| | |
| | | cudaSetDevice(old_gpu_index); |
| | | |
| | | return bbox_vec; |
| | | } |
| | | |
| | | YOLODLL_API std::vector<bbox_t> Detector::tracking(std::vector<bbox_t> cur_bbox_vec, int const frames_story) |
| | | { |
| | | 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; |
| | | } |