gongdaguo
4 years ago
parent
25c388e01e
commit
6245fdd584
@ -0,0 +1,83 @@
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# MindSpore
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build/
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app/src/main/cpp/mindspore-lite*
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app/src/main/assets/model/
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mindspore/lib
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output
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*.ir
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mindspore/ccsrc/schema/inner/*
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# Cmake files
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CMakeFiles/
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cmake_install.cmake
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CMakeCache.txt
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Makefile
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cmake-build-debug
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# Dynamic libraries
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*.so
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*.so.*
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*.dylib
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# Static libraries
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*.la
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*.lai
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*.a
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*.lib
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# Protocol buffers
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*_pb2.py
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*.pb.h
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*.pb.cc
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# Object files
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*.o
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# Editor
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.vscode
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.idea/
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# Cquery
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.cquery_cached_index/
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compile_commands.json
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# Ctags and cscope
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tags
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TAGS
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CTAGS
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GTAGS
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GRTAGS
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GSYMS
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GPATH
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cscope.*
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# Python files
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*__pycache__*
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.pytest_cache
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# Mac files
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*.DS_Store
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# Test results
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test_temp_summary_event_file/
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*.dot
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*.dat
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*.svg
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*.perf
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*.info
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*.ckpt
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*.shp
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*.pkl
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.clangd
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mindspore/version.py
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mindspore/default_config.py
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mindspore/.commit_id
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onnx.proto
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mindspore/ccsrc/onnx.proto
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# Android
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local.properties
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.gradle
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sdk/build
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sdk/.cxx
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app/.cxx
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@ -0,0 +1,2 @@
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/build
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/src/main/cpp/mindspore-lite-1.0.0-minddata-arm64-cpu/
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@ -0,0 +1,86 @@
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# For more information about using CMake with Android Studio, read the
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# documentation: https://d.android.com/studio/projects/add-native-code.html
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# Sets the minimum version of CMake required to build the native library.
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cmake_minimum_required(VERSION 3.4.1)
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set(CMAKE_VERBOSE_MAKEFILE on)
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set(CMAKE_LIBRARY_OUTPUT_DIRECTORY ${CMAKE_SOURCE_DIR}/libs/${ANDROID_ABI})
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set(MINDSPORELITE_VERSION mindspore-lite-1.0.1-runtime-arm64-cpu)
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# ============== Set MindSpore Dependencies. =============
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include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp)
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include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/third_party/flatbuffers/include)
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include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION})
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include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/include)
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include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/include/ir/dtype)
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include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/include/schema)
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include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/minddata/include)
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add_library(mindspore-lite SHARED IMPORTED )
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add_library(minddata-lite SHARED IMPORTED )
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add_library(libmindspore-lite-fp16 SHARED IMPORTED )
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set_target_properties(mindspore-lite PROPERTIES IMPORTED_LOCATION
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${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/lib/libmindspore-lite.so)
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set_target_properties(minddata-lite PROPERTIES IMPORTED_LOCATION
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${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/minddata/lib/libminddata-lite.so)
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set_target_properties(libmindspore-lite-fp16 PROPERTIES IMPORTED_LOCATION
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${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/lib/libmindspore-lite-fp16.so)
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# --------------- MindSpore Lite set End. --------------------
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# Creates and names a library, sets it as either STATIC
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# or SHARED, and provides the relative paths to its source code.
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# You can define multiple libraries, and CMake builds them for you.
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# Gradle automatically packages shared libraries with your APK.
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file(GLOB_RECURSE cpp_src "src/main/cpp/*.cpp" "src/main/cpp/*.h")
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add_library( # Sets the name of the library.
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mlkit-label-MS
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# Sets the library as a shared library.
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SHARED
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# Provides a relative path to your source file(s).
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${cpp_src})
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# Searches for a specified prebuilt library and stores the path as a
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# variable. Because CMake includes system libraries in the search path by
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# default, you only need to specify the name of the public NDK library
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# you want to add. CMake verifies that the library exists before
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# completing its build.
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find_library( # Sets the name of the path variable.
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log-lib
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# Specifies the name of the NDK library that
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# you want CMake to locate.
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log )
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find_library( jnigraphics-lib jnig·raphics )
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# Specifies libraries CMake should link to your target library. You
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# can link multiple libraries, such as libraries you define in this
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# build script, prebuilt third-party libraries, or system libraries.
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add_definitions(-DMNN_USE_LOGCAT)
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target_link_libraries( # Specifies the target library.
