// // Created by DefTruth on 2022/3/23. // #include "lite/lite.h" static void test_default() { std::string onnx_path = "../../../hub/onnx/cv/pipnet_resnet18_10x29x32x256_cofw.onnx"; std::string test_img_path = "../../../examples/lite/resources/test_lite_face_align.png"; std::string save_img_path = "../../../logs/test_lite_pipnet29.jpg"; lite::cv::face::align::PIPNet29 *pipnet29 = new lite::cv::face::align::PIPNet29(onnx_path); lite::types::Landmarks landmarks; cv::Mat img_bgr = cv::imread(test_img_path); pipnet29->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 pipnet29; } static void test_onnxruntime() { #ifdef ENABLE_ONNXRUNTIME std::string onnx_path = "../../../hub/onnx/cv/pipnet_resnet18_10x29x32x256_cofw.onnx"; std::string test_img_path = "../../../examples/lite/resources/test_lite_face_align.png"; std::string save_img_path = "../../../logs/test_lite_pipnet29_onnx.jpg"; lite::onnxruntime::cv::face::align::PIPNet29 *pipnet29 = new lite::onnxruntime::cv::face::align::PIPNet29(onnx_path); lite::types::Landmarks landmarks; cv::Mat img_bgr = cv::imread(test_img_path); pipnet29->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 pipnet29; #endif } static void test_mnn() { #ifdef ENABLE_MNN std::string mnn_path = "../../../hub/mnn/cv/pipnet_resnet18_10x29x32x256_cofw.mnn"; std::string test_img_path = "../../../examples/lite/resources/test_lite_face_align.png"; std::string save_img_path = "../../../logs/test_lite_pipnet29_mnn.jpg"; lite::mnn::cv::face::align::PIPNet29 *pipnet29 = new lite::mnn::cv::face::align::PIPNet29(mnn_path); lite::types::Landmarks landmarks; cv::Mat img_bgr = cv::imread(test_img_path); pipnet29->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 pipnet29; #endif } static void test_ncnn() { #ifdef ENABLE_NCNN std::string param_path = "../../../hub/ncnn/cv/pipnet_resnet18_10x29x32x256_cofw.opt.param"; std::string bin_path = "../../../hub/ncnn/cv/pipnet_resnet18_10x29x32x256_cofw.opt.bin"; std::string test_img_path = "../../../examples/lite/resources/test_lite_face_align.png"; std::string save_img_path = "../../../logs/test_lite_pipnet29_ncnn.jpg"; lite::ncnn::cv::face::align::PIPNet29 *pipnet29 = new lite::ncnn::cv::face::align::PIPNet29(param_path, bin_path); lite::types::Landmarks landmarks; cv::Mat img_bgr = cv::imread(test_img_path); pipnet29->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 pipnet29; #endif } static void test_tnn() { #ifdef ENABLE_TNN std::string proto_path = "../../../hub/tnn/cv/pipnet_resnet18_10x29x32x256_cofw.opt.tnnproto"; std::string model_path = "../../../hub/tnn/cv/pipnet_resnet18_10x29x32x256_cofw.opt.tnnmodel"; std::string test_img_path = "../../../examples/lite/resources/test_lite_face_align.png"; std::string save_img_path = "../../../logs/test_lite_pipnet29_tnn.jpg"; lite::tnn::cv::face::align::PIPNet29 *pipnet29 = new lite::tnn::cv::face::align::PIPNet29(proto_path, model_path); lite::types::Landmarks landmarks; cv::Mat img_bgr = cv::imread(test_img_path); pipnet29->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 pipnet29; #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; }