/* * Copyright (c) 2018-2019 Arm Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * 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 ARM_COMPUTE_CPP_DETECTION_OUTPUT_LAYER_H #define ARM_COMPUTE_CPP_DETECTION_OUTPUT_LAYER_H #include "arm_compute/runtime/CPP/ICPPSimpleFunction.h" #include "arm_compute/core/Types.h" namespace arm_compute { class ITensor; /** CPP Function to generate the detection output based on location and confidence * predictions by doing non maximum suppression. * * @note Intended for use with MultiBox detection method. */ class CPPDetectionOutputLayer : public IFunction { public: /** Default constructor */ CPPDetectionOutputLayer(); /** Configure the detection output layer CPP kernel * * @param[in] input_loc The mbox location input tensor of size [C1, N]. Data types supported: F32. * @param[in] input_conf The mbox confidence input tensor of size [C2, N]. Data types supported: F32. * @param[in] input_priorbox The mbox prior box input tensor of size [C3, 2, N]. Data types supported: F32. * @param[out] output The output tensor of size [7, M]. Data types supported: Same as @p input * @param[in] info (Optional) DetectionOutputLayerInfo information. * * @note Output contains all the detections. Of those, only the ones selected by the valid region are valid. */ void configure(const ITensor *input_loc, const ITensor *input_conf, const ITensor *input_priorbox, ITensor *output, DetectionOutputLayerInfo info = DetectionOutputLayerInfo()); /** Static function to check if given info will lead to a valid configuration of @ref CPPDetectionOutputLayer * * @param[in] input_loc The mbox location input tensor info. Data types supported: F32. * @param[in] input_conf The mbox confidence input tensor info. Data types supported: F32. * @param[in] input_priorbox The mbox prior box input tensor info. Data types supported: F32. * @param[in] output The output tensor info. Data types supported: Same as @p input * @param[in] info (Optional) DetectionOutputLayerInfo information. * * @return a status */ static Status validate(const ITensorInfo *input_loc, const ITensorInfo *input_conf, const ITensorInfo *input_priorbox, const ITensorInfo *output, DetectionOutputLayerInfo info = DetectionOutputLayerInfo()); // Inherited methods overridden: void run() override; /** Prevent instances of this class from being copied (As this class contains pointers) */ CPPDetectionOutputLayer(const CPPDetectionOutputLayer &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ CPPDetectionOutputLayer &operator=(const CPPDetectionOutputLayer &) = delete; private: const ITensor *_input_loc; const ITensor *_input_conf; const ITensor *_input_priorbox; ITensor *_output; DetectionOutputLayerInfo _info; int _num_priors; int _num; std::vector _all_location_predictions; std::vector>> _all_confidence_scores; std::vector _all_prior_bboxes; std::vector> _all_prior_variances; std::vector _all_decode_bboxes; std::vector>> _all_indices; }; } // namespace arm_compute #endif /* ARM_COMPUTE_CPP_DETECTION_OUTPUT_LAYER_H */