编译带有OpenCL的OpenCVForAndroid

本文参考链接http://www.cnblogs.com/hrlnw/p/4720977.html

1. 本机配置

windows7 64为

cmake 版本 3.1.0

opencv版本 3.1.0

2. 基本步骤

1) 下载opencv3.1.0 官方源码 https://github.com/Itseez/opencv/archive/3.1.0.zip

2) 下载cmake

3) 修改opencv根目录下的CMakeLists.txt，修改WITH_OPENCL

OCV_OPTION(WITH_OPENCL         "Include OpenCL Runtime support"              ON )

4) 修改opencl的文件使之支持android ： 在\modules\core\src\opencl\runtime\opencl_core.cpp文件修改为

/*M///////////////////////////////////////////////////////////////////////////////////////
//
//  IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
//
//  By downloading, copying, installing or using the software you agree to this license.
//  If you do not agree to this license, do not download, install,
//  copy or use the software.
//
//
//                           License Agreement
//                For Open Source Computer Vision Library
//
// Copyright (C) 2010-2013, Advanced Micro Devices, Inc., all rights reserved.
// Third party copyrights are property of their respective owners.
//
// Redistribution and use in source and binary forms, with or without modification,
// are permitted provided that the following conditions are met:
//
//   * Redistribution's of source code must retain the above copyright notice,
//     this list of conditions and the following disclaimer.
//
//   * Redistribution's in binary form must reproduce the above copyright notice,
//     this list of conditions and the following disclaimer in the documentation
//     and/or other materials provided with the distribution.
//
//   * The name of the copyright holders may not be used to endorse or promote products
//     derived from this software without specific prior written permission.
//
// This software is provided by the copyright holders and contributors "as is" and
// any express or implied warranties, including, but not limited to, the implied
// warranties of merchantability and fitness for a particular purpose are disclaimed.
// In no event shall the OpenCV Foundation or contributors be liable for any direct,
// indirect, incidental, special, exemplary, or consequential damages
// (including, but not limited to, procurement of substitute goods or services;
// loss of use, data, or profits; or business interruption) however caused
// and on any theory of liability, whether in contract, strict liability,
// or tort (including negligence or otherwise) arising in any way out of
// the use of this software, even if advised of the possibility of such damage.
//
//M*/

#include "../../precomp.hpp"

#if defined(HAVE_OPENCL) && !defined(HAVE_OPENCL_STATIC)

#include "opencv2/core.hpp" // CV_Error

#include "opencv2/core/opencl/runtime/opencl_core.hpp"

#define OPENCL_FUNC_TO_CHECK_1_1 "clEnqueueReadBufferRect"
#define ERROR_MSG_CANT_LOAD "Failed to load OpenCL runtime\n"
#define ERROR_MSG_INVALID_VERSION "Failed to load OpenCL runtime (expected version 1.1+)\n"

#if defined(__APPLE__)
#include <dlfcn.h>

static void* AppleCLGetProcAddress(const char* name)
{
static bool initialized = false;
static void* handle = NULL;
if (!handle)
{
if(!initialized)
{
initialized = true;
const char* path = "/System/Library/Frameworks/OpenCL.framework/Versions/Current/OpenCL";
const char* envPath = getenv("OPENCV_OPENCL_RUNTIME");
if (envPath)
path = envPath;
handle = dlopen(oclpath, RTLD_LAZY | RTLD_GLOBAL);
if (handle == NULL)
{
if (envPath)
fprintf(stderr, ERROR_MSG_CANT_LOAD);
}
else if (dlsym(handle, OPENCL_FUNC_TO_CHECK_1_1) == NULL)
{
fprintf(stderr, ERROR_MSG_INVALID_VERSION);
handle = NULL;
}
}
if (!handle)
return NULL;
}
return dlsym(handle, name);
}
#define CV_CL_GET_PROC_ADDRESS(name) AppleCLGetProcAddress(name)
#endif // __APPLE__

