// Copyright (c) 2022 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. #pragma once #include "ultra_infer/vision/common/processors/transform.h" #include "ultra_infer/vision/common/result.h" namespace ultra_infer { namespace vision { namespace detection { /*! @brief Postprocessor object for FastestDet serials model. */ class ULTRAINFER_DECL FastestDetPostprocessor { public: /** \brief Create a postprocessor instance for FastestDet serials model */ FastestDetPostprocessor(); /** \brief Process the result of runtime and fill to DetectionResult structure * * \param[in] tensors The inference result from runtime * \param[in] result The output result of detection * \param[in] ims_info The shape info list, record input_shape and * output_shape \return true if the postprocess succeeded, otherwise false */ bool Run(const std::vector &tensors, std::vector *results, const std::vector>> &ims_info); /// Set conf_threshold, default 0.65 void SetConfThreshold(const float &conf_threshold) { conf_threshold_ = conf_threshold; } /// Get conf_threshold, default 0.65 float GetConfThreshold() const { return conf_threshold_; } /// Set nms_threshold, default 0.45 void SetNMSThreshold(const float &nms_threshold) { nms_threshold_ = nms_threshold; } /// Get nms_threshold, default 0.45 float GetNMSThreshold() const { return nms_threshold_; } protected: float conf_threshold_; float nms_threshold_; float Sigmoid(float x); float Tanh(float x); }; } // namespace detection } // namespace vision } // namespace ultra_infer