/************************************************************************* * Copyright (C) [2019] by Cambricon, Inc. 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 * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS * OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL * THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN * THE SOFTWARE. *************************************************************************/ #ifndef EDK_SAMPLES_CNPOSTPROC_H_ #define EDK_SAMPLES_CNPOSTPROC_H_ #include #include #include #include "cxxutil/exception.h" #include "easytrack/easy_track.h" namespace edk { class CnPostproc { public: virtual ~CnPostproc() {} void set_threshold(const float threshold); /********************************************************* * @brief post proc * @param * net_outputs[in]: net_outputs[index].first is the neuron * network's output. net_outputs[index].second is length. *********************************************************/ std::vector Execute(const std::vector>& net_outputs); protected: /********************************************************* * @brief called by Execute *********************************************************/ virtual std::vector Postproc(const std::vector>& net_outputs) = 0; float threshold_ = 0; }; // class CnPostproc class ClassificationPostproc : public CnPostproc { protected: std::vector Postproc(const std::vector>& net_outputs) override; }; // class ClassificationPostproc class SsdPostproc : public CnPostproc { protected: std::vector Postproc(const std::vector>& net_outputs) override; }; // class SsdPostproc class Yolov3Postproc : public CnPostproc { public: inline void set_padl_ratio(float ratio) { padl_ratio_ = ratio; } inline void set_padb_ratio(float ratio) { padb_ratio_ = ratio; } inline void set_padr_ratio(float ratio) { padr_ratio_ = ratio; } inline void set_padt_ratio(float ratio) { padt_ratio_ = ratio; } inline float padl_ratio() const { return padl_ratio_; } inline float padb_ratio() const { return padb_ratio_; } inline float padr_ratio() const { return padr_ratio_; } inline float padt_ratio() const { return padt_ratio_; } protected: std::vector Postproc(const std::vector>& net_outputs) override; private: /******************************************************************* * padl_ratio_: left pad / width in preprocessing. * padb_ratio_: bottom pad / width in preprocessing. * padr_ratio_: right pad / width in preprocrssing. * padt_ratio_: top pad / width in preprocessing. *******************************************************************/ float padl_ratio_ = 0, padb_ratio_ = 0, padr_ratio_ = 0, padt_ratio_ = 0; }; // class Yolov3Postproc } // namespace edk #endif // EDK_SAMPLES_CNPOSTPROC_H_