#if defined(_WIN32)
#include <windows.h>

static void* WinGetProcAddress(const char* name)
{
static bool initialized = false;
static HMODULE handle = NULL;
if (!handle)
{
if(!initialized)
{
initialized = true;
handle = GetModuleHandleA("OpenCL.dll");
if (!handle)
{
const char* path = "OpenCL.dll";
const char* envPath = getenv("OPENCV_OPENCL_RUNTIME");
if (envPath)
path = envPath;
handle = LoadLibraryA(path);
if (!handle)
{
if (envPath)
fprintf(stderr, ERROR_MSG_CANT_LOAD);
}
else if (GetProcAddress(handle, OPENCL_FUNC_TO_CHECK_1_1) == NULL)
{
fprintf(stderr, ERROR_MSG_INVALID_VERSION);
handle = NULL;
}
}
}
if (!handle)
return NULL;
}
return (void*)GetProcAddress(handle, name);
}
#define CV_CL_GET_PROC_ADDRESS(name) WinGetProcAddress(name)
#endif // _WIN32

#if defined(__linux__)&&!defined(__ANDROID__)
#include <dlfcn.h>
#include <stdio.h>

static void* GetProcAddress(const char* name)
{
static bool initialized = false;
static void* handle = NULL;
if (!handle)
{
if(!initialized)
{
initialized = true;
const char* path = "libOpenCL.so";
const char* envPath = getenv("OPENCV_OPENCL_RUNTIME");
if (envPath)
path = envPath;
handle = dlopen(path, RTLD_LAZY | RTLD_GLOBAL);
if (handle == NULL)
{
if (envPath)
fprintf(stderr, ERROR_MSG_CANT_LOAD);
}
else if (dlsym(handle, OPENCL_FUNC_TO_CHECK_1_1) == NULL)
{
fprintf(stderr, ERROR_MSG_INVALID_VERSION);
handle = NULL;
}
}
if (!handle)
return NULL;
}
return dlsym(handle, name);
}
#define CV_CL_GET_PROC_ADDRESS(name) GetProcAddress(name)
#endif  //linux

#if defined(__ANDROID__)
#include <dlfcn.h>
#include <sys/stat.h>
#if defined(__ARM_ARCH_8A__) || defined(_X64_)
static const char *default_so_paths[] = {
"/system/lib64/libOpenCL.so",
"/system/vendor/lib64/libOpenCL.so",
"/system/vendor/lib64/egl/libGLES_mali.so"
};
#else
static const char *default_so_paths[] = {
"/system/lib/libOpenCL.so",
"/system/vendor/lib/libOpenCL.so",
"/system/vendor/lib/egl/libGLES_mali.so"
};
#endif
static int access_file(const char *filename)
{
struct stat buffer;
return (stat(filename, &buffer) == 0);
}

static void* GetProcAddress (const char* name)
{
static void* h = NULL;
unsigned int i;
if (!h)
{
const char* name;
for(i=0; i<(sizeof(default_so_paths)/sizeof(char*)); i++)
{
if(access_file(default_so_paths[i])) {
name = (char *)default_so_paths[i];
h = dlopen(name, RTLD_LAZY);
if (h) break;
}
}
if (!h)
return NULL;
}

return dlsym(h, name);
}
#define CV_CL_GET_PROC_ADDRESS(name) GetProcAddress(name)
#endif  //android

#ifndef CV_CL_GET_PROC_ADDRESS
#ifdef __GNUC__
#warning("OPENCV: OpenCL dynamic library loader: check configuration")
#else
#pragma message("WARNING: OPENCV: OpenCL dynamic library loader: check configuration")
#endif
#define CV_CL_GET_PROC_ADDRESS(name) NULL
#endif

static void* opencl_check_fn(int ID);

#include "runtime_common.hpp"

#include "autogenerated/opencl_core_impl.hpp"

