!9626 [MS][LITE]add scene detection android demo

From: @sishuikang
Reviewed-by: @zhanghaibo5,@zhang_xue_tong
Signed-off-by: @zhanghaibo5,@zhang_xue_tong
pull/9626/MERGE
mindspore-ci-bot 4 years ago committed by Gitee
commit 36b4d93ad7

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# MindSpore
build/
mindspore/lib
app/src/main/assets/model/
app/src/main/cpp/mindspore-lite-*
output
*.ir
mindspore/ccsrc/schema/inner/*
# Cmake files
CMakeFiles/
cmake_install.cmake
CMakeCache.txt
Makefile
cmake-build-debug
# Dynamic libraries
*.so
*.so.*
*.dylib
# Static libraries
*.la
*.lai
*.a
*.lib
# Protocol buffers
*_pb2.py
*.pb.h
*.pb.cc
# Object files
*.o
# Editor
.vscode
.idea/
# Cquery
.cquery_cached_index/
compile_commands.json
# Ctags and cscope
tags
TAGS
CTAGS
GTAGS
GRTAGS
GSYMS
GPATH
cscope.*
# Python files
*__pycache__*
.pytest_cache
# Mac files
*.DS_Store
# Test results
test_temp_summary_event_file/
*.dot
*.dat
*.svg
*.perf
*.info
*.ckpt
*.shp
*.pkl
.clangd
mindspore/version.py
mindspore/default_config.py
mindspore/.commit_id
onnx.proto
mindspore/ccsrc/onnx.proto
# Android
local.properties
.gradle
sdk/build
sdk/.cxx
app/.cxx

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# For more information about using CMake with Android Studio, read the
# documentation: https://d.android.com/studio/projects/add-native-code.html
# Sets the minimum version of CMake required to build the native library.
cmake_minimum_required(VERSION 3.4.1)
set(CMAKE_VERBOSE_MAKEFILE on)
set(CMAKE_LIBRARY_OUTPUT_DIRECTORY ${CMAKE_SOURCE_DIR}/libs/${ANDROID_ABI})
set(MINDSPORELITE_VERSION mindspore-lite-1.0.1-runtime-arm64-cpu)
# ============== Set MindSpore Dependencies. =============
include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp)
include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/third_party/flatbuffers/include)
include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION})
include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/include)
include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/include/ir/dtype)
include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/include/schema)
include_directories(${CMAKE_SOURCE_DIR}/src/main/cpp/${MINDSPORELITE_VERSION}/minddata/include)
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}/minddata/lib/libminddata-lite.so)
# --------------- MindSpore Lite set End. --------------------
# Creates and names a library, sets it as either STATIC
# or SHARED, and provides the relative paths to its source code.
# You can define multiple libraries, and CMake builds them for you.
# Gradle automatically packages shared libraries with your APK.
file(GLOB_RECURSE cpp_src "src/main/cpp/*.cpp" "src/main/cpp/*.h")
add_library( # Sets the name of the library.
mlkit-label-MS
# Sets the library as a shared library.
SHARED
# Provides a relative path to your source file(s).
${cpp_src})
# Searches for a specified prebuilt library and stores the path as a
# variable. Because CMake includes system libraries in the search path by
# default, you only need to specify the name of the public NDK library
# you want to add. CMake verifies that the library exists before
# completing its build.
find_library( # Sets the name of the path variable.
log-lib
# Specifies the name of the NDK library that
# you want CMake to locate.
log)
find_library(jnigraphics-lib jnig·raphics)
# Specifies libraries CMake should link to your target library. You
# can link multiple libraries, such as libraries you define in this
# build script, prebuilt third-party libraries, or system libraries.
add_definitions(-DMNN_USE_LOGCAT)
target_link_libraries( # Specifies the target library.
mlkit-label-MS
# --- mindspore ---
minddata-lite
mindspore-lite
# --- other dependencies.---
-ljnigraphics
android
# Links the target library to the log library
${log-lib}
)

