// // Created by DefTruth on 2021/6/26. // #include "lite/lite.h" static void test_default() { std::string onnx_path = "../../../hub/onnx/cv/subpixel-cnn.onnx"; std::string test_img_path = "../../../examples/lite/resources/test_lite_subpixel_cnn.jpg"; std::string save_img_path = "../../../logs/test_lite_subpixel_cnn.jpg"; lite::cv::resolution::SubPixelCNN *subpixel_cnn = new lite::cv::resolution::SubPixelCNN(onnx_path); lite::types::SuperResolutionContent super_resolution_content; cv::Mat img_bgr = cv::imread(test_img_path); subpixel_cnn->detect(img_bgr, super_resolution_content); if (super_resolution_content.flag) cv::imwrite(save_img_path, super_resolution_content.mat); std::cout << "Default Version Done! Super Resolution Done." << std::endl; delete subpixel_cnn; } static void test_onnxruntime() { #ifdef ENABLE_ONNXRUNTIME std::string onnx_path = "../../../hub/onnx/cv/subpixel-cnn.onnx"; std::string test_img_path = "../../../examples/lite/resources/test_lite_subpixel_cnn.jpg"; std::string save_img_path = "../../../logs/test_onnx_subpixel_cnn.jpg"; lite::onnxruntime::cv::resolution::SubPixelCNN *subpixel_cnn = new lite::onnxruntime::cv::resolution::SubPixelCNN(onnx_path); lite::types::SuperResolutionContent super_resolution_content; cv::Mat img_bgr = cv::imread(test_img_path); subpixel_cnn->detect(img_bgr, super_resolution_content); if (super_resolution_content.flag) cv::imwrite(save_img_path, super_resolution_content.mat); std::cout << "ONNXRuntime Version Done! Super Resolution Done." << std::endl; delete subpixel_cnn; #endif } static void test_mnn() { #ifdef ENABLE_MNN std::string mnn_path = "../../../hub/mnn/cv/subpixel-cnn.mnn"; std::string test_img_path = "../../../examples/lite/resources/test_lite_subpixel_cnn.jpg"; std::string save_img_path = "../../../logs/test_subpixel_cnn_mnn.jpg"; lite::mnn::cv::resolution::SubPixelCNN *subpixel_cnn = new lite::mnn::cv::resolution::SubPixelCNN(mnn_path); lite::types::SuperResolutionContent super_resolution_content; cv::Mat img_bgr = cv::imread(test_img_path); subpixel_cnn->detect(img_bgr, super_resolution_content); if (super_resolution_content.flag) cv::imwrite(save_img_path, super_resolution_content.mat); std::cout << "MNN Version Done! Super Resolution Done." << std::endl; delete subpixel_cnn; #endif } static void test_ncnn() { #ifdef ENABLE_NCNN std::string param_path = "../../../hub/ncnn/cv/subpixel-cnn.opt.param"; std::string bin_path = "../../../hub/ncnn/cv/subpixel-cnn.opt.bin"; std::string test_img_path = "../../../examples/lite/resources/test_lite_subpixel_cnn.jpg"; std::string save_img_path = "../../../logs/test_subpixel_cnn_ncnn.jpg"; lite::ncnn::cv::resolution::SubPixelCNN *subpixel_cnn = new lite::ncnn::cv::resolution::SubPixelCNN(param_path, bin_path); lite::types::SuperResolutionContent super_resolution_content; cv::Mat img_bgr = cv::imread(test_img_path); subpixel_cnn->detect(img_bgr, super_resolution_content); if (super_resolution_content.flag) cv::imwrite(save_img_path, super_resolution_content.mat); std::cout << "NCNN Version Done! Super Resolution Done." << std::endl; delete subpixel_cnn; #endif } static void test_tnn() { #ifdef ENABLE_TNN std::string proto_path = "../../../hub/tnn/cv/subpixel-cnn.opt.tnnproto"; std::string model_path = "../../../hub/tnn/cv/subpixel-cnn.opt.tnnmodel"; std::string test_img_path = "../../../examples/lite/resources/test_lite_subpixel_cnn.jpg"; std::string save_img_path = "../../../logs/test_subpixel_cnn_tnn.jpg"; lite::tnn::cv::resolution::SubPixelCNN *subpixel_cnn = new lite::tnn::cv::resolution::SubPixelCNN(proto_path, model_path); lite::types::SuperResolutionContent super_resolution_content; cv::Mat img_bgr = cv::imread(test_img_path); subpixel_cnn->detect(img_bgr, super_resolution_content); if (super_resolution_content.flag) cv::imwrite(save_img_path, super_resolution_content.mat); std::cout << "TNN Version Done! Super Resolution Done." << std::endl; delete subpixel_cnn; #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; }