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mlkit-label-MS
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# --- mindspore ---
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minddata-lite
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mindspore-lite
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libmindspore-lite-fp16
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# --- other dependencies.---
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-ljnigraphics
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android
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# Links the target library to the log library
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${log-lib}
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)
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apply plugin: 'com.android.application'
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android {
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compileSdkVersion 30
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buildToolsVersion "30.0.1"
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defaultConfig {
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applicationId "com.mindspore.himindspore"
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minSdkVersion 21
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targetSdkVersion 30
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versionCode 1
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versionName "1.0"
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testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner"
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externalNativeBuild {
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cmake {
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arguments "-DANDROID_STL=c++_shared"
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cppFlags "-std=c++17"
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}
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}
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ndk {
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abiFilters 'arm64-v8a'
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}
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}
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aaptOptions {
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noCompress '.so', 'ms'
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}
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buildTypes {
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release {
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minifyEnabled false
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proguardFiles getDefaultProguardFile('proguard-android-optimize.txt'), 'proguard-rules.pro'
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}
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customDebugType {
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debuggable true
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}
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}
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externalNativeBuild {
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cmake {
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path file('CMakeLists.txt')
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}
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}
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ndkVersion '21.3.6528147'
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sourceSets{
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main {
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jniLibs.srcDirs = ['libs']
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}
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}
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packagingOptions{
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pickFirst 'lib/arm64-v8a/libmlkit-label-MS.so'
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}
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}
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// Before gradle build.
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// To download some necessary libraries.
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apply from:'download.gradle'
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dependencies {
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implementation fileTree(dir: "libs", include: ["*.jar"])
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implementation 'androidx.appcompat:appcompat:1.2.0'
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implementation 'androidx.constraintlayout:constraintlayout:2.0.2'
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implementation 'androidx.cardview:cardview:1.0.0'
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testImplementation 'junit:junit:4.13.1'
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androidTestImplementation 'androidx.test.ext:junit:1.1.2'
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androidTestImplementation 'androidx.test.espresso:espresso-core:3.3.0'
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implementation 'com.sun.mail:android-mail:1.6.5'
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implementation 'com.sun.mail:android-activation:1.6.5'
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}
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@ -0,0 +1,115 @@
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/**
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* To download necessary library from HuaWei server.
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* Including mindspore-lite .so file, minddata-lite .so file and model file.
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* The libraries can be downloaded manually.
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*/
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def targetMindSporeInclude = "src/main/cpp/"
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def mindsporeLite_Version = "mindspore-lite-1.0.1-runtime-arm64-cpu"
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def targetModelFile = "src/main/assets/model/mobilenetv2.ms"
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def mindSporeLibrary_arm64 = "src/main/cpp/${mindsporeLite_Version}.tar.gz"
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def modelDownloadUrl = "https://download.mindspore.cn/model_zoo/official/lite/mobilenetv2_openimage_lite/mobilenetv2.ms"
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//def mindsporeLiteDownloadUrl = "https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.0.0/lite/android_aarch64/${mindsporeLite_Version}.tar.gz"
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def mindsporeLiteDownloadUrl = "https://download.mindspore.cn/model_zoo/official/lite/lib/mindspore%20version%201.0.1/${mindsporeLite_Version}.tar.gz"
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def targetObjectModelFile = "src/main/assets/model/ssd.ms"
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def targetGarbageModelFile = "src/main/assets/model/garbage_mobilenetv2.ms"
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def modelObjectDownloadUrl = "https://download.mindspore.cn/model_zoo/official/lite/ssd_mobilenetv2_lite/ssd.ms"
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def modelGarbageDownloadUrl = "https://download.mindspore.cn/model_zoo/official/lite/garbage_mobilenetv2_lite/garbage_mobilenetv2.ms"
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def cleantargetMindSporeInclude = "src/main/cpp"
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task cleanCmakeCache(type: Delete) {
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delete '.cxx/cmake/debug'
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delete '.cxx/cmake/release'
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}
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task downloadModelFile(type: DownloadUrlTask) {
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doFirst {
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println "Downloading ${modelDownloadUrl}"
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}
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sourceUrl = "${modelDownloadUrl}"
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target = file("${targetModelFile}")
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}
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task downloadObjectModelFile(type: DownloadUrlTask) {
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doFirst {
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println "Downloading ${modelObjectDownloadUrl}"
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}
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sourceUrl = "${modelObjectDownloadUrl}"
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target = file("${targetObjectModelFile}")
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}
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task downloadGarbageModelFile(type: DownloadUrlTask) {
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doFirst {
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println "Downloading ${modelGarbageDownloadUrl}"
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}
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sourceUrl = "${modelGarbageDownloadUrl}"
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target = file("${targetGarbageModelFile}")
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}
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task downloadMindSporeLibrary(type: DownloadUrlTask) {
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doFirst {
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println "Downloading ${mindsporeLiteDownloadUrl}"
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}
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sourceUrl = "${mindsporeLiteDownloadUrl}"
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target = file("${mindSporeLibrary_arm64}")
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}
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task unzipMindSporeInclude(type: Copy, dependsOn: 'downloadMindSporeLibrary') {
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doFirst {
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println "Unzipping ${mindSporeLibrary_arm64}"
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}
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from tarTree(resources.gzip("${mindSporeLibrary_arm64}"))
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into "${targetMindSporeInclude}"
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}
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task cleanUnusedmindsporeFiles(type: Delete, dependsOn: ['unzipMindSporeInclude']) {
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delete fileTree("${cleantargetMindSporeInclude}").matching {
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include "*.tar.gz"
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}
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}
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/*
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* Using preBuild to download mindspore library and model file.
