| | |
| | | #endif // OPENCV |
| | | |
| | | #ifdef YOLODLL_EXPORTS |
| | | #if defined(_MSC_VER) |
| | | #define YOLODLL_API __declspec(dllexport) |
| | | #else |
| | | #define YOLODLL_API __attribute__((visibility("default"))) |
| | | #endif |
| | | #else |
| | | #if defined(_MSC_VER) |
| | | #define YOLODLL_API __declspec(dllimport) |
| | | #else |
| | | #define YOLODLL_API |
| | | #endif |
| | | #endif |
| | | |
| | | struct bbox_t { |
| | |
| | | YOLODLL_API Detector(std::string cfg_filename, std::string weight_filename, int gpu_id = 0); |
| | | YOLODLL_API ~Detector(); |
| | | |
| | | YOLODLL_API std::vector<bbox_t> detect(std::string image_filename, float thresh = 0.2); |
| | | YOLODLL_API std::vector<bbox_t> detect(image_t img, float thresh = 0.2); |
| | | YOLODLL_API std::vector<bbox_t> detect(std::string image_filename, float thresh = 0.2, bool use_mean = false); |
| | | YOLODLL_API std::vector<bbox_t> detect(image_t img, float thresh = 0.2, bool use_mean = false); |
| | | static YOLODLL_API image_t load_image(std::string image_filename); |
| | | static YOLODLL_API void free_image(image_t m); |
| | | YOLODLL_API int get_net_width(); |
| | | YOLODLL_API int get_net_height(); |
| | | |
| | | YOLODLL_API std::vector<bbox_t> tracking(std::vector<bbox_t> cur_bbox_vec, int const frames_story = 4); |
| | | |
| | | #ifdef OPENCV |
| | | std::vector<bbox_t> detect(cv::Mat mat, float thresh = 0.2) |
| | | std::vector<bbox_t> detect(cv::Mat mat, float thresh = 0.2, bool use_mean = false) |
| | | { |
| | | if(mat.data == NULL) |
| | | throw std::runtime_error("file not found"); |
| | | cv::Mat det_mat; |
| | | cv::resize(mat, det_mat, cv::Size(get_net_width(), get_net_height())); |
| | | auto image_ptr = mat_to_image(det_mat); |
| | | auto detection_boxes = detect(*image_ptr, thresh, use_mean); |
| | | float wk = (float)mat.cols / det_mat.cols, hk = (float)mat.rows / det_mat.rows; |
| | | for (auto &i : detection_boxes) i.x*=wk, i.w*= wk, i.y*=hk, i.h*=hk; |
| | | return detection_boxes; |
| | | } |
| | | |
| | | static std::shared_ptr<image_t> mat_to_image(cv::Mat img) |
| | | { |
| | | std::shared_ptr<image_t> image_ptr(new image_t, [](image_t *img) { free_image(*img); delete img; }); |
| | | *image_ptr = mat_to_image(mat); |
| | | return detect(*image_ptr, thresh); |
| | | std::shared_ptr<IplImage> ipl_small = std::make_shared<IplImage>(img); |
| | | *image_ptr = ipl_to_image(ipl_small.get()); |
| | | rgbgr_image(*image_ptr); |
| | | return image_ptr; |
| | | } |
| | | |
| | | private: |
| | | static image_t mat_to_image(cv::Mat img) |
| | | { |
| | | std::shared_ptr<IplImage> ipl_small = std::make_shared<IplImage>(img); |
| | | image_t im_small = ipl_to_image(ipl_small.get()); |
| | | rgbgr_image(im_small); |
| | | return im_small; |
| | | } |
| | | |
| | | static image_t ipl_to_image(IplImage* src) |
| | | { |
| | | unsigned char *data = (unsigned char *)src->imageData; |