使用AndroidStudio打包OpenCV和C++代码并在安卓上运行

在为服务器部署OpenCV和C++的过程中尝试了很多方法，这里记录一下在AndroidStudio上打包OpenCV和C++的过程。

1.准备开发环境

这里我直接在mac上开发，没有在虚拟机中。
安装AndroidStudio，jdk等，参考：https://blog.csdn.net/wu__di/article/details/78556724
opencv官网下载Android sdk：https://opencv.org/releases.html
cmake安装：https://blog.csdn.net/baimafujinji/article/details/78588488

2.创建工程

创建一个空项目，注意勾选【Include C++ support】，参考：http://www.sohu.com/a/250633784_663371

3.准备文件

现在项目中有一些基础的文件。

其中，jniLibs文件名是固定的，不能自定义，这个是AndroidStudio的默认搜索路径。
将OpenCV-android-sdk/sdk/native/libs下的库文件拷贝到jniLibs目录下，即图上的7个文件夹。AndroidStudio导入其他so文件同理，将对应架构的so文件拷贝到图上文件夹对应的目录中，AS会自动加载这些文件，并在安装时拷贝到APP的库目录下。

native-lib.cpp代码：

#include <jni.h>
#include <string>
#include <iostream>
#include <stdio.h>
#include <stdlib.h>
#include <opencv2/opencv.hpp>
using namespace cv;
using namespace std;
extern "C" {// 注意这里的函数名格式：Java_各级包名_类名_函数名(参数...),需严格按照这种格式，否则会出错JNIEXPORT jintArray JNICALL Java_com_example2_apple_myapplication_MainActivity_gray(JNIEnv *env,jobject instance,jintArray buf,jint w,jint h) {jint *cbuf = env->GetIntArrayElements(buf, JNI_FALSE );if (cbuf == NULL) { return 0; }Mat imgData(h, w, CV_8UC4, (unsigned char *) cbuf);uchar* ptr = imgData.ptr(0);for(int i = 0; i < w*h; i ++){//计算公式：Y(亮度) = 0.299*R + 0.587*G + 0.114*B// 对于一个int四字节，其彩色值存储方式为：BGRAint grayScale = (int)(ptr[4*i+2]*0.299 + ptr[4*i+1]*0.587 + ptr[4*i+0]*0.114);ptr[4*i+1] = grayScale; ptr[4*i+2] = grayScale;ptr[4*i+0] = grayScale;}int size = w * h;jintArray result = env->NewIntArray(size);env->SetIntArrayRegion(result, 0, size, cbuf);env->ReleaseIntArrayElements(buf, cbuf, 0);return result;}JNIEXPORT jstring JNICALL Java_com_example2_apple_myapplication_MainActivity_stringFromJNI(JNIEnv* env,jobject /* this */) {std::string hello = "Hello from C++";return env->NewStringUTF(hello.c_str());}
}

MainActivity代码：

package com.example2.apple.myapplication;import android.graphics.Bitmap;
import android.graphics.drawable.BitmapDrawable;
import android.support.v7.app.AppCompatActivity;
import android.os.Bundle;
import android.widget.ImageView;public class MainActivity extends AppCompatActivity {// Used to load the 'native-lib' library on application startup.static {System.loadLibrary("native-lib"); System.out.println(System.getProperty("java.library.path"));}@Override protected void onCreate(Bundle savedInstanceState) {super.onCreate(savedInstanceState);setContentView(R.layout.activity_main);Bitmap bitmap = ((BitmapDrawable) getResources().getDrawable( R.drawable.pic)).getBitmap();int w = bitmap.getWidth(), h = bitmap.getHeight();int[] pix = new int[w * h];bitmap.getPixels(pix, 0, w, 0, 0, w, h);int [] resultPixes=gray(pix,w,h);Bitmap result = Bitmap.createBitmap(w,h, Bitmap.Config.RGB_565);result.setPixels(resultPixes, 0, w, 0, 0,w, h);ImageView img = (ImageView)findViewById(R.id.img2);img.setImageBitmap(result);System.out.println(stringFromJNI());}/** * A native method that is implemented by the 'native-lib' native library, * which is packaged with this application. */public native int[] gray(int[] buf, int w, int h);public native String stringFromJNI();
}