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* Run before gradle build.
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*/
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if (file("src/main/cpp/${mindsporeLite_Version}/lib/libmindspore-lite.so").exists()){
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downloadMindSporeLibrary.enabled = false
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unzipMindSporeInclude.enabled = false
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cleanUnusedmindsporeFiles.enabled = false
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}
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if (file("src/main/assets/model/garbage_mobilenetv2.ms").exists()){
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downloadGarbageModelFile.enabled = false
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}
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if (file("src/main/assets/model/mobilenetv2.ms").exists()){
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downloadModelFile.enabled = false
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}
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if (file("src/main/assets/model/ssd.ms").exists()){
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downloadObjectModelFile.enabled = false
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}
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preBuild.dependsOn cleanCmakeCache
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preBuild.dependsOn downloadModelFile
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preBuild.dependsOn downloadObjectModelFile
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preBuild.dependsOn downloadMindSporeLibrary
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preBuild.dependsOn downloadGarbageModelFile
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preBuild.dependsOn unzipMindSporeInclude
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preBuild.dependsOn cleanUnusedmindsporeFiles
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class DownloadUrlTask extends DefaultTask {
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@Input
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String sourceUrl
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@OutputFile
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File target
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@TaskAction
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void download() {
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ant.get(src: sourceUrl, dest: target)
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}
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}
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@ -0,0 +1,21 @@
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# Add project specific ProGuard rules here.
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# You can control the set of applied configuration files using the
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# proguardFiles setting in build.gradle.
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#
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# For more details, see
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# http://developer.android.com/guide/developing/tools/proguard.html
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||||
# If your project uses WebView with JS, uncomment the following
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# and specify the fully qualified class name to the JavaScript interface
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# class:
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#-keepclassmembers class fqcn.of.javascript.interface.for.webview {
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# public *;
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#}
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# Uncomment this to preserve the line number information for
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# debugging stack traces.
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#-keepattributes SourceFile,LineNumberTable
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# If you keep the line number information, uncomment this to
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# hide the original source file name.
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#-renamesourcefileattribute SourceFile
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@ -0,0 +1,26 @@
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package com.mindspore.himindspore;
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import android.content.Context;
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import androidx.test.platform.app.InstrumentationRegistry;
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import androidx.test.ext.junit.runners.AndroidJUnit4;
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import org.junit.Test;
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import org.junit.runner.RunWith;
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import static org.junit.Assert.*;
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/**
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* Instrumented test, which will execute on an Android device.
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*
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* @see <a href="http://d.android.com/tools/testing">Testing documentation</a>
|
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*/
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@RunWith(AndroidJUnit4.class)
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public class ExampleInstrumentedTest {
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@Test
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public void useAppContext() {
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// Context of the app under test.
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Context appContext = InstrumentationRegistry.getInstrumentation().getTargetContext();
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assertEquals("com.mindspore.himindspore", appContext.getPackageName());
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}
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}
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<?xml version="1.0" encoding="utf-8"?>
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<manifest xmlns:android="http://schemas.android.com/apk/res/android"
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package="com.mindspore.himindspore">
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||||
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||||
<uses-permission android:name="android.permission.CAMERA" />
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<uses-permission android:name="android.permission.WRITE_INTERNAL_STORAGE" />
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<uses-permission android:name="android.permission.READ_INTERNAL_STORAGE" />
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<uses-permission android:name="android.permission.READ_EXTERNAL_STORAGE" />
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||||
<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE" />
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||||
<uses-permission android:name="android.permission.MOUNT_UNMOUNT_FILESYSTEM" />
|
||||
<uses-permission android:name="android.permission.READ_PHONE_STATE" />
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<uses-permission android:name="android.permission.INTERNET" />
|
||||
|
||||
<application
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android:allowBackup="true"
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android:icon="@mipmap/ic_launcher"
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android:label="@string/app_name"
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android:requestLegacyExternalStorage="true"
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android:roundIcon="@mipmap/ic_launcher_round"
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android:supportsRtl="true"
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android:theme="@style/AppTheme">
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<activity
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android:name=".SplashActivity"
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android:screenOrientation="portrait"
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android:theme="@style/Theme.AppCompat.NoActionBar">
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||||
<intent-filter>
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<action android:name="android.intent.action.MAIN" />
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<category android:name="android.intent.category.LAUNCHER" />
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</intent-filter>
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</activity>
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<activity
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||||
android:name=".imageclassification.ui.ImageMainActivity"
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android:screenOrientation="portrait"
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android:theme="@style/Theme.AppCompat.NoActionBar"/>
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<activity
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||||
android:name=".contract.ContractActivity"
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android:screenOrientation="portrait"
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android:theme="@style/Theme.AppCompat.NoActionBar" />
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<activity
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android:name=".objectdetection.ui.ObjectDetectionMainActivity"
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android:screenOrientation="portrait"
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android:theme="@style/Theme.AppCompat.NoActionBar" />
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<activity
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android:name=".objectdetection.ui.ObjectCameraActivity"
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android:screenOrientation="portrait"
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android:theme="@style/Theme.AppCompat.NoActionBar" />
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<activity
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android:name=".objectdetection.ui.PhotoActivity"
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android:screenOrientation="portrait"
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android:theme="@style/Theme.AppCompat.NoActionBar" />
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<activity
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android:name=".imageclassification.ui.ImageCameraActivity"
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android:screenOrientation="portrait"
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android:theme="@style/Theme.AppCompat.NoActionBar" />
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</application>
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</manifest>
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File diff suppressed because it is too large
Load Diff
@ -0,0 +1,21 @@
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/**
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||||
* Copyright 2020 Huawei Technologies Co., Ltd
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||||
*
|
||||
* 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.
