// // Created by DefTruth on 2021/7/24. // #include "lite/lite.h" static void test_default() { std::string onnx_path = "../../../hub/onnx/cv/face-emotion-recognition-enet_b0_8_best_afew.onnx"; std::string test_img_path = "../../../examples/lite/resources/test_lite_emotion.jpg"; std::string save_img_path = "../../../logs/test_lite_emotion8.jpg"; lite::cv::face::attr::EfficientEmotion8 *efficient_emotion8 = new lite::cv::face::attr::EfficientEmotion8(onnx_path); lite::types::Emotions emotions; cv::Mat img_bgr = cv::imread(test_img_path); efficient_emotion8->detect(img_bgr, emotions); lite::utils::draw_emotion_inplace(img_bgr, emotions); cv::imwrite(save_img_path, img_bgr); std::cout << "Default Version Detected Emotion: " << emotions.text << ": " << emotions.score << std::endl; delete efficient_emotion8; } static void test_onnxruntime() { #ifdef ENABLE_ONNXRUNTIME std::string onnx_path = "../../../hub/onnx/cv/face-emotion-recognition-enet_b0_8_best_afew.onnx"; std::string test_img_path = "../../../examples/lite/resources/test_lite_emotion.jpg"; std::string save_img_path = "../../../logs/test_lite_emotion8.jpg"; lite::onnxruntime::cv::face::attr::EfficientEmotion8 *efficient_emotion8 = new lite::onnxruntime::cv::face::attr::EfficientEmotion8(onnx_path); lite::types::Emotions emotions; cv::Mat img_bgr = cv::imread(test_img_path); efficient_emotion8->detect(img_bgr, emotions); lite::utils::draw_emotion_inplace(img_bgr, emotions); cv::imwrite(save_img_path, img_bgr); std::cout << "ONNXRuntime Version Detected Emotion: " << emotions.text << ": " << emotions.score << std::endl; delete efficient_emotion8; #endif } static void test_mnn() { #ifdef ENABLE_MNN std::string mnn_path = "../../../hub/mnn/cv/face-emotion-recognition-enet_b0_8_best_afew.mnn"; std::string test_img_path = "../../../examples/lite/resources/test_lite_emotion.jpg"; std::string save_img_path = "../../../logs/test_lite_emotion8_mnn.jpg"; lite::mnn::cv::face::attr::EfficientEmotion8 *efficient_emotion8 = new lite::mnn::cv::face::attr::EfficientEmotion8(mnn_path); lite::types::Emotions emotions; cv::Mat img_bgr = cv::imread(test_img_path); efficient_emotion8->detect(img_bgr, emotions); lite::utils::draw_emotion_inplace(img_bgr, emotions); cv::imwrite(save_img_path, img_bgr); std::cout << "MNN Version Detected Emotion: " << emotions.text << ": " << emotions.score << std::endl; delete efficient_emotion8; #endif } static void test_ncnn() { #ifdef ENABLE_NCNN std::string param_path = "../../../hub/ncnn/cv/face-emotion-recognition-enet_b0_8_best_afew.opt.param"; std::string bin_path = "../../../hub/ncnn/cv/face-emotion-recognition-enet_b0_8_best_afew.opt.bin"; std::string test_img_path = "../../../examples/lite/resources/test_lite_emotion.jpg"; std::string save_img_path = "../../../logs/test_lite_emotion8_ncnn.jpg"; lite::ncnn::cv::face::attr::EfficientEmotion8 *efficient_emotion8 = new lite::ncnn::cv::face::attr::EfficientEmotion8(param_path, bin_path); lite::types::Emotions emotions; cv::Mat img_bgr = cv::imread(test_img_path); efficient_emotion8->detect(img_bgr, emotions); lite::utils::draw_emotion_inplace(img_bgr, emotions); cv::imwrite(save_img_path, img_bgr); std::cout << "NCNN Version Detected Emotion: " << emotions.text << ": " << emotions.score << std::endl; delete efficient_emotion8; #endif } static void test_tnn() { #ifdef ENABLE_TNN std::string proto_path = "../../../hub/tnn/cv/face-emotion-recognition-enet_b0_8_best_afew.opt.tnnproto"; std::string model_path = "../../../hub/tnn/cv/face-emotion-recognition-enet_b0_8_best_afew.opt.tnnmodel"; std::string test_img_path = "../../../examples/lite/resources/test_lite_emotion.jpg"; std::string save_img_path = "../../../logs/test_lite_emotion8_tnn.jpg"; lite::tnn::cv::face::attr::EfficientEmotion8 *efficient_emotion8 = new lite::tnn::cv::face::attr::EfficientEmotion8(proto_path, model_path); lite::types::Emotions emotions; cv::Mat img_bgr = cv::imread(test_img_path); efficient_emotion8->detect(img_bgr, emotions); lite::utils::draw_emotion_inplace(img_bgr, emotions); cv::imwrite(save_img_path, img_bgr); std::cout << "TNN Version Detected Emotion: " << emotions.text << ": " << emotions.score << std::endl; delete efficient_emotion8; #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; }