87 lines
2.1 KiB
C++
87 lines
2.1 KiB
C++
|
//
|
||
|
|
// Created by DefTruth on 2021/8/15.
|
||
|
|
//
|
||
|
|
|
||
|
|
#include "lite/lite.h"
|
||
|
|
|
||
|
|
static void test_default()
|
||
|
|
{
|
||
|
|
std::string onnx_path = "../../../hub/onnx/cv/efficientdet-d8.onnx";
|
||
|
|
std::string test_img_path = "../../../examples/lite/resources/test_lite_detection_1.jpg";
|
||
|
|
std::string save_img_path = "../../../logs/test_lite_efficientdet_d8_1.jpg";
|
||
|
|
|
||
|
|
// 1. Test Default Engine ONNXRuntime
|
||
|
|
lite::cv::detection::EfficientDetD8 *efficientdet_d8 =
|
||
|
|
new lite::cv::detection::EfficientDetD8(onnx_path, 8); // default
|
||
|
|
|
||
|
|
std::vector<lite::types::Boxf> detected_boxes;
|
||
|
|
cv::Mat img_bgr = cv::imread(test_img_path);
|
||
|
|
efficientdet_d8->detect(img_bgr, detected_boxes);
|
||
|
|
|
||
|
|
lite::utils::draw_boxes_inplace(img_bgr, detected_boxes);
|
||
|
|
|
||
|
|
cv::imwrite(save_img_path, img_bgr);
|
||
|
|
|
||
|
|
std::cout << "Default Version Detected Boxes Num: " << detected_boxes.size() << std::endl;
|
||
|
|
|
||
|
|
delete efficientdet_d8;
|
||
|
|
|
||
|
|
}
|
||
|
|
|
||
|
|
static void test_onnxruntime()
|
||
|
|
{
|
||
|
|
#ifdef ENABLE_ONNXRUNTIME
|
||
|
|
std::string onnx_path = "../../../hub/onnx/cv/efficientdet-d8.onnx";
|
||
|
|
std::string test_img_path = "../../../examples/lite/resources/test_lite_detection_2.jpg";
|
||
|
|
std::string save_img_path = "../../../logs/test_onnx_efficientdet_d8_2.jpg";
|
||
|
|
|
||
|
|
// 2. Test Specific Engine ONNXRuntime
|
||
|
|
lite::onnxruntime::cv::detection::EfficientDetD8 *efficientdet_d8 =
|
||
|
|
new lite::onnxruntime::cv::detection::EfficientDetD8(onnx_path, 8);
|
||
|
|
|
||
|
|
std::vector<lite::types::Boxf> detected_boxes;
|
||
|
|
cv::Mat img_bgr = cv::imread(test_img_path);
|
||
|
|
efficientdet_d8->detect(img_bgr, detected_boxes);
|
||
|
|
|
||
|
|
lite::utils::draw_boxes_inplace(img_bgr, detected_boxes);
|
||
|
|
|
||
|
|
cv::imwrite(save_img_path, img_bgr);
|
||
|
|
|
||
|
|
std::cout << "ONNXRuntime Version Detected Boxes Num: " << detected_boxes.size() << std::endl;
|
||
|
|
|
||
|
|
delete efficientdet_d8;
|
||
|
|
#endif
|
||
|
|
}
|
||
|
|
|
||
|
|
static void test_mnn()
|
||
|
|
{
|
||
|
|
#ifdef ENABLE_MNN
|
||
|
|
#endif
|
||
|
|
}
|
||
|
|
|
||
|
|
static void test_ncnn()
|
||
|
|
{
|
||
|
|
#ifdef ENABLE_NCNN
|
||
|
|
#endif
|
||
|
|
}
|
||
|
|
|
||
|
|
static void test_tnn()
|
||
|
|
{
|
||
|
|
#ifdef ENABLE_TNN
|
||
|
|
#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;
|
||
|
|
}
|