|
||||
*/
|
||||
|
||||
#ifndef GARBAGE_MINDSPORE_JNI_HMS_DEBUG_MINDSPORENETNATIVE_H
|
||||
#define GARBAGE_MINDSPORE_JNI_HMS_DEBUG_MINDSPORENETNATIVE_H
|
||||
|
||||
|
||||
#endif // MINDSPORE_JNI_HMS_DEBUG_MINDSPORENETNATIVE_H
|
||||
File diff suppressed because it is too large
Load Diff
@ -0,0 +1,21 @@
|
||||
/**
|
||||
* Copyright 2020 Huawei Technologies Co., Ltd
|
||||
*
|
||||
* 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.
|
||||
*/
|
||||
|
||||
#ifndef IMAGE_MINDSPORE_JNI_HMS_DEBUG_MINDSPORENETNATIVE_H
|
||||
#define IMAGE_MINDSPORE_JNI_HMS_DEBUG_MINDSPORENETNATIVE_H
|
||||
|
||||
|
||||
#endif // MINDSPORE_JNI_HMS_DEBUG_MINDSPORENETNATIVE_H
|
||||
@ -0,0 +1,52 @@
|
||||
/**
|
||||
* Copyright 2020 Huawei Technologies Co., Ltd
|
||||
*
|
||||
* 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.
|
||||
*/
|
||||
|
||||
#include "MSNetWork.h"
|
||||
#include <android/log.h>
|
||||
#include <iostream>
|
||||
#include <string>
|
||||
|
||||
#define MS_PRINT(format, ...) __android_log_print(ANDROID_LOG_INFO, "MSJNI", format, ##__VA_ARGS__)
|
||||
|
||||
MSNetWork::MSNetWork(void) : session_(nullptr) {}
|
||||
|
||||
MSNetWork::~MSNetWork(void) {}
|
||||
|
||||
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.
|
||||
auto model = mindspore::lite::Model::Import(modelBuffer, bufferLen);
|
||||
if (model == nullptr) {
|
||||
MS_PRINT("Import model failed.");
|
||||
return;
|
||||
}
|
||||
|
||||
int ret = session_->CompileGraph(model);
|
||||
if (ret != mindspore::lite::RET_OK) {
|
||||
MS_PRINT("CompileGraph failed.");
|
||||
return;
|
||||
}
|
||||
}
|
||||
|
||||
int MSNetWork::ReleaseNets(void) {
|
||||
delete session_;
|
||||
return 0;
|
||||
}
|
||||
@ -0,0 +1,59 @@
|
||||
/**
|
||||
* Copyright 2020 Huawei Technologies Co., Ltd
|
||||
*
|
||||
* 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.
|
||||
*/
|
||||
|
||||
#ifndef MSNETWORK_H
|
||||
#define MSNETWORK_H
|
||||
|
||||
#include <context.h>
|
||||
#include <lite_session.h>
|
||||
#include <model.h>
|
||||
#include <errorcode.h>
|
||||
#include <cstdio>
|
||||
#include <algorithm>
|
||||
#include <fstream>
|
||||
#include <functional>
|
||||
#include <sstream>
|
||||
#include <vector>
|
||||
#include <map>
|
||||
#include <string>
|
||||
#include <memory>
|
||||
#include <utility>
|
||||
|
||||
struct ImgDims {
|
||||
int channel = 0;
|
||||
int width = 0;
|
||||
int height = 0;
|
||||
};
|
||||
|
||||
/*struct SessIterm {
|
||||
std::shared_ptr<mindspore::session::LiteSession> sess = nullptr;
|
||||
};*/
|
||||
|
||||
class MSNetWork {
|
||||
public:
|
||||
MSNetWork();
|
||||
|
||||
~MSNetWork();
|
||||
|
||||
void CreateSessionMS(char *modelBuffer, size_t bufferLen, mindspore::lite::Context *ctx);
|
||||
|
||||
int ReleaseNets(void);
|
||||
|
||||
mindspore::session::LiteSession *session() const { return session_; }
|
||||
private:
|
||||
mindspore::session::LiteSession *session_;
|
||||
};
|
||||
#endif
|
||||
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
@ -0,0 +1,200 @@
|
||||
/**
|
||||
* Copyright 2020 Huawei Technologies Co., Ltd
|
||||
*
|
||||
* 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.
