| | |
| | | static YOLODLL_API image_t load_image(std::string image_filename); |
| | | static YOLODLL_API void free_image(image_t m); |
| | | |
| | | 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) |
| | | { |
| | | if(mat.data == NULL) |
| | | throw std::runtime_error("file not found"); |
| | | std::shared_ptr<image_t> image_ptr(new image_t, [](image_t *img) { free_image(*img); delete img; }); |
| | | *image_ptr = mat_to_image(mat); |
| | | auto image_ptr = mat_to_image(mat); |
| | | return detect(*image_ptr, thresh); |
| | | } |
| | | |
| | | private: |
| | | static image_t mat_to_image(cv::Mat img) |
| | | 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; }); |
| | | 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; |
| | | *image_ptr = ipl_to_image(ipl_small.get()); |
| | | rgbgr_image(*image_ptr); |
| | | return image_ptr; |
| | | } |
| | | |
| | | private: |
| | | static image_t ipl_to_image(IplImage* src) |
| | | { |
| | | unsigned char *data = (unsigned char *)src->imageData; |
| | |
| | | #endif // OPENCV |
| | | |
| | | std::deque<std::vector<bbox_t>> prev_bbox_vec_deque; |
| | | |
| | | public: |
| | | std::vector<bbox_t> tracking(std::vector<bbox_t> cur_bbox_vec, int const frames_story = 4) |
| | | { |
| | | bool prev_track_id_present = false; |
| | | for (auto &i : prev_bbox_vec_deque) |
| | | if (i.size() > 0) prev_track_id_present = true; |
| | | |
| | | static unsigned int track_id = 1; |
| | | |
| | | if(!prev_track_id_present) { |
| | | //track_id = 1; |
| | | for (size_t i = 0; i < cur_bbox_vec.size(); ++i) |
| | | cur_bbox_vec[i].track_id = track_id++; |
| | | prev_bbox_vec_deque.push_front(cur_bbox_vec); |
| | | if (prev_bbox_vec_deque.size() > frames_story) prev_bbox_vec_deque.pop_back(); |
| | | return cur_bbox_vec; |
| | | } |
| | | |
| | | std::vector<unsigned int> dist_vec(cur_bbox_vec.size(), std::numeric_limits<unsigned int>::max()); |
| | | |
| | | for (auto &prev_bbox_vec : prev_bbox_vec_deque) { |
| | | for (auto &i : prev_bbox_vec) { |
| | | int cur_index = -1; |
| | | for (size_t m = 0; m < cur_bbox_vec.size(); ++m) { |
| | | bbox_t const& k = cur_bbox_vec[m]; |
| | | if (i.obj_id == k.obj_id) { |
| | | unsigned int cur_dist = sqrt(((float)i.x - k.x)*((float)i.x - k.x) + ((float)i.y - k.y)*((float)i.y - k.y)); |
| | | if (cur_dist < 100 && (k.track_id == 0 || dist_vec[m] > cur_dist)) { |
| | | dist_vec[m] = cur_dist; |
| | | cur_index = m; |
| | | } |
| | | } |
| | | } |
| | | |
| | | bool track_id_absent = !std::any_of(cur_bbox_vec.begin(), cur_bbox_vec.end(), [&](bbox_t const& b) { return b.track_id == i.track_id; }); |
| | | |
| | | if (cur_index >= 0 && track_id_absent) |
| | | cur_bbox_vec[cur_index].track_id = i.track_id; |
| | | } |
| | | } |
| | | |
| | | for (size_t i = 0; i < cur_bbox_vec.size(); ++i) |
| | | if (cur_bbox_vec[i].track_id == 0) |
| | | cur_bbox_vec[i].track_id = track_id++; |
| | | |
| | | prev_bbox_vec_deque.push_front(cur_bbox_vec); |
| | | if (prev_bbox_vec_deque.size() > frames_story) prev_bbox_vec_deque.pop_back(); |
| | | |
| | | return cur_bbox_vec; |
| | | } |
| | | }; |
| | | |
| | | |