/* * Copyright (c) 2017 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_CLHOGDETECTOR_H__ #define __ARM_COMPUTE_CLHOGDETECTOR_H__ #include "arm_compute/core/CL/OpenCL.h" #include "arm_compute/core/CL/kernels/CLHOGDetectorKernel.h" #include "arm_compute/core/IHOG.h" #include "arm_compute/runtime/IFunction.h" namespace arm_compute { /** Basic function to execute HOG detector based on linear SVM. This function calls the following OpenCL kernel: * * -# @ref CLHOGDetectorKernel * */ class CLHOGDetector : public IFunction { public: /** Default constructor */ CLHOGDetector(); /** Prevent instances of this class from being copied (As this class contains pointers) */ CLHOGDetector(const CLHOGDetector &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ CLHOGDetector &operator=(const CLHOGDetector &) = delete; /** Allow instances of this class to be moved */ CLHOGDetector(CLHOGDetector &&) = default; /** Allow instances of this class to be moved */ CLHOGDetector &operator=(CLHOGDetector &&) = default; /** Default destructor */ ~CLHOGDetector() = default; /** Initialise the kernel's input, output, HOG data object, detection window stride, threshold and index class * * @attention The function does not reset the number of values in @ref IDetectionWindowArray so it is caller's responsibility to clear it. * * @param[in] input Input tensor. It is the output of @ref CLHOGDescriptor. Data type supported: F32 * @param[in] hog HOG data-object that describes the HOG descriptor * @param[out] detection_windows Array of @ref DetectionWindow used to store the detected objects * @param[in] detection_window_stride Distance in pixels between 2 consecutive detection windows in x and y directions. * It must be multiple of the block stride stored in hog * @param[in] threshold (Optional) Threshold for the distance between features and SVM classifying plane * @param[in] idx_class (Optional) Index of the class used for evaluating which class the detection window belongs to */ void configure(const ICLTensor *input, const ICLHOG *hog, ICLDetectionWindowArray *detection_windows, const Size2D &detection_window_stride, float threshold = 0.0f, size_t idx_class = 0); // Inherited methods overridden: void run() override; private: CLHOGDetectorKernel _hog_detector_kernel; ICLDetectionWindowArray *_detection_windows; cl::Buffer _num_detection_windows; }; } #endif /* __ARM_COMPUTE_CLHOGDETECTOR_H__ */