|
||||
*/
|
||||
|
||||
#ifndef HIMINDSPORE_SSD_UTIL_H
|
||||
#define HIMINDSPORE_SSD_UTIL_H
|
||||
|
||||
#include <string>
|
||||
#include <vector>
|
||||
|
||||
|
||||
class SSDModelUtil {
|
||||
public:
|
||||
// Constructor.
|
||||
SSDModelUtil(int srcImageWidth, int srcImgHeight);
|
||||
|
||||
~SSDModelUtil();
|
||||
|
||||
/**
|
||||
* Return the SSD model post-processing result.
|
||||
* @param branchScores
|
||||
* @param branchBoxData
|
||||
* @return
|
||||
*/
|
||||
std::string getDecodeResult(float *branchScores, float *branchBoxData);
|
||||
|
||||
struct NormalBox {
|
||||
float y;
|
||||
float x;
|
||||
float h;
|
||||
float w;
|
||||
};
|
||||
|
||||
struct YXBoxes {
|
||||
float ymin;
|
||||
float xmin;
|
||||
float ymax;
|
||||
float xmax;
|
||||
};
|
||||
|
||||
struct Product {
|
||||
int x;
|
||||
int y;
|
||||
};
|
||||
|
||||
struct WHBox {
|
||||
float boxw;
|
||||
float boxh;
|
||||
};
|
||||
|
||||
private:
|
||||
std::vector<struct NormalBox> mDefaultBoxes;
|
||||
int inputImageHeight;
|
||||
int inputImageWidth;
|
||||
|
||||
void getDefaultBoxes();
|
||||
|
||||
void ssd_boxes_decode(const NormalBox *boxes,
|
||||
YXBoxes *const decoded_boxes,
|
||||
const float scale0 = 0.1, const float scale1 = 0.2,
|
||||
const int count = 1917);
|
||||
|
||||
void nonMaximumSuppression(const YXBoxes *const decoded_boxes, const float *const scores,
|
||||
const std::vector<int> &in_indexes, std::vector<int> *out_indexes_p,
|
||||
const float nmsThreshold = 0.6,
|
||||
const int count = 1917, const int max_results = 100);
|
||||
|
||||
double IOU(float r1[4], float r2[4]);
|
||||
|
||||
// ============= variables =============.
|
||||
struct network {
|
||||
int model_input_height = 300;
|
||||
int model_input_width = 300;
|
||||
|
||||
int num_default[6] = {3, 6, 6, 6, 6, 6};
|
||||
int feature_size[6] = {19, 10, 5, 3, 2, 1};
|
||||
double min_scale = 0.2;
|
||||
float max_scale = 0.95;
|
||||
float steps[6] = {16, 32, 64, 100, 150, 300};
|
||||
float prior_scaling[2] = {0.1, 0.2};
|
||||
float gamma = 2.0;
|
||||
float alpha = 0.75;
|
||||
int aspect_ratios[6][2] = {{2, 0},
|
||||
{2, 3},
|
||||
{2, 3},
|
||||
{2, 3},
|
||||
{2, 3},
|
||||
{2, 3}};
|
||||
} config;
|
||||
|
||||
float g_thres_map[81] = {0, 0.635, 0.627, 0.589, 0.585, 0.648, 0.664, 0.655,
|
||||
0.481, 0.529, 0.611, 0.641, 0.774, 0.549, 0.513, 0.652,
|
||||
0.552, 0.590, 0.650, 0.575, 0.583, 0.650, 0.656, 0.696,
|
||||
0.653, 0.438, 0.515, 0.459, 0.561, 0.545, 0.635, 0.540,
|
||||
0.560, 0.721, 0.544, 0.548, 0.511, 0.611, 0.592, 0.542,
|
||||
0.512, 0.635, 0.531, 0.437, 0.525, 0.445, 0.484, 0.546,
|
||||
0.490, 0.581, 0.566, 0.516, 0.445, 0.541, 0.613, 0.560,
|
||||
0.483, 0.509, 0.464, 0.543, 0.538, 0.490, 0.576, 0.617,
|
||||
0.577, 0.595, 0.640, 0.585, 0.598, 0.592, 0.514, 0.397,
|
||||
0.592, 0.504, 0.548, 0.642, 0.581, 0.497, 0.545, 0.154,
|
||||
0.580,
|
||||
};
|
||||
|
||||
std::string label_classes[81] = {
|
||||
{"background"},
|
||||
{"human"},
|
||||
{"bike"},
|
||||
{"automobile"},
|
||||
{"motorbike"},
|
||||
{"aircraft"},
|
||||
{"motorbus"},
|
||||
{"train"},
|
||||
{"motortruck"},
|
||||
{"boat"},
|
||||
{"traffic signal"},
|
||||
{"fireplug"},
|
||||
{"stop sign"},
|
||||
{"parking meter"},
|
||||
{"seat"},
|
||||
{"bird"},
|
||||
{"cat"},
|
||||
{"dog"},
|
||||
{"horse"},
|
||||
{"sheep"},
|
||||
{"cow"},
|
||||
{"elephant"},
|
||||
{"bear"},
|
||||
{"zebra"},
|
||||
{"giraffe"},
|
||||
{"knapsack"},
|
||||
{"bumbershoot"},
|
||||
{"purse"},
|
||||
{"neckwear"},
|
||||
{"traveling bag"},
|
||||
{"frisbee"},
|
||||
{"skis"},
|
||||
{"snowboard"},
|
||||
{"sports ball"},
|
||||
{"kite"},
|
||||
{"baseball bat"},
|
||||
{"baseball glove"},
|
||||
{"skateboard"},
|
||||
{"surfboard"},
|
||||
{"tennis racket"},
|
||||
{"bottle"},
|
||||
{"wine glass"},
|
