// // 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; }