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apply plugin: 'com.android.application'
android {
compileSdkVersion 30
buildToolsVersion "30.0.1"
defaultConfig {
applicationId "com.mindspore.scene"
minSdkVersion 21
targetSdkVersion 30
versionCode 1
versionName "1.0.0"
testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner"
externalNativeBuild {
cmake {
arguments "-DANDROID_STL=c++_shared"
cppFlags ""
}
}
ndk {
abiFilters 'arm64-v8a'
}
}
aaptOptions {
noCompress '.so', 'ms'
}
buildTypes {
release {
minifyEnabled false
proguardFiles getDefaultProguardFile('proguard-android-optimize.txt'), 'proguard-rules.pro'
}
customDebugType {
debuggable true
}
}
externalNativeBuild {
cmake {
path file('CMakeLists.txt')
}
}
ndkVersion '21.3.6528147'
sourceSets {
main {
jniLibs.srcDirs = ['libs']
}
}
packagingOptions {
pickFirst 'lib/arm64-v8a/libmlkit-label-MS.so'
}
}
// Before gradle build.
// To download some necessary libraries.
apply from: 'download.gradle'
dependencies {
implementation fileTree(dir: "libs", include: ["*.jar"])
implementation 'androidx.appcompat:appcompat:1.1.0'
implementation 'androidx.constraintlayout:constraintlayout:1.1.3'
testImplementation 'junit:junit:4.12'
androidTestImplementation 'androidx.test.ext:junit:1.1.1'
androidTestImplementation 'androidx.test.espresso:espresso-core:3.2.0'
implementation 'com.google.android.material:material:1.0.0'
androidTestImplementation 'com.android.support.test:rules:1.0.2'
androidTestImplementation 'com.google.truth:truth:1.0.1'
}

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/**
* To download necessary library from HuaWei server.
* Including mindspore-lite .so file, minddata-lite .so file and model file.
* The libraries can be downloaded manually.
*/
def targetMindSporeInclude = "src/main/cpp/"
def mindsporeLite_Version = "mindspore-lite-1.0.1-runtime-arm64-cpu"
def targetModelFile = "src/main/assets/model/mobilenetv2.ms"
def mindSporeLibrary_arm64 = "src/main/cpp/${mindsporeLite_Version}.tar.gz"
def modelDownloadUrl = "https://download.mindspore.cn/model_zoo/official/lite/mobilenetv2_openimage_lite/mobilenetv2.ms"
def mindsporeLiteDownloadUrl = "https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.0.1/lite/android_aarch64/${mindsporeLite_Version}.tar.gz"
def cleantargetMindSporeInclude = "src/main/cpp"
task cleanCmakeCache(type: Delete) {
delete '.cxx/cmake/debug'
delete '.cxx/cmake/release'
}
task downloadModelFile(type: DownloadUrlTask) {
doFirst {
println "Downloading ${modelDownloadUrl}"
}
sourceUrl = "${modelDownloadUrl}"
target = file("${targetModelFile}")
}
task downloadMindSporeLibrary(type: DownloadUrlTask) {
doFirst {
println "Downloading ${mindsporeLiteDownloadUrl}"
}
sourceUrl = "${mindsporeLiteDownloadUrl}"
target = file("${mindSporeLibrary_arm64}")
}
task unzipMindSporeInclude(type: Copy, dependsOn: 'downloadMindSporeLibrary') {
doFirst {
println "Unzipping ${mindSporeLibrary_arm64}"
}
from tarTree(resources.gzip("${mindSporeLibrary_arm64}"))
into "${targetMindSporeInclude}"
}
task cleanUnusedmindsporeFiles(type: Delete, dependsOn: ['unzipMindSporeInclude']) {
delete fileTree("${cleantargetMindSporeInclude}").matching {
include "*.tar.gz"
}
}
/*
* Using preBuild to download mindspore library and model file.
* Run before gradle build.
*/
if (file("src/main/cpp/${mindsporeLite_Version}/lib/libmindspore-lite.so").exists()) {
downloadMindSporeLibrary.enabled = false
unzipMindSporeInclude.enabled = false
cleanUnusedmindsporeFiles.enabled = false
}
if (file("src/main/assets/model/mobilenetv2.ms").exists()) {
downloadModelFile.enabled = false
}
preBuild.dependsOn cleanCmakeCache
preBuild.dependsOn downloadModelFile
preBuild.dependsOn downloadMindSporeLibrary
preBuild.dependsOn unzipMindSporeInclude
preBuild.dependsOn cleanUnusedmindsporeFiles
class DownloadUrlTask extends DefaultTask {
@Input
String sourceUrl
@OutputFile
File target
@TaskAction
void download() {
ant.get(src: sourceUrl, dest: target)
}
}