//
// BEGIN OF CUSTOM FUNCTIONS
//

#define CUSTOM_FUNCTION_ID 1000

#ifdef HAVE_OPENCL_SVM
#include "opencv2/core/opencl/runtime/opencl_svm_20.hpp"
#define SVM_FUNCTION_ID_START CUSTOM_FUNCTION_ID
#define SVM_FUNCTION_ID_END CUSTOM_FUNCTION_ID + 100

enum OPENCL_FN_SVM_ID
{
OPENCL_FN_clSVMAlloc = SVM_FUNCTION_ID_START,
OPENCL_FN_clSVMFree,
OPENCL_FN_clSetKernelArgSVMPointer,
OPENCL_FN_clSetKernelExecInfo,
OPENCL_FN_clEnqueueSVMFree,
OPENCL_FN_clEnqueueSVMMemcpy,
OPENCL_FN_clEnqueueSVMMemFill,
OPENCL_FN_clEnqueueSVMMap,
OPENCL_FN_clEnqueueSVMUnmap,
};

void* (CL_API_CALL *clSVMAlloc)(cl_context context, cl_svm_mem_flags flags, size_t size, unsigned int alignment) =
opencl_fn4<OPENCL_FN_clSVMAlloc, void*, cl_context, cl_svm_mem_flags, size_t, unsigned int>::switch_fn;
static const struct DynamicFnEntry _clSVMAlloc_definition = { "clSVMAlloc", (void**)&clSVMAlloc};
void (CL_API_CALL *clSVMFree)(cl_context context, void* svm_pointer) =
opencl_fn2<OPENCL_FN_clSVMFree, void, cl_context, void*>::switch_fn;
static const struct DynamicFnEntry _clSVMFree_definition = { "clSVMFree", (void**)&clSVMFree};
cl_int (CL_API_CALL *clSetKernelArgSVMPointer)(cl_kernel kernel, cl_uint arg_index, const void* arg_value) =
opencl_fn3<OPENCL_FN_clSetKernelArgSVMPointer, cl_int, cl_kernel, cl_uint, const void*>::switch_fn;
static const struct DynamicFnEntry _clSetKernelArgSVMPointer_definition = { "clSetKernelArgSVMPointer", (void**)&clSetKernelArgSVMPointer};
//void* (CL_API_CALL *clSetKernelExecInfo)(cl_kernel kernel, cl_kernel_exec_info param_name, size_t param_value_size, const void* param_value) =
//        opencl_fn4<OPENCL_FN_clSetKernelExecInfo, void*, cl_kernel, cl_kernel_exec_info, size_t, const void*>::switch_fn;
//static const struct DynamicFnEntry _clSetKernelExecInfo_definition = { "clSetKernelExecInfo", (void**)&clSetKernelExecInfo};
//cl_int (CL_API_CALL *clEnqueueSVMFree)(...) =
//        opencl_fn8<OPENCL_FN_clEnqueueSVMFree, cl_int, ...>::switch_fn;
//static const struct DynamicFnEntry _clEnqueueSVMFree_definition = { "clEnqueueSVMFree", (void**)&clEnqueueSVMFree};
cl_int (CL_API_CALL *clEnqueueSVMMemcpy)(cl_command_queue command_queue, cl_bool blocking_copy, void* dst_ptr, const void* src_ptr, size_t size, cl_uint num_events_in_wait_list, const cl_event* event_wait_list, cl_event* event) =
opencl_fn8<OPENCL_FN_clEnqueueSVMMemcpy, cl_int, cl_command_queue, cl_bool, void*, const void*, size_t, cl_uint, const cl_event*, cl_event*>::switch_fn;
static const struct DynamicFnEntry _clEnqueueSVMMemcpy_definition = { "clEnqueueSVMMemcpy", (void**)&clEnqueueSVMMemcpy};
cl_int (CL_API_CALL *clEnqueueSVMMemFill)(cl_command_queue command_queue, void* svm_ptr, const void* pattern, size_t pattern_size, size_t size, cl_uint num_events_in_wait_list, const cl_event* event_wait_list, cl_event* event) =
opencl_fn8<OPENCL_FN_clEnqueueSVMMemFill, cl_int, cl_command_queue, void*, const void*, size_t, size_t, cl_uint, const cl_event*, cl_event*>::switch_fn;
static const struct DynamicFnEntry _clEnqueueSVMMemFill_definition = { "clEnqueueSVMMemFill", (void**)&clEnqueueSVMMemFill};
cl_int (CL_API_CALL *clEnqueueSVMMap)(cl_command_queue command_queue, cl_bool blocking_map, cl_map_flags map_flags, void* svm_ptr, size_t size, cl_uint num_events_in_wait_list, const cl_event* event_wait_list, cl_event* event) =
opencl_fn8<OPENCL_FN_clEnqueueSVMMap, cl_int, cl_command_queue, cl_bool, cl_map_flags, void*, size_t, cl_uint, const cl_event*, cl_event*>::switch_fn;
static const struct DynamicFnEntry _clEnqueueSVMMap_definition = { "clEnqueueSVMMap", (void**)&clEnqueueSVMMap};
cl_int (CL_API_CALL *clEnqueueSVMUnmap)(cl_command_queue command_queue, void* svm_ptr, cl_uint num_events_in_wait_list, const cl_event* event_wait_list, cl_event* event) =
opencl_fn5<OPENCL_FN_clEnqueueSVMUnmap, cl_int, cl_command_queue, void*, cl_uint, const cl_event*, cl_event*>::switch_fn;
static const struct DynamicFnEntry _clEnqueueSVMUnmap_definition = { "clEnqueueSVMUnmap", (void**)&clEnqueueSVMUnmap};

