName; + SampleResnetQuickStart sampleResnet(device, modelPath, modelWidth, modelHeight); + Result ret = sampleResnet.InitResource(); + if (ret != SUCCESS) { + ERROR_LOG("InitResource failed"); + return FAILED; + } + + for (size_t i = 0; i < allPath.size(); i++) + { + fileName = allPath.at(i).c_str(); + ret = sampleResnet.ProcessInput(fileName); + if (ret != SUCCESS) { + ERROR_LOG("ProcessInput failed"); + return FAILED; + } + + ret = sampleResnet.Inference(); + if (ret != SUCCESS) { + ERROR_LOG("Inference failed"); + return FAILED; + } + + ret = sampleResnet.GetResult(); + if (ret != SUCCESS) { + ERROR_LOG("GetResult failed"); + return FAILED; + } + } + return SUCCESS; +} \ No newline at end of file -- Gitee From 4b38f9bab28dc759940e9e2b4ce32e812e5a880a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=93=88=E5=B0=8F=E4=B8=BB?= Date: Tue, 2 Apr 2024 12:03:10 +0800 Subject: [PATCH 2/9] m --- Samples/ResnetQuickStart/src/CMakeLists.txt | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/Samples/ResnetQuickStart/src/CMakeLists.txt b/Samples/ResnetQuickStart/src/CMakeLists.txt index 1dbd7ea..9358465 100644 --- a/Samples/ResnetQuickStart/src/CMakeLists.txt +++ b/Samples/ResnetQuickStart/src/CMakeLists.txt @@ -2,7 +2,7 @@ cmake_minimum_required(VERSION 3.5.1) -project(sampleResnetQuickStart) +project(ResnetQuickStart) add_compile_options(-std=c++11) @@ -20,27 +20,33 @@ endif () set(LIB_PATH $ENV{NPU_HOST_LIB}) if (NOT DEFINED ENV{NPU_HOST_LIB}) - set(LIB_PATH "/usr/local/Ascend/ascend-toolkit/lastest/runtime/lib64/stub") + set(LIB_PATH "/usr/local/Ascend/ascend-toolkit/latest/runtime/lib64/stub") message(STATUS "set default LIB_PATH: ${LIB_PATH}") else() message(STATUS "set LIB_PATH: ${LIB_PATH}") endif () +find_package(OpenCV REQUIRED) + include_directories( + ${OpenCV_INCLUDE_DIRS} ${INC_PATH}/runtime/include/ ) link_directories( + ${OpenCV_LIB_DIRS} ${LIB_PATH} ) + + add_executable(main sampleResnetQuickStart.cpp) if(target STREQUAL "Simulator_Function") target_link_libraries(main funcsim) else() - target_link_libraries(main ascendcl stdc++ opencv_core opencv_imgproc opencv_imgcodecs dl rt) + target_link_libraries(main ascendcl stdc++ dl rt ${OpenCV_LIBS}) endif() install(TARGETS main DESTINATION ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}) -- Gitee From ed6d77b1a804f2fff4cb9bdc1a1db5a62632f03b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=93=88=E5=B0=8F=E4=B8=BB?