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# Add project specific ProGuard rules here.
# You can control the set of applied configuration files using the
# proguardFiles setting in build.gradle.
#
# For more details, see
# http://developer.android.com/guide/developing/tools/proguard.html
# If your project uses WebView with JS, uncomment the following
# and specify the fully qualified class name to the JavaScript interface
# class:
#-keepclassmembers class fqcn.of.javascript.interface.for.webview {
# public *;
#}
# Uncomment this to preserve the line number information for
# debugging stack traces.
#-keepattributes SourceFile,LineNumberTable
# If you keep the line number information, uncomment this to
# hide the original source file name.
#-renamesourcefileattribute SourceFile

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<?xml version="1.0" encoding="utf-8"?>
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
package="com.mindspore.scene"
android:versionCode="1"
android:versionName="1.0">
<uses-permission android:name="android.permission.CAMERA" />
<uses-permission android:name="android.permission.WRITE_INTERNAL_STORAGE" />
<uses-permission android:name="android.permission.READ_INTERNAL_STORAGE" />
<uses-permission android:name="android.permission.READ_EXTERNAL_STORAGE" />
<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE" />
<uses-permission android:name="android.permission.MOUNT_UNMOUNT_FILESYSTEM" />
<uses-permission android:name="android.permission.READ_PHONE_STATE" />
<application
android:allowBackup="true"
android:icon="@mipmap/ic_launcher"
android:label="@string/app_name"
android:roundIcon="@mipmap/ic_launcher_round"
android:supportsRtl="true"
android:theme="@style/AppTheme">
<activity
android:name="com.mindspore.scene.widget.CameraActivity"
android:screenOrientation="portrait">
<intent-filter>
<action android:name="android.intent.action.MAIN" />
<category android:name="android.intent.category.LAUNCHER" />
</intent-filter>
</activity>
</application>
</manifest>

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/**
* 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>
#include "include/errorcode.h"
#define MS_PRINT(format, ...) __android_log_print(ANDROID_LOG_INFO, "MSJNI", format, ##__VA_ARGS__)
MSNetWork::MSNetWork(void) : session_(nullptr), model_(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.
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;
}
}
void MSNetWork::ReleaseNets(void) {
if (model_ != nullptr) {
model_->Free();
delete model_;
model_ = nullptr;
}
if (session_ != nullptr) {
delete session_;
session_ = nullptr;
}
}

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/**
* 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;
};
class MSNetWork {
public:
MSNetWork();
~MSNetWork();
void CreateSessionMS(char *modelBuffer, size_t bufferLen, mindspore::lite::Context *ctx);
void ReleaseNets(void);
mindspore::session::LiteSession *session() const { return session_; }
private:
mindspore::session::LiteSession *session_;
mindspore::lite::Model *model_;
};
#endif

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/**
* 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 MINDSPORE_JNI_HMS_DEBUG_MINDSPORENETNATIVE_H
#define MINDSPORE_JNI_HMS_DEBUG_MINDSPORENETNATIVE_H
#endif // MINDSPORE_JNI_HMS_DEBUG_MINDSPORENETNATIVE_H

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/**
* Copyright 2020 Huawei Technologies Co., Ltd
* <p>
* 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
* <p>
* http://www.apache.org/licenses/LICENSE-2.0
* <p>
* 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.
*/
package com.mindspore.scene.gallery.classify;
import android.util.Size;
import java.util.Comparator;
/**
* Data comparator.
*/
public class CompareSizesByArea implements Comparator<Size> {
@Override
public int compare(Size lhs, Size rhs) {
// We cast here to ensure the multiplications won't overflow
return Long.signum((long) lhs.getWidth() * lhs.getHeight() - (long) rhs.getWidth() * rhs.getHeight());
}
}

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/**
* Copyright 2020 Huawei Technologies Co., Ltd
* <p>
* 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
* <p>
* http://www.apache.org/licenses/LICENSE-2.0
* <p>
* 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.
*/
package com.mindspore.scene.gallery.classify;
public class RecognitionObjectBean {
private String name;
private float score;
public RecognitionObjectBean(String name, float score) {
this.name = name;
this.score = score;
}
public String getName() {
return name;
}
public void setName(String name) {
this.name = name;
}
public float getScore() {
return score;
}
public void setScore(float score) {
this.score = score;
}
}

