84 lines
1.9 KiB
C++
84 lines
1.9 KiB
C++
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//
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// Created by DefTruth on 2021/6/26.
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//
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#include "lite/lite.h"
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static void test_default()
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{
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std::string onnx_path = "../../../hub/onnx/cv/tiny-yolov3-11.onnx";
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std::string test_img_path = "../../../examples/lite/resources/test_lite_tiny_yolov3.jpg";
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std::string save_img_path = "../../../logs/test_lite_tiny_yolov3.jpg";
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lite::cv::detection::TinyYoloV3 *tiny_yolov3 = new lite::cv::detection::TinyYoloV3(onnx_path);
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std::vector<lite::types::Boxf> detected_boxes;
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cv::Mat img_bgr = cv::imread(test_img_path);
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tiny_yolov3->detect(img_bgr, detected_boxes);
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lite::utils::draw_boxes_inplace(img_bgr, detected_boxes);
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cv::imwrite(save_img_path, img_bgr);
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std::cout << "Default Version Done! Detected Boxes Num: " << detected_boxes.size() << std::endl;
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delete tiny_yolov3;
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}
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static void test_onnxruntime()
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{
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#ifdef ENABLE_ONNXRUNTIME
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std::string onnx_path = "../../../hub/onnx/cv/tiny-yolov3-11.onnx";
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std::string test_img_path = "../../../examples/lite/resources/test_lite_tiny_yolov3.jpg";
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std::string save_img_path = "../../../logs/test_onnx_tiny_yolov3.jpg";
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lite::onnxruntime::cv::detection::TinyYoloV3 *tiny_yolov3 =
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new lite::onnxruntime::cv::detection::TinyYoloV3(onnx_path);
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std::vector<lite::types::Boxf> detected_boxes;
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cv::Mat img_bgr = cv::imread(test_img_path);
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tiny_yolov3->detect(img_bgr, detected_boxes);
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lite::utils::draw_boxes_inplace(img_bgr, detected_boxes);
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cv::imwrite(save_img_path, img_bgr);
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std::cout << "ONNXRuntime Version Done! Detected Boxes Num: " << detected_boxes.size() << std::endl;
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delete tiny_yolov3;
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#endif
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}
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static void test_mnn()
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{
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#ifdef ENABLE_MNN
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#endif
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}
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static void test_ncnn()
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{
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#ifdef ENABLE_NCNN
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#endif
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}
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static void test_tnn()
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{
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#ifdef ENABLE_TNN
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#endif
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}
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static void test_lite()
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{
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test_default();
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test_onnxruntime();
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test_mnn();
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test_ncnn();
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test_tnn();
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}
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int main(__unused int argc, __unused char *argv[])
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{
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test_lite();
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return 0;
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}
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