= Date: Tue, 2 Apr 2024 14:42:48 +0800 Subject: [PATCH 3/9] m --- Samples/ResnetQuickStart/src/CMakeLists.txt | 2 +- ...netQuickStart.cpp => ResnetQuickStart.cpp} | 22 +++++++++---------- 2 files changed, 12 insertions(+), 12 deletions(-) rename Samples/ResnetQuickStart/src/{sampleResnetQuickStart.cpp => ResnetQuickStart.cpp} (92%) diff --git a/Samples/ResnetQuickStart/src/CMakeLists.txt b/Samples/ResnetQuickStart/src/CMakeLists.txt index 9358465..c220504 100644 --- a/Samples/ResnetQuickStart/src/CMakeLists.txt +++ b/Samples/ResnetQuickStart/src/CMakeLists.txt @@ -41,7 +41,7 @@ link_directories( add_executable(main - sampleResnetQuickStart.cpp) + ResnetQuickStart.cpp) if(target STREQUAL "Simulator_Function") target_link_libraries(main funcsim) diff --git a/Samples/ResnetQuickStart/src/sampleResnetQuickStart.cpp b/Samples/ResnetQuickStart/src/ResnetQuickStart.cpp similarity index 92% rename from Samples/ResnetQuickStart/src/sampleResnetQuickStart.cpp rename to Samples/ResnetQuickStart/src/ResnetQuickStart.cpp index 078e04c..02a10cb 100644 --- a/Samples/ResnetQuickStart/src/sampleResnetQuickStart.cpp +++ b/Samples/ResnetQuickStart/src/ResnetQuickStart.cpp @@ -21,11 +21,11 @@ namespace { const float var_reci_chn_2 = 0.0174291938997821; } -class SampleResnetQuickStart { +class ResnetQuickStart { public: - SampleResnetQuickStart (int32_t device, const char* ModelPath, + ResnetQuickStart (int32_t device, const char* ModelPath, int32_t modelWidth, int32_t modelHeight); - ~SampleResnetQuickStart(); + ~ResnetQuickStart(); Result InitResource(); Result ProcessInput(const string testImgPath); Result Inference(); @@ -52,7 +52,7 @@ class SampleResnetQuickStart { aclrtRunMode runMode_; }; -SampleResnetQuickStart::SampleResnetQuickStart(int32_t device, const char* modelPath, +ResnetQuickStart::ResnetQuickStart(int32_t device, const char* modelPath, int32_t modelWidth, int32_t modelHeight) : deviceId_(device), context_(nullptr), stream_(nullptr), modelId_(0), modelPath_(modelPath), modelWidth_(modelWidth), modelHeight_(modelHeight), @@ -60,12 +60,12 @@ modelDesc_(nullptr), inputDataset_(nullptr), outputDataset_(nullptr) { } -SampleResnetQuickStart::~SampleResnetQuickStart() +ResnetQuickStart::~ResnetQuickStart() { ReleaseResource(); } -Result SampleResnetQuickStart::InitResource() +Result ResnetQuickStart::InitResource() { // init acl resource const char *aclConfigPath = ""; @@ -140,7 +140,7 @@ Result SampleResnetQuickStart::InitResource() return SUCCESS; } -Result SampleResnetQuickStart::ProcessInput(const string testImgPath) +Result ResnetQuickStart::ProcessInput(const string testImgPath) { // read image from file by cv imagePath = testImgPath; @@ -180,7 +180,7 @@ Result SampleResnetQuickStart::ProcessInput(const string testImgPath) return SUCCESS; } -Result SampleResnetQuickStart::Inference() +Result ResnetQuickStart::Inference() { // copy host datainputs to device aclrtMemcpyKind kind; @@ -205,7 +205,7 @@ Result SampleResnetQuickStart::Inference() return SUCCESS; } -Result