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/**
* Copyright 2020 Huawei Technologies Co., Ltd
* <p>
* 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
* <p>
* http://www.apache.org/licenses/LICENSE-2.0
* <p>
* 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.
*/
package com.mindspore.scene.gallery.classify;
import android.content.Context;
import android.graphics.Bitmap;
import android.util.Log;
import java.io.InputStream;
import java.nio.ByteBuffer;
/**
* Call the MindSpore interface API in the Java layer.
*/
public class TrackingMobile {
private final static String TAG = "TrackingMobile";
static {
try {
System.loadLibrary("mlkit-label-MS");
Log.i(TAG, "load libiMindSpore.so successfully.");
} catch (UnsatisfiedLinkError e) {
Log.e(TAG, "UnsatisfiedLinkError " + e.getMessage());
}
}
// The address of the running inference environment.
private long netEnv = 0;
private final Context mActivity;
public TrackingMobile(Context activity) {
this.mActivity = activity;
}
/**
* JNI load model and also create model inference environment.
*
* @param modelBuffer Model buffer.
* @param numThread The num of thread.
* @return MindSpore Inference environment address.
*/
public native long loadModel(ByteBuffer modelBuffer, int numThread);
/**
* Running model.
*
* @param netEnv Inference environment address.
* @param img A picture to be inferred.
* @return Inference result
*/
public native String runNet(long netEnv, Bitmap img);
/**
* Unbind model data.
*
* @param netEnv Inference environment address.
* @return Unbound state.
*/
public native boolean unloadModel(long netEnv);
/**
* The C++ side is encapsulated into a method of the MSNetWorks class
*
* @param modelPath Model file location
* @return Load model file status
*/
public boolean loadModelFromBuf(String modelPath) {
ByteBuffer buffer = loadModelFile(modelPath);
netEnv = loadModel(buffer, 2); //numThread's default setting is 2.
if (netEnv == 0) { // Loading model failed.
return false;
}
return true;
}
/**
* Run MindSpore inference.
*/
public String MindSpore_runnet(Bitmap img) {
String ret_str = runNet(netEnv, img);
return ret_str;
}
/**
* Unload model.
* @return true
*/
public boolean unloadModel() {
unloadModel(netEnv);
return true;
}
/**
* Load model file stream.
* @param modelPath Model file path.
* @return Model ByteBuffer.
*/
public ByteBuffer loadModelFile(String modelPath) {
InputStream is = null;
try {
is = mActivity.getAssets().open(modelPath);
byte[] bytes = new byte[is.available()];
is.read(bytes);
return ByteBuffer.allocateDirect(bytes.length).put(bytes);
} catch (Exception e) {
Log.d("loadModelFile", " Exception occur. ");
Log.e(TAG, Log.getStackTraceString(e));
}
return null;
}
}

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/**
* Copyright 2020 Huawei Technologies Co., Ltd
* <p>
* 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
* <p>
* http://www.apache.org/licenses/LICENSE-2.0
* <p>
* 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.
*/
package com.mindspore.scene.widget;
import android.content.Context;
import android.util.AttributeSet;
import android.view.TextureView;
public class AutoFitTextureView extends TextureView {
private int mRatioWidth = 0;
private int mRatioHeight = 0;
public AutoFitTextureView(Context context) {
this(context, null);
}
public AutoFitTextureView(Context context, AttributeSet attrs) {
this(context, attrs, 0);
}
public AutoFitTextureView(Context context, AttributeSet attrs, int defStyle) {
super(context, attrs, defStyle);
}
/**
* Sets the aspect ratio for this view. The size of the view will be measured based on the ratio
* calculated from the parameters. Note that the actual sizes of parameters don't matter, that
* is, calling setAspectRatio(2, 3) and setAspectRatio(4, 6) make the same result.
*
* @param width Relative horizontal size
* @param height Relative vertical size
*/
public void setAspectRatio(int width, int height) {
if (width < 0 || height < 0) {
throw new IllegalArgumentException("Size cannot be negative.");
}
mRatioWidth = width;
mRatioHeight = height;
requestLayout();
}
@Override
protected void onMeasure(int widthMeasureSpec, int heightMeasureSpec) {
super.onMeasure(widthMeasureSpec, heightMeasureSpec);
int width = MeasureSpec.getSize(widthMeasureSpec);
int height = MeasureSpec.getSize(heightMeasureSpec);
if (0 == mRatioWidth || 0 == mRatioHeight) {
setMeasuredDimension(width, height);
} else {
if (width > height * mRatioWidth / mRatioHeight) {
setMeasuredDimension(width, width * mRatioHeight / mRatioWidth);
} else {
setMeasuredDimension(height * mRatioWidth / mRatioHeight, height);
}
}
}
}

