84 lines
1.8 KiB
C++
84 lines
1.8 KiB
C++
|
//
|
||
|
|
// Created by DefTruth on 2021/6/26.
|
||
|
|
//
|
||
|
|
|
||
|
|
#include "lite/lite.h"
|
||
|
|
|
||
|
|
static void test_default()
|
||
|
|
{
|
||
|
|
std::string onnx_path = "../../../hub/onnx/cv/vgg_ilsvrc_16_age_imdb_wiki.onnx";
|
||
|
|
std::string test_img_path = "../../../examples/lite/resources/test_lite_vgg16_age.jpg";
|
||
|
|
std::string save_img_path = "../../../logs/test_lite_vgg16_age.jpg";
|
||
|
|
|
||
|
|
lite::cv::face::attr::VGG16Age *vgg16_age = new lite::cv::face::attr::VGG16Age(onnx_path);
|
||
|
|
|
||
|
|
lite::types::Age age;
|
||
|
|
cv::Mat img_bgr = cv::imread(test_img_path);
|
||
|
|
vgg16_age->detect(img_bgr, age);
|
||
|
|
|
||
|
|
lite::utils::draw_age_inplace(img_bgr, age);
|
||
|
|
|
||
|
|
cv::imwrite(save_img_path, img_bgr);
|
||
|
|
|
||
|
|
std::cout << "Default Version Done! Detected Age: " << age.age << std::endl;
|
||
|
|
|
||
|
|
delete vgg16_age;
|
||
|
|
}
|
||
|
|
|
||
|
|
static void test_onnxruntime()
|
||
|
|
{
|
||
|
|
#ifdef ENABLE_ONNXRUNTIME
|
||
|
|
std::string onnx_path = "../../../hub/onnx/cv/vgg_ilsvrc_16_age_imdb_wiki.onnx";
|
||
|
|
std::string test_img_path = "../../../examples/lite/resources/test_lite_vgg16_age.jpg";
|
||
|
|
std::string save_img_path = "../../../logs/test_onnx_vgg16_age.jpg";
|
||
|
|
|
||
|
|
lite::onnxruntime::cv::face::attr::VGG16Age *vgg16_age =
|
||
|
|
new lite::onnxruntime::cv::face::attr::VGG16Age(onnx_path);
|
||
|
|
|
||
|
|
lite::types::Age age;
|
||
|
|
cv::Mat img_bgr = cv::imread(test_img_path);
|
||
|
|
vgg16_age->detect(img_bgr, age);
|
||
|
|
|
||
|
|
lite::utils::draw_age_inplace(img_bgr, age);
|
||
|
|
|
||
|
|
cv::imwrite(save_img_path, img_bgr);
|
||
|
|
|
||
|
|
std::cout << "ONNXRuntime Version Done! Detected Age: " << age.age << std::endl;
|
||
|
|
|
||
|
|
delete vgg16_age;
|
||
|
|
#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;
|
||
|
|
}
|