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test_lite_backgroundmattingv2_dyn.cpp
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test_lite_backgroundmattingv2_dyn.cpp
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//
// Created by DefTruth on 2022/4/10.
//
#include "lite/lite.h"
static void test_default()
{
std::string onnx_path = "../../../examples/hub/onnx/cv/BGMv2_mobilenetv2_hd_dynamic.onnx";
std::string test_src_path = "../../../examples/lite/resources/test_lite_bgmv2_src.png";
std::string test_bgr_path = "../../../examples/lite/resources/test_lite_bgmv2_bgr.png";
std::string save_fgr_path = "../../../examples/logs/test_lite_bgmv2_dyn_fgr.jpg";
std::string save_pha_path = "../../../examples/logs/test_lite_bgmv2_dyn_pha.jpg";
std::string save_merge_path = "../../../examples/logs/test_lite_bgmv2_dyn_merge.jpg";
lite::cv::matting::BackgroundMattingV2Dyn *bgmv2_dyn =
new lite::cv::matting::BackgroundMattingV2Dyn(onnx_path, 16); // 16 threads
lite::types::MattingContent content;
cv::Mat src = cv::imread(test_src_path);
cv::Mat bgr = cv::imread(test_bgr_path);
// 1. image matting.
bgmv2_dyn->detect(src, bgr, content, true);
if (content.flag)
{
if (!content.fgr_mat.empty()) cv::imwrite(save_fgr_path, content.fgr_mat);
if (!content.pha_mat.empty()) cv::imwrite(save_pha_path, content.pha_mat * 255.);
if (!content.merge_mat.empty()) cv::imwrite(save_merge_path, content.merge_mat);
std::cout << "Default Version BackgroundMattingV2Dyn Done!" << std::endl;
}
delete bgmv2_dyn;
}
static void test_onnxruntime()
{
#ifdef ENABLE_ONNXRUNTIME
std::string onnx_path = "../../../examples/hub/onnx/cv/BGMv2_mobilenetv2_hd_dynamic.onnx";
std::string test_src_path = "../../../examples/lite/resources/test_lite_bgmv2_src.png";
std::string test_bgr_path = "../../../examples/lite/resources/test_lite_bgmv2_bgr.png";
std::string save_fgr_path = "../../../examples/logs/test_lite_bgmv2_dyn_fgr_onnx.jpg";
std::string save_pha_path = "../../../examples/logs/test_lite_bgmv2_dyn_pha_onnx.jpg";
std::string save_merge_path = "../../../examples/logs/test_lite_bgmv2_dyn_merge_onnx.jpg";
lite::onnxruntime::cv::matting::BackgroundMattingV2Dyn *bgmv2_dyn =
new lite::onnxruntime::cv::matting::BackgroundMattingV2Dyn(onnx_path, 16); // 16 threads
lite::types::MattingContent content;
cv::Mat src = cv::imread(test_src_path);
cv::Mat bgr = cv::imread(test_bgr_path);
// 1. image matting.
bgmv2_dyn->detect(src, bgr, content, true);
if (content.flag)
{
if (!content.fgr_mat.empty()) cv::imwrite(save_fgr_path, content.fgr_mat);
if (!content.pha_mat.empty()) cv::imwrite(save_pha_path, content.pha_mat * 255.);
if (!content.merge_mat.empty()) cv::imwrite(save_merge_path, content.merge_mat);
std::cout << "ONNXRuntime Version BackgroundMattingV2Dyn Done!" << std::endl;
}
delete bgmv2_dyn;
#endif
}
static void test_mnn()
{
#ifdef ENABLE_MNN
#endif
}
static void test_ncnn()
{
#ifdef ENABLE_NCNN
#endif
}
static void test_tnn()
{
#ifdef ENABLE_TNN
#endif
}
static void test_lite()
{
test_default();
test_onnxruntime();
test_mnn();
test_ncnn();
test_tnn();
}
int main(__unused int argc, __unused char *argv[])
{
test_lite();
return 0;
}