||||
{"cup"},
|
||||
{"fork"},
|
||||
{"knife"},
|
||||
{"spoon"},
|
||||
{"bowl"},
|
||||
{"banana"},
|
||||
{"apple"},
|
||||
{"sandwich"},
|
||||
{"orange"},
|
||||
{"broccoli"},
|
||||
{"carrot"},
|
||||
{"hot dog"},
|
||||
{"pizza"},
|
||||
{"donut"},
|
||||
{"cake"},
|
||||
{"chair"},
|
||||
{"couch"},
|
||||
{"houseplant"},
|
||||
{"bed"},
|
||||
{"dinner table"},
|
||||
{"toilet"},
|
||||
{"television"},
|
||||
{"notebook computer"},
|
||||
{"mouse"},
|
||||
{"remote"},
|
||||
{"keyboard"},
|
||||
{"smartphone"},
|
||||
{"microwave"},
|
||||
{"oven"},
|
||||
{"toaster"},
|
||||
{"water sink"},
|
||||
{"fridge"},
|
||||
{"book"},
|
||||
{"bell"},
|
||||
{"vase"},
|
||||
{"shears"},
|
||||
{"toy bear"},
|
||||
{"hair drier"},
|
||||
{"toothbrush"}
|
||||
};
|
||||
};
|
||||
#endif
|
||||
@ -0,0 +1,90 @@
|
||||
package com.mindspore.himindspore;
|
||||
|
||||
import android.Manifest;
|
||||
import android.content.Intent;
|
||||
import android.net.Uri;
|
||||
import android.os.Bundle;
|
||||
import android.view.View;
|
||||
import android.widget.Button;
|
||||
|
||||
import androidx.annotation.NonNull;
|
||||
import androidx.appcompat.app.AppCompatActivity;
|
||||
import androidx.core.app.ActivityCompat;
|
||||
|
||||
import com.mindspore.himindspore.imageclassification.ui.ImageCameraActivity;
|
||||
import com.mindspore.himindspore.imageclassification.ui.ImageMainActivity;
|
||||
import com.mindspore.himindspore.objectdetection.ui.ObjectDetectionMainActivity;
|
||||
|
||||
public class SplashActivity extends AppCompatActivity implements View.OnClickListener {
|
||||
|
||||
private static final int REQUEST_PERMISSION = 1;
|
||||
|
||||
private Button btnImage, btnObject, btnContract,btnAdvice;
|
||||
private boolean isHasPermssion;
|
||||
|
||||
private static final String CODE_URL ="https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/lite";
|
||||
private static final String HELP_URL ="https://github.com/mindspore-ai/mindspore/issues";
|
||||
|
||||
@Override
|
||||
protected void onCreate(Bundle savedInstanceState) {
|
||||
super.onCreate(savedInstanceState);
|
||||
setContentView(R.layout.activity_splash);
|
||||
|
||||
btnImage = findViewById(R.id.btn_image);
|
||||
btnObject = findViewById(R.id.btn_object);
|
||||
btnContract = findViewById(R.id.btn_contact);
|
||||
btnAdvice = findViewById(R.id.btn_advice);
|
||||
|
||||
btnImage.setOnClickListener(this);
|
||||
btnObject.setOnClickListener(this);
|
||||
btnContract.setOnClickListener(this);
|
||||
btnAdvice.setOnClickListener(this);
|
||||
|
||||
requestPermissions();
|
||||
}
|
||||
|
||||
private void requestPermissions() {
|
||||
ActivityCompat.requestPermissions(this,
|
||||
new String[]{Manifest.permission.READ_EXTERNAL_STORAGE, Manifest.permission.WRITE_EXTERNAL_STORAGE,
|
||||
Manifest.permission.READ_PHONE_STATE, Manifest.permission.CAMERA}, REQUEST_PERMISSION);
|
||||
}
|
||||
|
||||
/**
|
||||
* 权限申请结果回调
|
||||
*/
|
||||
@Override
|
||||
public void onRequestPermissionsResult(int requestCode, @NonNull String[] permissions, @NonNull int[] grantResults) {
|
||||
if (REQUEST_PERMISSION == requestCode) {
|
||||
isHasPermssion = true;
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public void onClick(View view) {
|
||||
if (R.id.btn_image == view.getId()) {
|
||||
if (isHasPermssion) {
|
||||
startActivity(new Intent(SplashActivity.this, ImageMainActivity.class));
|
||||
} else {
|
||||
requestPermissions();
|
||||
}
|
||||
} else if (R.id.btn_object == view.getId()) {
|
||||
if (isHasPermssion) {
|
||||
startActivity(new Intent(SplashActivity.this, ObjectDetectionMainActivity.class));
|
||||
} else {
|
||||
requestPermissions();
|
||||
}
|
||||
} else if (R.id.btn_contact == view.getId()) {
|
||||
openBrowser(CODE_URL);
|
||||
}else if (R.id.btn_advice == view.getId()) {
