// Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // The code is based on: // https://github.com/CnybTseng/JDE/blob/master/platforms/common/jdetracker.h // Ths copyright of CnybTseng/JDE is as follows: // MIT License #pragma once #include #include #include #include "trajectory.h" namespace PaddleDetection { typedef std::map Match; typedef std::map::iterator MatchIterator; struct Track { int id; float score; cv::Vec4f ltrb; }; class JDETracker { public: static JDETracker *instance(void); virtual bool update(const cv::Mat &dets, const cv::Mat &emb, std::vector &tracks); private: JDETracker(void); virtual ~JDETracker(void) {} cv::Mat motion_distance(const TrajectoryPtrPool &a, const TrajectoryPool &b); void linear_assignment(const cv::Mat &cost, float cost_limit, Match &matches, std::vector &mismatch_row, std::vector &mismatch_col); void remove_duplicate_trajectory(TrajectoryPool &a, TrajectoryPool &b, float iou_thresh=0.15f); private: static JDETracker *me; int timestamp; TrajectoryPool tracked_trajectories; TrajectoryPool lost_trajectories; TrajectoryPool removed_trajectories; int max_lost_time; float lambda; float det_thresh; }; } // namespace PaddleDetection