SampleResnetQuickStart::GetResult() { +Result ResnetQuickStart::GetResult() { // get result from output data set void *outHostData = nullptr; float *outData = nullptr; @@ -269,7 +269,7 @@ Result SampleResnetQuickStart::GetResult() { return SUCCESS; } -void SampleResnetQuickStart::ReleaseResource() +void ResnetQuickStart::ReleaseResource() { aclError ret; // release resource includes acl resource, data set and unload model @@ -357,7 +357,7 @@ int main() } string fileName; - SampleResnetQuickStart sampleResnet(device, modelPath, modelWidth, modelHeight); + ResnetQuickStart sampleResnet(device, modelPath, modelWidth, modelHeight); Result ret = sampleResnet.InitResource(); if (ret != SUCCESS) { ERROR_LOG("InitResource failed"); -- Gitee From 0c56b22989b4ffea466473fd6b24ea8943b6cc1e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=93=88=E5=B0=8F=E4=B8=BB?= Date: Tue, 2 Apr 2024 07:03:49 +0000 Subject: [PATCH 4/9] update Samples/ResnetQuickStart/README.md. MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: 哈小主 --- Samples/ResnetQuickStart/README.md | 175 ++++++++++++----------------- 1 file changed, 74 insertions(+), 101 deletions(-) diff --git a/Samples/ResnetQuickStart/README.md b/Samples/ResnetQuickStart/README.md index d58aade..aac2905 100644 --- a/Samples/ResnetQuickStart/README.md +++ b/Samples/ResnetQuickStart/README.md @@ -1,6 +1,6 @@ # AscendCL图片分类应用 -## 样例介绍 +### 样例介绍 基于PyTorch框架的ResNet50模型,对\*.jpg图片分类,输出各图片所属分类的编号、名称。 @@ -8,38 +8,32 @@ ![输入图片说明](readme_img/zh-cn_image_0000001591372956.png) -## 样例下载 +#### 样例下载 可以使用以下两种方式下载,请选择其中一种进行源码准备。 -- 命令行方式下载(**下载时间较长,但步骤简单**)。 - - ``` - # 开发环境,非root用户命令行中执行以下命令下载源码仓。 - cd ${HOME} - git clone https://gitee.com/ascend/samples.git - ``` - - **注:**如果需要切换到其它tag版本,以v0.9.0为例,可执行以下命令。 - - ``` - git checkout v0.9.0 - ``` - -- 压缩包方式下载(**下载时间较短,但步骤稍微复杂**)。 - - ``` - # 1. samples仓右上角选择 【克隆/下载】 下拉框并选择 【下载ZIP】。 - # 2. 将ZIP包上传到开发环境中的普通用户家目录中,【例如:${HOME}/ascend-samples-master.zip】。 - # 3. 开发环境中,执行以下命令,解压zip包。 - cd ${HOME} - unzip ascend-samples-master.zip - ``` - - **注:**如果需要下载其它版本代码,请在当前页面右上方按照下图切换版本。 - - ![输入图片说明](readme_img/zh-cn_image_0000001641350421.png) - +- 命令行方式下载(**下载时间较长,但步骤简单**)。 + + ``` + # 登录开发板,HwHiAiUser用户命令行中执行以下命令下载源码仓。 + cd ${HOME} + git clone https://gitee.com/ascend/EdgeAndRobotics.git + # 切换到样例目录 + cd EdgeAndRobotics/Samples/ResnetPicture + ``` + +- 压缩包方式下载(**下载时间较短,但步骤稍微复杂**)。 + + ``` + # 1. 仓右上角选择 【克隆/下载】 下拉框并选择 【下载ZIP】。 + # 2. 将ZIP包上传到开发板的普通用户家目录中,【例如:${HOME}/EdgeAndRobotics-master.zip】。 + # 3. 开发环境中,执行以下命令,解压zip包。 + cd ${HOME} + chmod +x EdgeAndRobotics-master.zip + unzip EdgeAndRobotics-master.zip + # 4. 切换到样例目录 + cd EdgeAndRobotics-master/Samples/ResnetPicture + ``` **样例的代码目录说明如下:** @@ -50,94 +44,73 @@ ├── src // 用于存放源码 ``` -## 准备环境 - -1. 