|
||||
openBrowser(HELP_URL);
|
||||
}
|
||||
}
|
||||
|
||||
public void openBrowser(String url) {
|
||||
Intent intent = new Intent();
|
||||
intent.setAction("android.intent.action.VIEW");
|
||||
Uri uri = Uri.parse(url.trim());
|
||||
intent.setData(uri);
|
||||
startActivity(intent);
|
||||
}
|
||||
}
|
||||
File diff suppressed because it is too large
Load Diff
@ -0,0 +1,55 @@
|
||||
package com.mindspore.himindspore.contract;
|
||||
|
||||
import android.os.Bundle;
|
||||
import android.text.TextUtils;
|
||||
import android.view.View;
|
||||
import android.widget.Button;
|
||||
import android.widget.EditText;
|
||||
import android.widget.Toast;
|
||||
|
||||
import androidx.appcompat.app.AppCompatActivity;
|
||||
|
||||
import com.mindspore.himindspore.R;
|
||||
|
||||
import java.util.regex.Matcher;
|
||||
import java.util.regex.Pattern;
|
||||
|
||||
public class ContractActivity extends AppCompatActivity implements View.OnClickListener {
|
||||
|
||||
private EditText emailEdit;
|
||||
private Button submitBtn;
|
||||
|
||||
@Override
|
||||
protected void onCreate(Bundle savedInstanceState) {
|
||||
super.onCreate(savedInstanceState);
|
||||
setContentView(R.layout.activity_contract);
|
||||
|
||||
emailEdit = findViewById(R.id.emailEditText);
|
||||
submitBtn = findViewById(R.id.submitBtn);
|
||||
submitBtn.setOnClickListener(this);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void onClick(View view) {
|
||||
|
||||
if (R.id.submitBtn == view.getId()) {
|
||||
String email = emailEdit.getText().toString();
|
||||
if (TextUtils.isEmpty(email)) {
|
||||
Toast.makeText(ContractActivity.this,"Please input your email!",Toast.LENGTH_LONG).show();
|
||||
return;
|
||||
}
|
||||
if (isEmailFormat(email)){
|
||||
|
||||
}else{
|
||||
Toast.makeText(ContractActivity.this,"The email address you enterd is not in the correct format",Toast.LENGTH_LONG).show();
|
||||
return;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private boolean isEmailFormat(String emailAdd) {
|
||||
Pattern p = Pattern.compile("^([a-zA-Z0-9_-])+@([a-zA-Z0-9_-])+(\\.([a-zA-Z0-9_-])+)+$");
|
||||
Matcher m = p.matcher(emailAdd);
|
||||
return m.matches();
|
||||
}
|
||||
}
|
||||
@ -0,0 +1,109 @@
|
||||
package com.mindspore.himindspore.contract.email;
|
||||
|
||||
import java.util.Properties;
|
||||
|
||||
public class MailInfo {
|
||||
|
||||
private String mailServerHost;// 发送邮件的服务器的IP
|
||||
private String mailServerPort;// 发送邮件的服务器的端口
|
||||
private String fromAddress;// 邮件发送者的地址
|
||||
private String toAddress; // 邮件接收者的地址
|
||||
private String userName;// 登陆邮件发送服务器的用户名
|
||||
private String password;// 登陆邮件发送服务器的密码
|
||||
private boolean validate = true;// 是否需要身份验证
|
||||
private String subject;// 邮件主题
|
||||
private String content;// 邮件的文本内容
|
||||
private String[] attachFileNames;// 邮件附件的文件名
|
||||
|
||||
/**
|
||||
* 获得邮件会话属性
|
||||
*/
|
||||
public Properties getProperties() {
|
||||
Properties p = new Properties();
|
||||
p.put("mail.smtp.host", this.mailServerHost);
|
||||
p.put("mail.smtp.port", this.mailServerPort);
|
||||
p.put("mail.smtp.auth", validate ? "true" : "false");
|
||||
return p;
|
||||
}
|
||||
|
||||
public String getMailServerHost() {
|
||||
return mailServerHost;
|
||||
}
|
||||
|
||||
public void setMailServerHost(String mailServerHost) {
|
||||
this.mailServerHost = mailServerHost;
|
||||
}
|
||||
|
||||
public String getMailServerPort() {
|
||||
return mailServerPort;
|
||||
}
|
||||
|
||||
public void setMailServerPort(String mailServerPort) {
|
||||
this.mailServerPort = mailServerPort;
|
||||
}
|
||||
|
||||
public boolean isValidate() {
|
||||
return validate;
|
||||
}
|
||||
|
||||
public void setValidate(boolean validate) {
|
||||
this.validate = validate;
|
||||
}
|
||||
|
||||
public String[] getAttachFileNames() {
|
||||
