From 181200c5889912aed3fa41b33bbcb1ea5912aeec Mon Sep 17 00:00:00 2001 From: liuxiao78 Date: Mon, 14 Dec 2020 19:50:37 +0800 Subject: [PATCH] add readme add images fix ci fix ci --- .../lite/image_classification/README.en.md | 2 +- .../lite/image_classification/README.md | 2 +- .../lite/image_segmentation/README.md | 2 +- .../lite/object_detection/README.en.md | 2 +- .../official/lite/object_detection/README.md | 2 +- model_zoo/official/lite/posenet/README.md | 2 +- .../official/lite/scene_detection/README.md | 291 ++++++++++++++++++ .../lite/scene_detection/images/home.png | Bin 0 -> 40083 bytes .../lite/scene_detection/images/install.jpg | Bin 0 -> 27417 bytes .../images/project_structure.png | Bin 0 -> 37421 bytes .../lite/scene_detection/images/run_app.PNG | Bin 0 -> 5165 bytes .../scene_detection/images/sdk_management.png | Bin 0 -> 88566 bytes .../official/lite/style_transfer/README.md | 2 +- 13 files changed, 298 insertions(+), 7 deletions(-) create mode 100644 model_zoo/official/lite/scene_detection/README.md create mode 100644 model_zoo/official/lite/scene_detection/images/home.png create mode 100644 model_zoo/official/lite/scene_detection/images/install.jpg create mode 100644 model_zoo/official/lite/scene_detection/images/project_structure.png create mode 100644 model_zoo/official/lite/scene_detection/images/run_app.PNG create mode 100644 model_zoo/official/lite/scene_detection/images/sdk_management.png diff --git a/model_zoo/official/lite/image_classification/README.en.md b/model_zoo/official/lite/image_classification/README.en.md index fc3ff983e4..11e05d99b6 100644 --- a/model_zoo/official/lite/image_classification/README.en.md +++ b/model_zoo/official/lite/image_classification/README.en.md @@ -20,7 +20,7 @@ The following describes how to use the MindSpore Lite C++ APIs (Android JNIs) an ![start_sdk](images/sdk_management.png) - If you have any Android Studio configuration problem when trying this demo, please refer to item 5 to resolve it. + If you have any Android Studio configuration problem when trying this demo, please refer to item 4 to resolve it. 2. Connect to an Android device and runs the image classification application. diff --git a/model_zoo/official/lite/image_classification/README.md b/model_zoo/official/lite/image_classification/README.md index 0952dcd9ff..1aecc92397 100644 --- a/model_zoo/official/lite/image_classification/README.md +++ b/model_zoo/official/lite/image_classification/README.md @@ -20,7 +20,7 @@ ![start_sdk](images/sdk_management.png) - 使用过程中若出现Android Studio配置问题,可参考第5项解决。 + 使用过程中若出现Android Studio配置问题,可参考第4项解决。 2. 连接Android设备,运行图像分类应用程序。 diff --git a/model_zoo/official/lite/image_segmentation/README.md b/model_zoo/official/lite/image_segmentation/README.md index 9ff53a4428..d2583649e9 100644 --- a/model_zoo/official/lite/image_segmentation/README.md +++ b/model_zoo/official/lite/image_segmentation/README.md @@ -20,7 +20,7 @@ ![start_sdk](images/sdk_management.png) - 使用过程中若出现Android Studio配置问题,可参考第5项解决。 + 使用过程中若出现Android Studio配置问题,可参考第4项解决。 2. 连接Android设备,运行图像分割应用程序。 