static const struct DynamicFnEntry* opencl_svm_fn_list[] = {
&_clSVMAlloc_definition,
&_clSVMFree_definition,
&_clSetKernelArgSVMPointer_definition,
NULL/*&_clSetKernelExecInfo_definition*/,
NULL/*&_clEnqueueSVMFree_definition*/,
&_clEnqueueSVMMemcpy_definition,
&_clEnqueueSVMMemFill_definition,
&_clEnqueueSVMMap_definition,
&_clEnqueueSVMUnmap_definition,
};
#endif // HAVE_OPENCL_SVM

//
// END OF CUSTOM FUNCTIONS HERE
//

static void* opencl_check_fn(int ID)
{
const struct DynamicFnEntry* e = NULL;
if (ID < CUSTOM_FUNCTION_ID)
{
assert(ID >= 0 && ID < (int)(sizeof(opencl_fn_list)/sizeof(opencl_fn_list[0])));
e = opencl_fn_list[ID];
}
#ifdef HAVE_OPENCL_SVM
else if (ID >= SVM_FUNCTION_ID_START && ID < SVM_FUNCTION_ID_END)
{
ID = ID - SVM_FUNCTION_ID_START;
assert(ID >= 0 && ID < (int)(sizeof(opencl_svm_fn_list)/sizeof(opencl_svm_fn_list[0])));
e = opencl_svm_fn_list[ID];
}
#endif
else
{
CV_ErrorNoReturn(cv::Error::StsBadArg, "Invalid function ID");
}
void* func = CV_CL_GET_PROC_ADDRESS(e->fnName);
if (!func)
{
throw cv::Exception(cv::Error::OpenCLApiCallError,
cv::format("OpenCL function is not available: [%s]", e->fnName),
CV_Func, __FILE__, __LINE__);
}
*(e->ppFn) = func;
return func;
}

#endif

5) 设置环境变量 ANDROID_NDK 其值为你的NDK的根目录，注意环境变量名一定要是ANDROID_NDK 之后注销系统

6) 在opencv_path\platforms\ 下新建一个文件存放我们要编译产生的android版本的opencv库 如设置文件夹名为build_opencl， 进入该文件夹

7) 在build_opencl 夹下执行以下命令

cmake -G "MinGW Makefiles" -DCMAKE_BUILD_WITH_INSTALL_RPATH=ON -DWITH_EIGEN=off -DCMAKE_TOOLCHAIN_FILE=..\android\android.toolchain.cmake -DCMAKE_MAKE_PROGRAM="%ANDROID_NDK%\prebuilt\windows-x86_64\bin\make.exe" -DANDROID_ABI=arm64-v8a ..\.. -DANDROID_NATIVE_API_LEVEL=23

注意相比之前提到的博文，我在后面要加一句-DANDROID_NATIVE_API_LEVEL=23指定API level， 否则编译器总所是android-8不支持

注意，使用arm64-v8a平台是基于一些64位指令集的CPU，如果手机不支持64位，可以将DANDROID_ABI更改为armeabi

最后加一条

cmake --build .