安装CANN软件。 - - 单击[Link](https://hiascend.com/document/redirect/CannCommunityInstSoftware),获取最新版本的CANN软件安装指南。 - - **注意:**此处还可以在页面左上侧切换版本,查看对应版本的安装指南。 - -2. 设置环境变量。 - - **注:**“$HOME/Ascend”请替换“Ascend-cann-toolkit”包的实际安装路径。 - - ``` - # 设置CANN依赖的基础环境变量 - . ${HOME}/Ascend/ascend-toolkit/set_env.sh - - #如果用户环境存在多个python3版本,则指定使用python3.7.5版本 - export PATH=/usr/local/python3.7.5/bin:$PATH - #设置python3.7.5库文件路径 - export LD_LIBRARY_PATH=/usr/local/python3.7.5/lib:$LD_LIBRARY_PATH - - # 配置程序编译依赖的头文件与库文件路径 - export DDK_PATH=$HOME/Ascend/ascend-toolkit/latest - export NPU_HOST_LIB=$DDK_PATH/runtime/lib64/stub - ``` - -3. 安装OpenCV。 - - 执行以下命令安装opencv,**确保是3.x版本**: - - ``` - sudo apt-get install libopencv-dev - ``` - -## 样例运行 - -1. **获取PyTorch框架的ResNet50模型(\*.onnx),并转换为昇腾AI处理器能识别的模型(\*.om)。** - - **注:**此处以昇腾310 AI处理器为例,针对其它昇腾AI处理器的模型转换,需修改atc命令中的--soc\_version参数值。 - - ``` - # 为了方便下载,在这里直接给出原始模型下载及模型转换命令,可以直接拷贝执行。 - cd $HOME/samples/inference/modelInference/sampleResnetQuickStart/cpp/model +#### 执行准备 + +1. 设置环境变量。 + + ``` + # 设置CANN依赖的基础环境变量 + ./usr/local/Ascend/ascend-toolkit/set_env.sh + # 配置程序编译依赖的头文件与库文件路径 + export DDK_PATH=/usr/local/Ascend/ascend-toolkit/latest + export NPU_HOST_LIB=$DDK_PATH/runtime/lib64/stub + ``` + +#### 运行样例 + +1. 切换到当前样例目录。 +2. 获取PyTorch框架的ResNet50模型(\*.onnx),并转换为昇腾AI处理器能识别的模型(\*.om)。 + - 当设备内存**小于8G**时,可设置如下两个环境变量减少atc模型转换过程中使用的进程数,减小内存占用。 + ``` + export TE_PARALLEL_COMPILER=1 + export MAX_COMPILE_CORE_NUMBER=1 + ``` + - 为了方便下载,在这里直接给出原始模型下载及模型转换命令,可以直接拷贝执行。 + ``` + cd model wget https://obs-9be7.obs.cn-east-2.myhuaweicloud.com/003_Atc_Models/resnet50/resnet50.onnx - atc --model=resnet50.onnx --framework=5 --output=resnet50 --input_shape="actual_input_1:1,3,224,224" --soc_version=Ascend310 + atc --model=resnet50.onnx --framework=5 --output=resnet50 --input_shape="actual_input_1:1,3,224,224" --soc_version=Ascend310B4 ``` - atc命令中各参数的解释如下,详细约束说明请参见[《ATC模型转换指南》](https://hiascend.com/document/redirect/CannCommunityAtc)。 - - - --model:ResNet-50网络的模型文件的路径。 - - --framework:原始框架类型。5表示ONNX。 - - --output:resnet50.om模型文件的路径。请注意,记录保存该om模型文件的路径,后续开发应用时需要使用。 - - --input\_shape:模型输入数据的shape。 - - --soc\_version:昇腾AI处理器的版本。 + atc命令中各参数的解释如下,详细约束说明请参见[《ATC模型转换指南》](https://hiascend.com/document/redirect/CannCommunityAtc)。 + - --model:ResNet-50网络的模型文件的路径。 + - --framework:原始框架类型。5表示ONNX。 + - --output:resnet50.om模型文件的路径。请注意,记录保存该om模型文件的路径,后续开发应用时需要使用。 + - --input\_shape:模型输入数据的shape。 + - --soc\_version:昇腾AI处理器的版本。 >**说明:** >如果无法确定当前设备的soc\_version,则在安装驱动包的服务器执行**npu-smi info**命令进行查询,在查询到的“Name“前增加Ascend信息,例如“Name“对应取值为_xxxyy_,实际配置的soc\_version值为Ascend_xxxyy_。 +3. 获取测试图片数据。 -2. **获取测试图片数据。** + 请从以下链接获取该样例的测试图片dog1\_1024\_683.jpg,放在data目录下。 - 请从以下链接获取该样例的测试图片dog1\_1024\_683.jpg,放在data目录下。 - - ``` - cd $HOME/samples/inference/modelInference/sampleResnetQuickStart/cpp/data - wget https://obs-9be7.obs.cn-east-2.myhuaweicloud.com/models/aclsample/dog1_1024_683.jpg - ``` + ``` + cd ../data + wget https://obs-9be7.obs.cn-east-2.myhuaweicloud.com/models/aclsample/dog1_1024_683.jpg + ``` - **注:若需更换测试图片,则需自行准备测试图片,并将测试图片放到data目录下。** + **注:**若需更换测试图片,则需自行准备测试图片,并将测试图片放到data目录下。 -3. **编译样例源码。** +4. 编译样例源码。 - 执行以下命令编译样例源码。 + 执行以下命令编译样例源码。 - ``` - cd $HOME/samples/inference/modelInference/sampleResnetQuickStart/cpp/scripts - bash sample_build.sh - ``` + ``` + cd ../scripts + bash sample_build.sh + ``` -4. **运行样例。** +5. 运行样例。 - 执行以下脚本运行样例: + 执行以下脚本运行样例: - ``` - bash sample_run.sh - ``` + ``` + bash sample_run.sh + ``` - 执行成功后,在屏幕上的关键提示信息示例如下,提示信息中的label表示类别标识、conf表示该分类的最大置信度,class表示所属类别。这些 值可能会根据版本、环境有所不同,请以实际情况为准: + 执行成功后,在屏幕上的关键提示信息示例如下,提示信息中的label表示类别标识、conf表示该分类的最大置信度,class表示所属类别。这些 值可能会根据版本、环境有所不同,请以实际情况为准: ``` [INFO] The sample starts to run -- Gitee From 02efa272afe844ff70823110cf71242d38200506 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=93=88=E5=B0=8F=E4=B8=BB?= Date: Tue, 2 Apr 2024 07:04:40 +0000 Subject: [PATCH 5/9] update Samples/ResnetQuickStart/README.md. MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: 哈小主 --- Samples/ResnetQuickStart/README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/Samples/ResnetQuickStart/README.md b/Samples/ResnetQuickStart/README.md index aac2905..6f72384 100644 --- a/Samples/ResnetQuickStart/README.md +++ b/Samples/ResnetQuickStart/README.md @@ -8,7 +8,7 @@ ![输入图片说明](readme_img/zh-cn_image_0000001591372956.png) -#### 样例下载 +### 样例下载 可以使用以下两种方式下载,请选择其中一种进行源码准备。 @@ -44,7 +44,7 @@ ├── src // 用于存放源码 ``` -#### 执行准备 +### 执行准备 1. 设置环境变量。 @@ -56,7 +56,7 @@ export NPU_HOST_LIB=$DDK_PATH/runtime/lib64/stub ``` -#### 运行样例 +### 运行样例 1. 切换到当前样例目录。 2. 获取PyTorch框架的ResNet50模型(\*.onnx),并转换为昇腾AI处理器能识别的模型(\*.om)。 -- Gitee From 56d304eff99870953a99ed2621da23f3fc55f9ea Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=93=88=E5=B0=8F=E4=B8=BB?= Date: Tue, 2 Apr 2024 07:05:56 +0000 Subject: [PATCH 6/9] update Samples/ResnetQuickStart/README.md. MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: 哈小主 --- Samples/ResnetQuickStart/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Samples/ResnetQuickStart/README.md b/Samples/ResnetQuickStart/README.md index 6f72384..d15767d 100644 --- a/Samples/ResnetQuickStart/README.md +++ b/Samples/ResnetQuickStart/README.md @@ -19,7 +19,7 @@ cd ${HOME} git clone https://gitee.com/ascend/EdgeAndRobotics.git # 切换到样例目录 - cd EdgeAndRobotics/Samples/ResnetPicture + cd EdgeAndRobotics/Samples/ResnetQuickStart ``` - 压缩包方式下载(**下载时间较短,但步骤稍微复杂**)。 @@ -32,7 +32,7 @@ chmod +x EdgeAndRobotics-master.zip unzip EdgeAndRobotics-master.zip # 4. 