// // Created by DefTruth on 2022/1/16. // #include "lite/lite.h" static void test_default() { std::string onnx_path = "../../../hub/onnx/cv/yolov5face-s-640x640.onnx"; // yolov5s-face std::string test_img_path = "../../../examples/lite/resources/test_lite_face_detector.jpg"; std::string save_img_path = "../../../logs/test_lite_yolov5face.jpg"; lite::cv::face::detect::YOLO5Face *yolov5face = new lite::cv::face::detect::YOLO5Face(onnx_path); std::vector detected_boxes; cv::Mat img_bgr = cv::imread(test_img_path); yolov5face->detect(img_bgr, detected_boxes); lite::utils::draw_boxes_with_landmarks_inplace(img_bgr, detected_boxes); cv::imwrite(save_img_path, img_bgr); std::cout << "Default Version Done! Detected Face Num: " << detected_boxes.size() << std::endl; delete yolov5face; } static void test_onnxruntime() { #ifdef ENABLE_ONNXRUNTIME std::string onnx_path = "../../../hub/onnx/cv/yolov5face-s-640x640.onnx"; // yolov5s-face std::string test_img_path = "../../../examples/lite/resources/test_lite_face_detector_2.jpg"; std::string save_img_path = "../../../logs/test_lite_yolov5face_onnx_2.jpg"; lite::onnxruntime::cv::face::detect::YOLO5Face *yolov5face = new lite::onnxruntime::cv::face::detect::YOLO5Face(onnx_path); std::vector detected_boxes; cv::Mat img_bgr = cv::imread(test_img_path); yolov5face->detect(img_bgr, detected_boxes); lite::utils::draw_boxes_with_landmarks_inplace(img_bgr, detected_boxes); cv::imwrite(save_img_path, img_bgr); std::cout << "ONNXRuntime Version Done! Detected Face Num: " << detected_boxes.size() << std::endl; delete yolov5face; #endif } static void test_mnn() { #ifdef ENABLE_MNN std::string mnn_path = "../../../hub/mnn/cv/yolov5face-s-640x640.mnn"; // yolov5s-face std::string test_img_path = "../../../examples/lite/resources/test_lite_face_detector_2.jpg"; std::string save_img_path = "../../../logs/test_lite_yolov5face_mnn_2.jpg"; lite::mnn::cv::face::detect::YOLO5Face *yolov5face = new lite::mnn::cv::face::detect::YOLO5Face(mnn_path); std::vector detected_boxes; cv::Mat img_bgr = cv::imread(test_img_path); yolov5face->detect(img_bgr, detected_boxes); lite::utils::draw_boxes_with_landmarks_inplace(img_bgr, detected_boxes); cv::imwrite(save_img_path, img_bgr); std::cout << "MNN Version Done! Detected Face Num: " << detected_boxes.size() << std::endl; delete yolov5face; #endif } static void test_ncnn() { #ifdef ENABLE_NCNN std::string param_path = "../../../hub/ncnn/cv/yolov5face-s-640x640.opt.param"; // yolov5s-face std::string bin_path = "../../../hub/ncnn/cv/yolov5face-s-640x640.opt.bin"; std::string test_img_path = "../../../examples/lite/resources/test_lite_face_detector_2.jpg"; std::string save_img_path = "../../../logs/test_lite_yolov5face_ncnn_2.jpg"; lite::ncnn::cv::face::detect::YOLO5Face *yolov5face = new lite::ncnn::cv::face::detect::YOLO5Face(param_path, bin_path, 1, 640, 640); std::vector detected_boxes; cv::Mat img_bgr = cv::imread(test_img_path); yolov5face->detect(img_bgr, detected_boxes); lite::utils::draw_boxes_with_landmarks_inplace(img_bgr, detected_boxes); cv::imwrite(save_img_path, img_bgr); std::cout << "NCNN Version Done! Detected Face Num: " << detected_boxes.size() << std::endl; delete yolov5face; #endif } static void test_tnn() { #ifdef ENABLE_TNN std::string proto_path = "../../../hub/tnn/cv/yolov5face-s-640x640.opt.tnnproto"; // yolov5s-face std::string model_path = "../../../hub/tnn/cv/yolov5face-s-640x640.opt.tnnmodel"; std::string test_img_path = "../../../examples/lite/resources/test_lite_face_detector_2.jpg"; std::string save_img_path = "../../../logs/test_lite_yolov5face_tnn_2.jpg"; lite::tnn::cv::face::detect::YOLO5Face *yolov5face = new lite::tnn::cv::face::detect::YOLO5Face(proto_path, model_path); std::vector detected_boxes; cv::Mat img_bgr = cv::imread(test_img_path); yolov5face->detect(img_bgr, detected_boxes); lite::utils::draw_boxes_with_landmarks_inplace(img_bgr, detected_boxes); cv::imwrite(save_img_path, img_bgr); std::cout << "TNN Version Done! Detected Face Num: " << detected_boxes.size() << std::endl; delete yolov5face; #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; }