return attachFileNames;
|
||||
}
|
||||
|
||||
public void setAttachFileNames(String[] fileNames) {
|
||||
this.attachFileNames = fileNames;
|
||||
}
|
||||
|
||||
public String getFromAddress() {
|
||||
return fromAddress;
|
||||
}
|
||||
|
||||
public void setFromAddress(String fromAddress) {
|
||||
this.fromAddress = fromAddress;
|
||||
}
|
||||
|
||||
public String getPassword() {
|
||||
return password;
|
||||
}
|
||||
|
||||
public void setPassword(String password) {
|
||||
this.password = password;
|
||||
}
|
||||
|
||||
public String getToAddress() {
|
||||
return toAddress;
|
||||
}
|
||||
|
||||
public void setToAddress(String toAddress) {
|
||||
this.toAddress = toAddress;
|
||||
}
|
||||
|
||||
public String getUserName() {
|
||||
return userName;
|
||||
}
|
||||
|
||||
public void setUserName(String userName) {
|
||||
this.userName = userName;
|
||||
}
|
||||
|
||||
public String getSubject() {
|
||||
return subject;
|
||||
}
|
||||
|
||||
public void setSubject(String subject) {
|
||||
this.subject = subject;
|
||||
}
|
||||
|
||||
public String getContent() {
|
||||
return content;
|
||||
}
|
||||
|
||||
public void setContent(String textContent) {
|
||||
this.content = textContent;
|
||||
}
|
||||
|
||||
}
|
||||
@ -0,0 +1,21 @@
|
||||
package com.mindspore.himindspore.contract.email;
|
||||
|
||||
import javax.mail.Authenticator;
|
||||
import javax.mail.PasswordAuthentication;
|
||||
|
||||
public class MyAuthenticator extends Authenticator {
|
||||
String userName = null;
|
||||
String password = null;
|
||||
|
||||
public MyAuthenticator() {
|
||||
}
|
||||
|
||||
public MyAuthenticator(String username, String password) {
|
||||
this.userName = username;
|
||||
this.password = password;
|
||||
}
|
||||
|
||||
protected PasswordAuthentication getPasswordAuthentication() {
|
||||
return new PasswordAuthentication(userName, password);
|
||||
}
|
||||
}
|
||||
@ -0,0 +1,51 @@
|
||||
package com.mindspore.himindspore.contract.email;
|
||||
|
||||
import androidx.annotation.NonNull;
|
||||
|
||||
import java.io.File;
|
||||
|
||||
public class SendMailUtil {
|
||||
|
||||
public static void send(final File file, String toAdd) {
|
||||
final MailInfo mailInfo = creatMail(toAdd);
|
||||
final MailSender sms = new MailSender();
|
||||
new Thread(new Runnable() {
|
||||
@Override
|
||||
public void run() {
|
||||
sms.sendFileMail(mailInfo, file);
|
||||
}
|
||||
}).start();
|
||||
}
|
||||
|
||||
public static void send(String toAdd) {
|
||||
final MailInfo mailInfo = creatMail(toAdd);
|
||||
final MailSender sms = new MailSender();
|
||||
new Thread(new Runnable() {
|
||||
@Override
|
||||
public void run() {
|
||||
sms.sendTextMail(mailInfo);
|
||||
}
|
||||
}).start();
|
||||
}
|
||||
|
||||
@NonNull
|
||||
private static MailInfo creatMail(String toAdd) {
|
||||
|
||||
// String HOST = ShareUtils.getString(MyApplication.getInstance(), "HOST", "");
|
||||
// String PORT = ShareUtils.getString(MyApplication.getInstance(), "PORT", "");
|
||||
// String FROM_ADD = ShareUtils.getString(MyApplication.getInstance(), "FROM_ADD", "");
|
||||
// String FROM_PSW = ShareUtils.getString(MyApplication.getInstance(), "FROM_PSW", "");
|
||||
final MailInfo mailInfo = new MailInfo();
|
||||
// mailInfo.setMailServerHost(HOST);//发送方邮箱服务器
|
||||
// mailInfo.setMailServerPort(PORT);//发送方邮箱端口号
|
||||
// mailInfo.setValidate(true);
|
||||
// mailInfo.setUserName(FROM_ADD); // 发送者邮箱地址
|
||||
// mailInfo.setPassword(FROM_PSW);// 发送者邮箱授权码
|
||||
// mailInfo.setFromAddress(FROM_ADD); // 发送者邮箱
|
||||
// mailInfo.setToAddress(toAdd); // 接收者邮箱
|
||||
// mailInfo.setSubject("Android应用测试"); // 邮件主题
|
||||
// mailInfo.setContent("哈哈"); // 邮件文本
|
||||
return mailInfo;
|
||||
}
|
||||
|
||||
}
|
||||
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Reference in new issue