切换到样例目录 - cd EdgeAndRobotics-master/Samples/ResnetPicture + cd EdgeAndRobotics-master/Samples/ResnetQuickStart ``` **样例的代码目录说明如下:** -- Gitee From 875633c20f240574f23481627dbd23746e09d9d2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=93=88=E5=B0=8F=E4=B8=BB?= Date: Tue, 2 Apr 2024 07:08:20 +0000 Subject: [PATCH 7/9] update Samples/ResnetQuickStart/README.md. MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: 哈小主 --- Samples/ResnetQuickStart/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Samples/ResnetQuickStart/README.md b/Samples/ResnetQuickStart/README.md index d15767d..195c732 100644 --- a/Samples/ResnetQuickStart/README.md +++ b/Samples/ResnetQuickStart/README.md @@ -140,11 +140,11 @@ >**须知:** ->一般来说,更换其它图片分类模型(例如resnet50-\>resnet101),由于同类模型的输入、输出类似,在此样例基础上改动较小,但如果更换为其它类型的模型(例如目标检测模型),由于不同类型模型的输入、输出差别较大,在此样例基础上数据预处理、模型输入&输出准备以及数据后处理等改动很大,建议在[Ascend Sample仓](https://gitee.com/ascend/samples)先找到目标检测类的样例,再基于目标检测样例修改。 +>一般来说,更换其它图片分类模型(例如resnet50-\>resnet101),由于同类模型的输入、输出类似,在此样例基础上改动较小,但如果更换为其它类型的模型(例如目标检测模型),由于不同类型模型的输入、输出差别较大,在此样例基础上数据预处理、模型输入&输出准备以及数据后处理等改动很大,建议在[Ascend EdgeAndRobotics仓](https://gitee.com/ascend/EdgeAndRobotics)先找到目标检测类的样例,再基于目标检测样例修改。 ## 相关操作 -- 获取更多样例,请单击[Link](https://gitee.com/ascend/samples/tree/master/inference/modelInference)。 +- 获取更多样例,请单击[Link](https://gitee.com/ha-xiaozhu/EdgeAndRobotics/tree/master/Samples)。 - 获取在线视频课程,请单击[Link](https://www.hiascend.com/edu/courses?activeTab=%E5%BA%94%E7%94%A8%E5%BC%80%E5%8F%91)。 - 获取学习文档,请单击[AscendCL C&C++](https://hiascend.com/document/redirect/CannCommunityCppAclQuick)或[AscendCL Python](https://hiascend.com/document/redirect/CannCommunityPyaclQuick),查看最新版本的AscendCL推理应用开发指南。 - 查模型的输入输出 -- Gitee From e4d7d6b8d8962d9e9fed895f673e2d47a6b1b682 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=93=88=E5=B0=8F=E4=B8=BB?= Date: Tue, 2 Apr 2024 07:09:48 +0000 Subject: [PATCH 8/9] update Samples/ResnetQuickStart/README.md. MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: 哈小主 --- Samples/ResnetQuickStart/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Samples/ResnetQuickStart/README.md b/Samples/ResnetQuickStart/README.md index 195c732..83528cb 100644 --- a/Samples/ResnetQuickStart/README.md +++ b/Samples/ResnetQuickStart/README.md @@ -144,7 +144,7 @@ ## 相关操作 -- 获取更多样例,请单击[Link](https://gitee.com/ha-xiaozhu/EdgeAndRobotics/tree/master/Samples)。 +- 获取更多样例,请单击[Link](https://gitee.com/ascend/EdgeAndRobotics/tree/master/Samples)。 - 获取在线视频课程,请单击[Link](https://www.hiascend.com/edu/courses?activeTab=%E5%BA%94%E7%94%A8%E5%BC%80%E5%8F%91)。 - 获取学习文档,请单击[AscendCL C&C++](https://hiascend.com/document/redirect/CannCommunityCppAclQuick)或[AscendCL Python](https://hiascend.com/document/redirect/CannCommunityPyaclQuick),查看最新版本的AscendCL推理应用开发指南。 - 查模型的输入输出 -- Gitee From 18be5ee0f6470a55b6c82eb81e6d85bd00e33698 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=93=88=E5=B0=8F=E4=B8=BB?= Date: Wed, 3 Apr 2024 09:52:40 +0800 Subject: [PATCH 9/9] m --- Samples/YOLOV5USBCamera/scripts/sample_run.sh | 2 +- Samples/YOLOV5USBCamera/src/main.cpp | 36 ++++++++++++++++--- 2 files changed, 32 insertions(+), 6 deletions(-) diff --git a/Samples/YOLOV5USBCamera/scripts/sample_run.sh b/Samples/YOLOV5USBCamera/scripts/sample_run.sh index b56b8e8..a75e8d5 100644 --- a/Samples/YOLOV5USBCamera/scripts/sample_run.sh +++ b/Samples/YOLOV5USBCamera/scripts/sample_run.sh @@ -4,7 +4,7 @@ ScriptPath="$( cd "$(dirname "$BASH_SOURCE")" ; pwd -P )" function main() { echo "[INFO] The sample starts to run" - running_command="./main" + running_command="./main imshow" cd ${ScriptPath}/../out ${running_command} if [ $? -ne 0 ];then diff --git a/Samples/YOLOV5USBCamera/src/main.cpp b/Samples/YOLOV5USBCamera/src/main.cpp index e36acd8..b17ce56 100644 --- a/Samples/YOLOV5USBCamera/src/main.cpp +++ b/Samples/YOLOV5USBCamera/src/main.cpp @@ -43,7 +43,7 @@ struct MsgOut { Queue msgDataQueue(32); Queue msgOutQueue(32); - +std::string displayMode = ""; typedef struct BoundBox { float x; float y; @@ -54,6 +54,21 @@ typedef struct BoundBox { size_t index; } BoundBox; +bool Initparam(int argc, char *argv[]) +{ + DIR *dir; + int outputDisplay = 1; + if ((dir = opendir("./out")) == NULL) + system("mkdir ./out"); + int paramNum = 2; + if(argc != paramNum) { + LOG_PRINT("[ERROR] please choose output display mode: [./main imshow] [./main stdout]"); + return false; + } + displayMode = argv[outputDisplay]; + return true; +} + bool sortScore(BoundBox box1, BoundBox box2) { return box1.score > box2.score; @@ -159,6 +174,7 @@ void GetResult(std::vector& inferOutputs, cv::Scalar(50, 205, 50), cv::Scalar(139, 85, 26)}; int half = 2; + string textPrint = "["; for (size_t i = 0; i < result.size(); ++i) { if (result[i].score < 0.7) { continue; @@ -171,11 +187,19 @@ void GetResult(std::vector& inferOutputs, cv::rectangle(srcImage, leftUpPoint, rightBottomPoint, colors[i % colors.size()], lineSolid); string className = label[result[i].classIndex]; string markString = to_string(result[i].score) + ":" + className; + textPrint += markString; cv::putText(srcImage, markString, cv::Point(leftUpPoint.x, leftUpPoint.y + labelOffset), cv::FONT_HERSHEY_COMPLEX, fountScale, fountColor); } - cv::imshow("usb-show-demo", srcImage); - cv::waitKey(1); + textPrint += "]"; + if (displayMode == "imshow") { + cv::imshow("usb-show-demo", srcImage); + cv::waitKey(1); + } else if (displayMode == "stdout") { + cout<<"Detect Result: "<< textPrint <