145 lines
4.2 KiB
C++
145 lines
4.2 KiB
C++
//
|
|
// Created by DefTruth on 2021/7/27.
|
|
//
|
|
|
|
#include "lite/lite.h"
|
|
|
|
static void test_default()
|
|
{
|
|
std::string onnx_path = "../../../hub/onnx/cv/pytorch_face_landmarks_pfld.onnx";
|
|
std::string test_img_path = "../../../examples/lite/resources/test_lite_face_landmarks.png";
|
|
std::string save_img_path = "../../../logs/test_lite_pfld68.jpg";
|
|
|
|
lite::cv::face::align::PFLD68 *pfld68 = new lite::cv::face::align::PFLD68(onnx_path);
|
|
|
|
lite::types::Landmarks landmarks;
|
|
cv::Mat img_bgr = cv::imread(test_img_path);
|
|
pfld68->detect(img_bgr, landmarks);
|
|
|
|
lite::utils::draw_landmarks_inplace(img_bgr, landmarks);
|
|
|
|
cv::imwrite(save_img_path, img_bgr);
|
|
|
|
std::cout << "Default Version Done! Detected Landmarks Num: "
|
|
<< landmarks.points.size() << std::endl;
|
|
|
|
delete pfld68;
|
|
}
|
|
|
|
static void test_onnxruntime()
|
|
{
|
|
#ifdef ENABLE_ONNXRUNTIME
|
|
std::string onnx_path = "../../../hub/onnx/cv/pytorch_face_landmarks_pfld.onnx";
|
|
std::string test_img_path = "../../../examples/lite/resources/test_lite_face_landmarks.png";
|
|
std::string save_img_path = "../../../logs/test_pfld68_onnx.jpg";
|
|
|
|
lite::onnxruntime::cv::face::align::PFLD68 *pfld68 =
|
|
new lite::onnxruntime::cv::face::align::PFLD68(onnx_path);
|
|
|
|
lite::types::Landmarks landmarks;
|
|
cv::Mat img_bgr = cv::imread(test_img_path);
|
|
pfld68->detect(img_bgr, landmarks);
|
|
|
|
lite::utils::draw_landmarks_inplace(img_bgr, landmarks);
|
|
|
|
cv::imwrite(save_img_path, img_bgr);
|
|
|
|
std::cout << "ONNXRuntime Version Done! Detected Landmarks Num: "
|
|
<< landmarks.points.size() << std::endl;
|
|
|
|
delete pfld68;
|
|
#endif
|
|
}
|
|
|
|
static void test_mnn()
|
|
{
|
|
#ifdef ENABLE_MNN
|
|
std::string mnn_path = "../../../hub/mnn/cv/pytorch_face_landmarks_pfld.mnn";
|
|
std::string test_img_path = "../../../examples/lite/resources/test_lite_face_landmarks.png";
|
|
std::string save_img_path = "../../../logs/test_pfld68_mnn.jpg";
|
|
|
|
lite::mnn::cv::face::align::PFLD68 *pfld68 =
|
|
new lite::mnn::cv::face::align::PFLD68(mnn_path);
|
|
|
|
lite::types::Landmarks landmarks;
|
|
cv::Mat img_bgr = cv::imread(test_img_path);
|
|
pfld68->detect(img_bgr, landmarks);
|
|
|
|
lite::utils::draw_landmarks_inplace(img_bgr, landmarks);
|
|
|
|
cv::imwrite(save_img_path, img_bgr);
|
|
|
|
std::cout << "MNN Version Done! Detected Landmarks Num: "
|
|
<< landmarks.points.size() << std::endl;
|
|
|
|
delete pfld68;
|
|
#endif
|
|
}
|
|
|
|
static void test_ncnn()
|
|
{
|
|
#ifdef ENABLE_NCNN
|
|
std::string param_path = "../../../hub/ncnn/cv/pytorch_face_landmarks_pfld.opt.param";
|
|
std::string bin_path = "../../../hub/ncnn/cv/pytorch_face_landmarks_pfld.opt.bin";
|
|
std::string test_img_path = "../../../examples/lite/resources/test_lite_face_landmarks.png";
|
|
std::string save_img_path = "../../../logs/test_pfld68_ncnn.jpg";
|
|
|
|
lite::ncnn::cv::face::align::PFLD68 *pfld68 =
|
|
new lite::ncnn::cv::face::align::PFLD68(param_path, bin_path);
|
|
|
|
lite::types::Landmarks landmarks;
|
|
cv::Mat img_bgr = cv::imread(test_img_path);
|
|
pfld68->detect(img_bgr, landmarks);
|
|
|
|
lite::utils::draw_landmarks_inplace(img_bgr, landmarks);
|
|
|
|
cv::imwrite(save_img_path, img_bgr);
|
|
|
|
std::cout << "NCNN Version Done! Detected Landmarks Num: "
|
|
<< landmarks.points.size() << std::endl;
|
|
|
|
delete pfld68;
|
|
#endif
|
|
}
|
|
|
|
static void test_tnn()
|
|
{
|
|
#ifdef ENABLE_TNN
|
|
std::string proto_path = "../../../hub/tnn/cv/pytorch_face_landmarks_pfld.opt.tnnproto";
|
|
std::string model_path = "../../../hub/tnn/cv/pytorch_face_landmarks_pfld.opt.tnnmodel";
|
|
std::string test_img_path = "../../../examples/lite/resources/test_lite_face_landmarks.png";
|
|
std::string save_img_path = "../../../logs/test_pfld68_tnn.jpg";
|
|
|
|
lite::tnn::cv::face::align::PFLD68 *pfld68 =
|
|
new lite::tnn::cv::face::align::PFLD68(proto_path, model_path);
|
|
|
|
lite::types::Landmarks landmarks;
|
|
cv::Mat img_bgr = cv::imread(test_img_path);
|
|
pfld68->detect(img_bgr, landmarks);
|
|
|
|
lite::utils::draw_landmarks_inplace(img_bgr, landmarks);
|
|
|
|
cv::imwrite(save_img_path, img_bgr);
|
|
|
|
std::cout << "TNN Version Done! Detected Landmarks Num: "
|
|
<< landmarks.points.size() << std::endl;
|
|
|
|
delete pfld68;
|
|
#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;
|
|
}
|