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/**
* Copyright 2020 Huawei Technologies Co., Ltd
* <p>
* 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
* <p>
* http://www.apache.org/licenses/LICENSE-2.0
* <p>
* 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.
*/
package com.mindspore.scene.widget;
import android.Manifest;
import android.content.pm.PackageManager;
import android.graphics.Color;
import android.os.Build;
import android.os.Bundle;
import android.util.Log;
import android.view.Gravity;
import android.view.View;
import android.view.ViewGroup;
import android.view.WindowManager;
import android.widget.LinearLayout;
import android.widget.TextView;
import android.widget.Toast;
import androidx.annotation.UiThread;
import androidx.appcompat.app.AppCompatActivity;
import com.mindspore.scene.R;
import com.mindspore.scene.gallery.classify.RecognitionObjectBean;
/**
* The main interface of camera preview.
* Using Camera 2 API.
*/
public class CameraActivity extends AppCompatActivity {
private static final String TAG = "CameraActivity";
private static final String BUNDLE_FRAGMENTS_KEY = "android:support:fragments";
private static final int PERMISSIONS_REQUEST = 1;
private static final String PERMISSION_CAMERA = Manifest.permission.CAMERA;
private LinearLayout bottomLayout;
private RecognitionObjectBean recognitionObjectBean;
@Override
protected void onCreate(final Bundle savedInstanceState) {
Log.d(TAG, "onCreate");
if (savedInstanceState != null && this.clearFragmentsTag()) {
// Clear the state of the fragment when rebuilding.
savedInstanceState.remove(BUNDLE_FRAGMENTS_KEY);
}
super.onCreate(null);
getWindow().addFlags(WindowManager.LayoutParams.FLAG_KEEP_SCREEN_ON);
setContentView(R.layout.activity_camera);
if (hasPermission()) {
setFragment();
} else {
requestPermission();
}
bottomLayout = findViewById(R.id.layout_bottom_content);
}
@Override
public void onRequestPermissionsResult(final int requestCode, final String[] permissions,
final int[] grantResults) {
super.onRequestPermissionsResult(requestCode, permissions, grantResults);
if (requestCode == PERMISSIONS_REQUEST) {
if (allPermissionsGranted(grantResults)) {
setFragment();
} else {
requestPermission();
}
}
}
private static boolean allPermissionsGranted(final int[] grantResults) {
for (int result : grantResults) {
if (result != PackageManager.PERMISSION_GRANTED) {
return false;
}
}
return true;
}
private boolean hasPermission() {
if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.M) {
return checkSelfPermission(PERMISSION_CAMERA) == PackageManager.PERMISSION_GRANTED;
} else {
return true;
}
}
private void requestPermission() {
if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.M) {
if (shouldShowRequestPermissionRationale(PERMISSION_CAMERA)) {
Toast.makeText(CameraActivity.this, "Camera permission is required for this demo", Toast.LENGTH_LONG)
.show();
}
requestPermissions(new String[]{PERMISSION_CAMERA}, PERMISSIONS_REQUEST);
}
}
protected void setFragment() {
CameraFragment cameraFragment = CameraFragment.newInstance(new CameraFragment.RecognitionDataCallBack() {
@Override
public void onRecognitionDataCallBack(String result, final String time) {
dealRecognitionData(result, time);
}
});
getSupportFragmentManager().beginTransaction()
.replace(R.id.container, cameraFragment)
.commitAllowingStateLoss();
}
private void dealRecognitionData(String result, final String time) {
if (!result.equals("") && result.contains(":")) {
String[] resultArray = result.split(":");
recognitionObjectBean = new RecognitionObjectBean(resultArray[0], Float.valueOf(resultArray[1]));
}
runOnUiThread(new Runnable() {
@Override
public void run() {
showResultsInBottomSheet(time);
}
});
}
@UiThread
protected void showResultsInBottomSheet(String time) {
bottomLayout.removeAllViews();
if (recognitionObjectBean != null) {
HorTextView horTextView = new HorTextView(this);
horTextView.setLeftTitle(recognitionObjectBean.getName() + ":");
horTextView.setRightContent(String.format("%.2f", (100 * recognitionObjectBean.getScore())) + "%");
horTextView.setBottomLineVisible(View.VISIBLE);
bottomLayout.addView(horTextView);
HorTextView horTimeView = new HorTextView(this);
horTimeView.setLeftTitle("Inference Time");
horTimeView.setRightContent(time);
horTimeView.setBottomLineVisible(View.INVISIBLE);
bottomLayout.addView(horTimeView);
} else {
TextView textView = new TextView(this);
textView.setLayoutParams(new LinearLayout.LayoutParams(ViewGroup.LayoutParams.MATCH_PARENT, ViewGroup.LayoutParams.WRAP_CONTENT));
textView.setText("Keep moving.");
textView.setGravity(Gravity.CENTER);
textView.setTextColor(Color.BLACK);
textView.setTextSize(30);
bottomLayout.addView(textView);
}
}
@Override
protected void onSaveInstanceState(Bundle outState) {
super.onSaveInstanceState(outState);
if (outState != null && this.clearFragmentsTag()) {
outState.remove(BUNDLE_FRAGMENTS_KEY);
}
}
protected boolean clearFragmentsTag() {
return true;
}
}

