146 lines
4.5 KiB
C++
146 lines
4.5 KiB
C++
//
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// Created by DefTruth on 2021/7/27.
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//
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#include "lite/lite.h"
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static void test_default()
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{
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std::string onnx_path = "../../../hub/onnx/cv/pytorch_face_landmarks_landmark_detection_56.onnx";
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std::string test_img_path = "../../../examples/lite/resources/test_lite_face_landmarks.png";
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std::string save_img_path = "../../../logs/test_lite_mobilenetv2_68.jpg";
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lite::cv::face::align::MobileNetV268 *mobilenetv2_68 =
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new lite::cv::face::align::MobileNetV268(onnx_path);
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lite::types::Landmarks landmarks;
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cv::Mat img_bgr = cv::imread(test_img_path);
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mobilenetv2_68->detect(img_bgr, landmarks);
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lite::utils::draw_landmarks_inplace(img_bgr, landmarks);
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cv::imwrite(save_img_path, img_bgr);
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std::cout << "Default Version Done! Detected Landmarks Num: "
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<< landmarks.points.size() << std::endl;
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delete mobilenetv2_68;
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}
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static void test_onnxruntime()
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{
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#ifdef ENABLE_ONNXRUNTIME
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std::string onnx_path = "../../../hub/onnx/cv/pytorch_face_landmarks_landmark_detection_56.onnx";
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std::string test_img_path = "../../../examples/lite/resources/test_lite_face_landmarks.png";
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std::string save_img_path = "../../../logs/test_mobilenetv2_68_onnx.jpg";
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lite::onnxruntime::cv::face::align::MobileNetV268 *mobilenetv2_68 =
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new lite::onnxruntime::cv::face::align::MobileNetV268(onnx_path);
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lite::types::Landmarks landmarks;
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cv::Mat img_bgr = cv::imread(test_img_path);
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mobilenetv2_68->detect(img_bgr, landmarks);
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lite::utils::draw_landmarks_inplace(img_bgr, landmarks);
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cv::imwrite(save_img_path, img_bgr);
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std::cout << "ONNXRuntime Version Done! Detected Landmarks Num: "
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<< landmarks.points.size() << std::endl;
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delete mobilenetv2_68;
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#endif
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}
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static void test_mnn()
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{
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#ifdef ENABLE_MNN
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std::string mnn_path = "../../../hub/mnn/cv/pytorch_face_landmarks_landmark_detection_56.mnn";
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std::string test_img_path = "../../../examples/lite/resources/test_lite_face_landmarks.png";
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std::string save_img_path = "../../../logs/test_mobilenetv2_68_mnn.jpg";
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lite::mnn::cv::face::align::MobileNetV268 *mobilenetv2_68 =
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new lite::mnn::cv::face::align::MobileNetV268(mnn_path);
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lite::types::Landmarks landmarks;
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cv::Mat img_bgr = cv::imread(test_img_path);
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mobilenetv2_68->detect(img_bgr, landmarks);
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lite::utils::draw_landmarks_inplace(img_bgr, landmarks);
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cv::imwrite(save_img_path, img_bgr);
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std::cout << "MNN Version Done! Detected Landmarks Num: "
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<< landmarks.points.size() << std::endl;
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delete mobilenetv2_68;
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#endif
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}
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static void test_ncnn()
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{
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#ifdef ENABLE_NCNN
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std::string param_path = "../../../hub/ncnn/cv/pytorch_face_landmarks_landmark_detection_56.opt.param";
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std::string bin_path = "../../../hub/ncnn/cv/pytorch_face_landmarks_landmark_detection_56.opt.bin";
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std::string test_img_path = "../../../examples/lite/resources/test_lite_face_landmarks.png";
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std::string save_img_path = "../../../logs/test_mobilenetv2_68_ncnn.jpg";
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lite::ncnn::cv::face::align::MobileNetV268 *mobilenetv2_68 =
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new lite::ncnn::cv::face::align::MobileNetV268(param_path, bin_path);
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lite::types::Landmarks landmarks;
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cv::Mat img_bgr = cv::imread(test_img_path);
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mobilenetv2_68->detect(img_bgr, landmarks);
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lite::utils::draw_landmarks_inplace(img_bgr, landmarks);
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cv::imwrite(save_img_path, img_bgr);
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std::cout << "NCNN Version Done! Detected Landmarks Num: "
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<< landmarks.points.size() << std::endl;
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delete mobilenetv2_68;
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#endif
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}
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static void test_tnn()
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{
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#ifdef ENABLE_TNN
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std::string proto_path = "../../../hub/tnn/cv/pytorch_face_landmarks_landmark_detection_56.opt.tnnproto";
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std::string model_path = "../../../hub/tnn/cv/pytorch_face_landmarks_landmark_detection_56.opt.tnnmodel";
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std::string test_img_path = "../../../examples/lite/resources/test_lite_face_landmarks.png";
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std::string save_img_path = "../../../logs/test_mobilenetv2_68_tnn.jpg";
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lite::tnn::cv::face::align::MobileNetV268 *mobilenetv2_68 =
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new lite::tnn::cv::face::align::MobileNetV268(proto_path, model_path);
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lite::types::Landmarks landmarks;
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cv::Mat img_bgr = cv::imread(test_img_path);
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mobilenetv2_68->detect(img_bgr, landmarks);
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lite::utils::draw_landmarks_inplace(img_bgr, landmarks);
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cv::imwrite(save_img_path, img_bgr);
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std::cout << "TNN Version Done! Detected Landmarks Num: "
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<< landmarks.points.size() << std::endl;
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delete mobilenetv2_68;
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#endif
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}
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static void test_lite()
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{
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test_default();
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test_onnxruntime();
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test_mnn();
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test_ncnn();
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test_tnn();
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}
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int main(__unused int argc, __unused char *argv[])
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{
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test_lite();
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return 0;
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}
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