diff --git a/model_zoo/official/lite/object_detection/README.en.md b/model_zoo/official/lite/object_detection/README.en.md index 79afffb2b1..79238c47ae 100644 --- a/model_zoo/official/lite/object_detection/README.en.md +++ b/model_zoo/official/lite/object_detection/README.en.md @@ -20,7 +20,7 @@ The following section describes how to build and execute an on-device object det ![start_home](images/home.png) - If you have any Android Studio configuration problem when trying this demo, please refer to item 5 to resolve it. + If you have any Android Studio configuration problem when trying this demo, please refer to item 4 to resolve it. 2. Connect to an Android device and runs the object detection application. diff --git a/model_zoo/official/lite/object_detection/README.md b/model_zoo/official/lite/object_detection/README.md index a22f0a9eb5..a5bd87ce5b 100644 --- a/model_zoo/official/lite/object_detection/README.md +++ b/model_zoo/official/lite/object_detection/README.md @@ -19,7 +19,7 @@ ![start_sdk](images/sdk_management.png) - 使用过程中若出现Android Studio配置问题,可参考第5项解决。 + 使用过程中若出现Android Studio配置问题,可参考第4项解决。 2. 连接Android设备,运行目标检测示例应用程序。 diff --git a/model_zoo/official/lite/posenet/README.md b/model_zoo/official/lite/posenet/README.md index 819f5715b9..515f18b3be 100644 --- a/model_zoo/official/lite/posenet/README.md +++ b/model_zoo/official/lite/posenet/README.md @@ -19,7 +19,7 @@ ![start_sdk](images/sdk_management.png) - 使用过程中若出现Android Studio配置问题,可参考第5项解决。 + 使用过程中若出现Android Studio配置问题,可参考第4项解决。 2. 连接Android设备,运行骨骼检测示例应用程序。 diff --git a/model_zoo/official/lite/scene_detection/README.md b/model_zoo/official/lite/scene_detection/README.md new file mode 100644 index 0000000000..77f988d583 --- /dev/null +++ b/model_zoo/official/lite/scene_detection/README.md @@ -0,0 +1,291 @@ +## MindSpore Lite 端侧场景检测demo(Android) + +本示例程序演示了如何在端侧利用MindSpore Lite C++ API(Android JNI)以及MindSpore Lite 场景检测模型完成端侧推理,对设备摄像头捕获的内容进行检测,并在App图像预览界面中显示连续目标检测结果。 + +### 运行依赖 + +- Android Studio >= 3.2 (推荐4.0以上版本) +- NDK 21.3 +- CMake 3.10 +- Android SDK >= 26 + +### 构建与运行 + +1. 在Android Studio中加载本示例源码,并安装相应的SDK(指定SDK版本后,由Android Studio自动安装)。 + + ![start_home](images/home.png) + + 启动Android Studio后,点击`File->Settings->System Settings->Android SDK`,勾选相应的SDK。如下图所示,勾选后,点击`OK`,Android Studio即可自动安装SDK。 + + ![start_sdk](images/sdk_management.png) + + 使用过程中若出现Android Studio配置问题,可参考下表解决: + + | | 报错 | 解决方案 | + | ---- | ------------------------------------------------------------ | ------------------------------------------------------------ | + | 1 | Gradle sync failed: NDK not configured. | 在local.properties中指定安装的ndk目录:ndk.dir={ndk的安装目录} | + | 2 | Requested NDK version did not match the version requested by ndk.dir | 可手动下载相应的[NDK版本](https://developer.android.com/ndk/downloads?hl=zh-cn),并在Project Structure - Android NDK location设置中指定SDK的位置(可参考下图完成) | + | 3 | This version of Android Studio cannot open this project, please retry with Android Studio or newer. | 在工具栏-help-Checkout for Updates中更新版本 | + | 4 | SSL peer shut down incorrectly | 重新构建 | + + ![project_structure](images/project_structure.png) + +2. 连接Android设备,运行场景检测示例应用程序。 + + 通过USB连接Android设备调试,点击`Run 'app'`即可在你的设备上运行本示例项目。 + > 编译过程中Android Studio会自动下载MindSpore Lite、模型文件等相关依赖项,编译过程需做耐心等待。 + + ![run_app](images/run_app.PNG) + + Android Studio连接设备调试操作,可参考。 + +3. 在Android设备上,点击“继续安装”。完成之后即可在手机上体验场景检测功能。 + + ![install](images/install.jpg) + +## 示例程序详细说明 + +端侧场景检测Android示例程序分为JAVA层和JNI层,其中,JAVA层主要通过Android Camera 2 API实现摄像头获取图像帧,以及相应的图像处理(针对推理结果画框)等功能;JNI层在[Runtime](https://www.mindspore.cn/tutorial/lite/zh-CN/master/use/runtime.html)中完成模型推理的过程。 + +> 此处详细说明示例程序的JNI层实现,JAVA层运用Android Camera 2 API实现开启设备摄像头以及图像帧处理等功能,需读者具备一定的Android开发基础知识。 + +### 示例程序结构 + +```text +app +| +├── libs # 存放demo jni层编译出的库文件 +│ └── arm64-v8a +│ │── libmlkit-label-MS.so # +| +├── src/main +│ ├── assets # 资源文件 +| | └── mobilenetv2.ms # 存放模型文件 +│ | +│ ├── cpp # 模型加载和预测主要逻辑封装类 +| | ├── mindspore-lite-x.x.x-mindata-arm64-cpu # minspore源码编译出的调用包,包含demo jni层依赖的库文件及相关的头文件 +| | | └── ... +│ | | +| | ├── MindSporeNetnative.cpp # MindSpore调用相关的JNI方法 +│ ├── java # java层应用代码 +│ │ └── com.huawei.himindsporedemo +│ │ ├── help # 图像处理及MindSpore JNI调用相关实现 +│ │ │ └── ... +│ │ └── obejctdetect # 开启摄像头及绘制相关实现 +│ │ └── ... +│ │ +│ ├── res # 存放Android相关的资源文件 +│ └── AndroidManifest.xml # Android配置文件 +│ +├── CMakeLists.txt # cmake编译入口文件 +│ +├── build.gradle # 其他Android配置文件 +├── download.gradle # APP构建时由gradle自动从HuaWei Server下载依赖的库文件及模型文件 +└── ... +``` + +### 配置MindSpore Lite依赖项 + +Android JNI层调用MindSpore C++ API时,需要相关库文件支持。可通过MindSpore Lite[源码编译](https://www.mindspore.cn/tutorial/lite/zh-CN/master/use/build.html)生成`mindspore-lite-{version}-minddata-{os}-{device}.tar.gz`库文件包并解压缩(包含`libmindspore-lite.so`库文件和相关头文件),在本例中需使用生成带图像预处理模块的编译命令。 + +> version:输出件版本号,与所编译的分支代码对应的版本一致。 +> +> device:当前分为cpu(内置CPU算子)和gpu(内置CPU和GPU算子)。 +> +> os:输出件应部署的操作系统。 + +本示例中,build过程由download.gradle文件自动下载MindSpore Lite 版本文件,并放置在`app/src/main/cpp/`目录下。 + +> 若自动下载失败,请手动下载相关库文件,解压并放在对应位置: + + mindspore-lite-1.0.1-runtime-arm64-cpu.tar.gz [下载链接](https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.0.1/lite/android_aarch64/mindspore-lite-1.0.1-runtime-arm64-cpu.tar.gz) + +在app的`build.gradle`文件中配置CMake编译支持,以及`arm64-v8a`的编译支持,如下所示: + +```text +android{ + defaultConfig{ + externalNativeBuild{ + cmake{ + arguments "-DANDROID_STL=c++_shared" + } + } + + ndk{ + abiFilters 'arm64-v8a' + } + } +} +``` + +在`app/CMakeLists.txt`文件中建立`.so`库文件链接,如下所示。 + +```text +# Set MindSpore Lite Dependencies. +set(MINDSPORELITE_VERSION mindspore-lite-1.0.1-runtime-arm64-cpu) +include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}) +add_library(mindspore-lite SHARED IMPORTED ) +add_library(minddata-lite SHARED IMPORTED ) +set_target_properties(mindspore-lite PROPERTIES IMPORTED_LOCATION + ${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/lib/libmindspore-lite.so) +set_target_properties(minddata-lite PROPERTIES IMPORTED_LOCATION + ${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/lib/libminddata-lite.so) + +# Link target library. +target_link_libraries( + ... + mindspore-lite + minddata-lite + ... +) +``` + +### 下载及部署模型文件 + +从MindSpore Model Hub中下载模型文件,本示例程序中使用的场景检测模型文件为`mobilenetv2.ms`,同样通过`download.gradle`脚本在APP构建时自动下载,并放置在`app/src/main/assets`工程目录下。 + +> 若下载失败请手动下载模型文件,mobilenetv2.ms [下载链接](https://download.mindspore.cn/model_zoo/official/lite/mobilenetv2_openimage_lite/mobilenetv2.ms)。 + +### 编写端侧推理代码 + +在JNI层调用MindSpore Lite C++ API实现端测推理。 + +推理代码流程如下,完整代码请参见`src/cpp/MindSporeNetnative.cpp`。 + +1. 加载MindSpore Lite模型文件,构建上下文、会话以及用于推理的计算图。 + + - 加载模型文件 + + ```cpp + jlong bufferLen = env->GetDirectBufferCapacity(model_buffer); + if (0 == bufferLen) { + MS_PRINT("error, bufferLen is 0!"); + return (jlong) nullptr; + } + + char *modelBuffer = CreateLocalModelBuffer(env, model_buffer); + if (modelBuffer == nullptr) { + MS_PRINT("modelBuffer create failed!"); + return (jlong) nullptr; + } + ``` + + - 创建会话 + + ```cpp + void **labelEnv = new void *; + MSNetWork *labelNet = new MSNetWork; + *labelEnv = labelNet; + + mindspore::lite::Context *context = new mindspore::lite::Context; + context->thread_num_ = num_thread; + context->device_list_[0].device_info_.cpu_device_info_.cpu_bind_mode_ = mindspore::lite::NO_BIND; + context->device_list_[0].device_info_.cpu_device_info_.enable_float16_ = false; + context->device_list_[0].device_type_ = mindspore::lite::DT_CPU; + + labelNet->CreateSessionMS(modelBuffer, bufferLen, context); + delete context; + ``` + + - 加载模型文件并构建用于推理的计算图 + + ```cpp + void + MSNetWork::CreateSessionMS(char *modelBuffer, size_t bufferLen, mindspore::lite::Context *ctx) { + session_ = mindspore::session::LiteSession::CreateSession(ctx); + if (session_ == nullptr) { + MS_PRINT("Create Session failed."); + return; + } + + // Compile model. + model_ = mindspore::lite::Model::Import(modelBuffer, bufferLen); + if (model_ == nullptr) { + ReleaseNets(); + MS_PRINT("Import model failed."); + return; + } + + int ret = session_->CompileGraph(model_); + if (ret != mindspore::lite::RET_OK) { + ReleaseNets(); + MS_PRINT("CompileGraph failed."); + return; + } + } + ``` + +2. 将输入图片转换为传入MindSpore模型的Tensor格式。 + + ```cpp + // Convert the Bitmap image passed in from the JAVA layer to Mat for OpenCV processing + LiteMat lite_mat_bgr,lite_norm_mat_cut; + + if (!BitmapToLiteMat(env, srcBitmap, lite_mat_bgr)){ + MS_PRINT("BitmapToLiteMat error"); + return NULL; + } + int srcImageWidth = lite_mat_bgr.width_; + int srcImageHeight = lite_mat_bgr.height_; + if(!PreProcessImageData(lite_mat_bgr, lite_norm_mat_cut)){ + MS_PRINT("PreProcessImageData error"); + return NULL; + } + ImgDims inputDims; + inputDims.channel =lite_norm_mat_cut.channel_; + inputDims.width = lite_norm_mat_cut.width_; + inputDims.height = lite_norm_mat_cut.height_; + + // Get the mindsore inference environment which created in loadModel(). + void **labelEnv = reinterpret_cast(netEnv); + if (labelEnv == nullptr) { + MS_PRINT("MindSpore error, labelEnv is a nullptr."); + return NULL; + } + MSNetWork *labelNet = static_cast(*labelEnv); + + auto mSession = labelNet->session; + if (mSession == nullptr) { + MS_PRINT("MindSpore error, Session is a nullptr."); + return NULL; + } + MS_PRINT("MindSpore get session."); + + auto msInputs = mSession->GetInputs(); + auto inTensor = msInputs.front(); + + float *dataHWC = reinterpret_cast(lite_norm_mat_cut.data_ptr_); + // copy input Tensor + memcpy(inTensor->MutableData(), dataHWC, + inputDims.channel * inputDims.width * inputDims.height * sizeof(float)); + delete[] (dataHWC); + ``` + +3. 对输入Tensor按照模型进行推理,获取输出Tensor。 + + - 图执行,端测推理。 + + ```cpp + // After the model and image tensor data is loaded, run inference. + auto status = mSession->RunGraph(); + + if (status != mindspore::lite::RET_OK) { + MS_PRINT("MindSpore run net error."); + return NULL; + } + ``` + + - 获取输出数据。 + + ```cpp + /** + * Get the mindspore inference results. + * Return the map of output node name and MindSpore Lite MSTensor. + */ + auto names = mSession->GetOutputTensorNames(); + std::unordered_map msOutputs; + for (const auto &name : names) { + auto temp_dat = mSession->GetOutputByTensorName(name); + msOutputs.insert(std::pair{name, temp_dat}); + } + ``` diff --git a/model_zoo/official/lite/scene_detection/images/home.png b/model_zoo/official/lite/scene_detection/images/home.png new file mode 100644 index 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