@ -0,0 +1,62 @@
/**
* Copyright 2020 Huawei Technologies Co., Ltd
* <p>
* 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
* <p>
* http://www.apache.org/licenses/LICENSE-2.0
* <p>
* 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.
*/
package com.mindspore.scene.widget;
import android.content.Context;
import android.util.AttributeSet;
import android.view.LayoutInflater;
import android.view.View;
import android.widget.LinearLayout;
import android.widget.TextView;
import androidx.annotation.Nullable;
import com.mindspore.scene.R;
public class HorTextView extends LinearLayout {
private TextView tvLeftTitle, tvRightContent;
private View viewBottomLine;
public HorTextView(Context context) {
this(context, null);
}
public HorTextView(Context context, @Nullable AttributeSet attrs) {
this(context, attrs, 0);
}
public HorTextView(Context context, @Nullable AttributeSet attrs, int defStyleAttr) {
super(context, attrs, defStyleAttr);
LayoutInflater.from(context).inflate(R.layout.layout_hor_text_view, this);
tvLeftTitle = findViewById(R.id.tv_left_title);
tvRightContent = findViewById(R.id.tv_right_content);
viewBottomLine = findViewById(R.id.view_bottom_line);
}
public void setLeftTitle(String title) {
tvLeftTitle.setText(title);
}
public void setRightContent(String content) {
tvRightContent.setText(content);
}
public void setBottomLineVisible(int isVisible) {
viewBottomLine.setVisibility(isVisible);
}
}

@ -0,0 +1,30 @@
<vector xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:aapt="http://schemas.android.com/aapt"
android:width="108dp"
android:height="108dp"
android:viewportWidth="108"
android:viewportHeight="108">
<path android:pathData="M31,63.928c0,0 6.4,-11 12.1,-13.1c7.2,-2.6 26,-1.4 26,-1.4l38.1,38.1L107,108.928l-32,-1L31,63.928z">
<aapt:attr name="android:fillColor">
<gradient
android:endX="85.84757"
android:endY="92.4963"
android:startX="42.9492"
android:startY="49.59793"
android:type="linear">
<item
android:color="#44000000"
android:offset="0.0" />
<item
android:color="#00000000"
android:offset="1.0" />
</gradient>
</aapt:attr>
</path>
<path
android:fillColor="#FFFFFF"
android:fillType="nonZero"
android:pathData="M65.3,45.828l3.8,-6.6c0.2,-0.4 0.1,-0.9 -0.3,-1.1c-0.4,-0.2 -0.9,-0.1 -1.1,0.3l-3.9,6.7c-6.3,-2.8 -13.4,-2.8 -19.7,0l-3.9,-6.7c-0.2,-0.4 -0.7,-0.5 -1.1,-0.3C38.8,38.328 38.7,38.828 38.9,39.228l3.8,6.6C36.2,49.428 31.7,56.028 31,63.928h46C76.3,56.028 71.8,49.428 65.3,45.828zM43.4,57.328c-0.8,0 -1.5,-0.5 -1.8,-1.2c-0.3,-0.7 -0.1,-1.5 0.4,-2.1c0.5,-0.5 1.4,-0.7 2.1,-0.4c0.7,0.3 1.2,1 1.2,1.8C45.3,56.528 44.5,57.328 43.4,57.328L43.4,57.328zM64.6,57.328c-0.8,0 -1.5,-0.5 -1.8,-1.2s-0.1,-1.5 0.4,-2.1c0.5,-0.5 1.4,-0.7 2.1,-0.4c0.7,0.3 1.2,1 1.2,1.8C66.5,56.528 65.6,57.328 64.6,57.328L64.6,57.328z"
android:strokeWidth="1"
android:strokeColor="#00000000" />
</vector>

