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test_lite_subpixel_cnn.cpp
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test_lite_subpixel_cnn.cpp
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//
// Created by DefTruth on 2021/6/26.
//
#include "lite/lite.h"
static void test_default()
{
std::string onnx_path = "../../../examples/hub/onnx/cv/subpixel-cnn.onnx";
std::string test_img_path = "../../../examples/lite/resources/test_lite_subpixel_cnn.jpg";
std::string save_img_path = "../../../examples/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 = "../../../examples/hub/onnx/cv/subpixel-cnn.onnx";
std::string test_img_path = "../../../examples/lite/resources/test_lite_subpixel_cnn.jpg";
std::string save_img_path = "../../../examples/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 = "../../../examples/hub/mnn/cv/subpixel-cnn.mnn";
std::string test_img_path = "../../../examples/lite/resources/test_lite_subpixel_cnn.jpg";
std::string save_img_path = "../../../examples/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 = "../../../examples/hub/ncnn/cv/subpixel-cnn.opt.param";
std::string bin_path = "../../../examples/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 = "../../../examples/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 = "../../../examples/hub/tnn/cv/subpixel-cnn.opt.tnnproto";
std::string model_path = "../../../examples/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 = "../../../examples/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;
}