res/layout/activity_main.xml代码：

<?xml version="1.0" encoding="utf-8"?>
<LinearLayout xmlns:android="http://schemas.android.com/apk/res/android"xmlns:tools="http://schemas.android.com/tools"android:id="@+id/activity_main"android:layout_width="match_parent"android:layout_height="match_parent"android:paddingBottom="16dp"android:paddingLeft="16dp"android:paddingRight="16dp"android:paddingTop="16dp"android:orientation="vertical"tools:context="com.example2.apple.myapplication.MainActivity"><TextView android:id="@+id/txt"android:layout_width="wrap_content"android:layout_height="wrap_content"android:text="原图：" /><ImageView android:id="@+id/img"android:layout_width="wrap_content"android:layout_height="wrap_content"android:src="@drawable/pic"/><!--在res/drawable目录下随便放一张图片pic.png并在此加载，图片尺寸最好小些--><TextView android:layout_width="wrap_content"android:layout_height="wrap_content"android:layout_marginTop="10dp"android:text="处理后的图：" /><ImageView android:id="@+id/img2"android:layout_width="wrap_content"android:layout_height="wrap_content"/>
</LinearLayout>

build.gradle代码：

apply plugin: 'com.android.application'android {compileSdkVersion 26 //根据自己的版本设置defaultConfig {applicationId "com.example2.apple.myapplication"minSdkVersion 15 //根据自己的版本设置targetSdkVersion 26 //根据自己的版本设置versionCode 1versionName "1.0"testInstrumentationRunner "android.support.test.runner.AndroidJUnitRunner"externalNativeBuild {cmake {cppFlags "-std=c++11 -frtti -fexceptions" // 根据情况设置abiFilters 'x86', 'x86_64', 'armeabi-v7a', 'arm64-v8a' // 根据情况设置}}}buildTypes {release {minifyEnabled falseproguardFiles getDefaultProguardFile('proguard-android.txt'), 'proguard-rules.pro'}}externalNativeBuild {cmake {path "CMakeLists.txt"}}// 这段代码功能是将工程打包为jar供第三方调用，还需一些其他改动，参考：
// https://blog.csdn.net/qq_24056881/article/details/81017450
// https://blog.csdn.net/xiayiye5/article/details/79639044
//    task makeJar(type: Copy) {//        //删除存在的
//        delete 'build/libs/myjar.jar'
//        //设置拷贝的文件
//        from('build/intermediates/packaged-classes/debug/')
//        //打进jar包后的文件目录
//        into('build/libs/')
//        //将classes.jar放入build/libs/目录下
//        //include ,exclude参数来设置过滤
//        //（我们只关心classes.jar这个文件）
//        include('classes.jar')
//        //重命名
//        rename('classes.jar', 'myjar.jar')
//    }
//    makeJar.dependsOn(build)
}dependencies {implementation fileTree(dir: 'libs', include: ['*.jar'])implementation 'com.android.support:appcompat-v7:26.0.0'implementation 'com.android.support.constraint:constraint-layout:1.0.2'testImplementation 'junit:junit:4.12'
}

CMakeLists代码：

# For more information about using CMake with Android Studio, read the
# documentation: https://d.android.com/studio/projects/add-native-code.html #设置OpenCv sdk的路径变量
set(pathToOpenCv /Users/apple/Downloads/OpenCV-android-sdk/)#cmake version 根据自己的情况设置
cmake_minimum_required(VERSION 3.4.1)#支持-std=gnu++11
set(CMAKE_VERBOSE_MAKEFILE on)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=gnu++11")#配置加载native依赖
include_directories(${pathToOpenCv}/sdk/native/jni/include)#动态方式加载
add_library(lib_opencv STATIC IMPORTED )#引入libopencv_java3.so文件
set_target_properties(lib_opencv PROPERTIES IMPORTED_LOCATION ${PROJECT_SOURCE_DIR}/src/main/jniLibs/${ANDROID_ABI}/libopencv_java3.so )# 自己的源文件
add_library( # Sets the name of the library.native-lib # Sets the library as a shared library.SHARED# Provides a relative path to your source file(s).src/main/cpp/native-lib.cpp)#查找库
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
)#链接库
target_link_libraries(# Specifies the target library.native-lib# Links the target library to the log library# included in the NDK.${log-lib} android -ljnigraphics lib_opencv
)

通过这些设置opencv就可以在Android中运行了，编译运行一下：
我这里在模拟器中运行：

参考资料：
http://www.sohu.com/a/250633784_663371
https://www.cnblogs.com/xiaoxiaoqingyi/p/6676096.html
https://sriraghu.com/2017/03/11/opencv-in-android-an-introduction-part-1/
AndroidStudio项目CMakeLists解析:https://www.cnblogs.com/chenxibobo/p/7678389.html
https://blog.csdn.net/bailsong/article/details/77527773