@ -0,0 +1,170 @@
<?xml version="1.0" encoding="utf-8"?>
<vector xmlns:android="http://schemas.android.com/apk/res/android"
android:width="108dp"
android:height="108dp"
android:viewportHeight="108"
android:viewportWidth="108">
<path
android:fillColor="#26A69A"
android:pathData="M0,0h108v108h-108z" />
<path
android:fillColor="#00000000"
android:pathData="M9,0L9,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,0L19,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M29,0L29,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M39,0L39,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M49,0L49,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M59,0L59,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M69,0L69,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M79,0L79,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M89,0L89,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M99,0L99,108"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,9L108,9"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,19L108,19"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,29L108,29"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,39L108,39"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,49L108,49"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,59L108,59"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,69L108,69"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,79L108,79"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,89L108,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M0,99L108,99"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,29L89,29"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,39L89,39"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,49L89,49"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,59L89,59"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,69L89,69"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M19,79L89,79"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M29,19L29,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M39,19L39,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M49,19L49,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M59,19L59,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M69,19L69,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
<path
android:fillColor="#00000000"
android:pathData="M79,19L79,89"
android:strokeColor="#33FFFFFF"
android:strokeWidth="0.8" />
</vector>

@ -0,0 +1,13 @@
<?xml version="1.0" encoding="UTF-8"?>
<shape xmlns:android="http://schemas.android.com/apk/res/android"
android:id="@+id/listview_background_shape">
<stroke
android:width="1dp"
android:color="@android:color/darker_gray" />
<padding
android:bottom="2dp"
android:left="2dp"
android:right="2dp"
android:top="2dp" />
<solid android:color="#ffffffff" />
</shape>

@ -0,0 +1,8 @@
<?xml version="1.0" encoding="utf-8"?>
<shape xmlns:android="http://schemas.android.com/apk/res/android">
<size
android:width="40dp"
android:height="40dp" />
<corners android:radius="20dp" />
<solid android:color="#82eae5e5" />
</shape>

@ -0,0 +1,8 @@
<?xml version="1.0" encoding="utf-8"?>
<shape xmlns:android="http://schemas.android.com/apk/res/android">
<size
android:width="100dp"
android:height="40dp" />
<corners android:radius="20dp" />
<solid android:color="#784b4b4b" />
</shape>

@ -0,0 +1,43 @@
<?xml version="1.0" encoding="utf-8"?>
<RelativeLayout xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:tools="http://schemas.android.com/tools"
android:layout_width="match_parent"
android:layout_height="match_parent"
android:background="#00000000">
<FrameLayout
android:id="@+id/container"
android:layout_width="match_parent"
android:layout_height="match_parent"
android:background="@android:color/black"
tools:context="com.mindspore.scene.widget.CameraActivity" />
<LinearLayout
android:id="@+id/layout_bottom_content"
android:layout_width="match_parent"
android:layout_height="100dp"
android:layout_alignParentBottom="true"
android:background="#ffffff"
android:gravity="center"
android:orientation="vertical" />
<androidx.appcompat.widget.Toolbar
android:id="@+id/toolbar"
android:layout_width="match_parent"
android:layout_height="?attr/actionBarSize"
android:layout_alignParentTop="true"
android:background="@color/mindspore_semi_transparent">
<TextView
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:drawableStart="@mipmap/logo"
android:drawablePadding="5dp"
android:gravity="center_vertical"
android:text="MS Scene Detection"
android:textColor="#ffffff"
android:textSize="25sp" />
</androidx.appcompat.widget.Toolbar>
</RelativeLayout>

@ -0,0 +1,12 @@
<?xml version="1.0" encoding="utf-8"?>
<androidx.constraintlayout.widget.ConstraintLayout xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:tools="http://schemas.android.com/tools"
android:layout_width="match_parent"
android:layout_height="match_parent"
tools:context=".widget.TestActivity">
<ImageView
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:id="@+id/img" />
</androidx.constraintlayout.widget.ConstraintLayout>

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