/* * Copyright (c) 2017-2019 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_CLHOGDETECTORKERNEL_H #define ARM_COMPUTE_CLHOGDETECTORKERNEL_H #include "arm_compute/core/CL/ICLArray.h" #include "arm_compute/core/CL/ICLHOG.h" #include "arm_compute/core/CL/ICLKernel.h" #include "arm_compute/core/CL/OpenCL.h" namespace cl { class Buffer; } namespace arm_compute { class ICLTensor; /** OpenCL kernel to perform HOG detector kernel using linear SVM */ class CLHOGDetectorKernel : public ICLKernel { public: /** Default constructor */ CLHOGDetectorKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ CLHOGDetectorKernel(const CLHOGDetectorKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ CLHOGDetectorKernel &operator=(const CLHOGDetectorKernel &) = delete; /** Allow instances of this class to be moved */ CLHOGDetectorKernel(CLHOGDetectorKernel &&) = default; /** Allow instances of this class to be moved */ CLHOGDetectorKernel &operator=(CLHOGDetectorKernel &&) = default; /** Default destructor */ ~CLHOGDetectorKernel() = default; /** Initialise the kernel's input, HOG data-object, detection window, the stride of the detection window, the threshold and index of the object to detect * * @param[in] input Input tensor which stores the HOG descriptor obtained with @ref CLHOGOrientationBinningKernel. Data type supported: F32. Number of channels supported: equal to the number of histogram bins per block * @param[in] hog HOG data object used by @ref CLHOGOrientationBinningKernel and @ref CLHOGBlockNormalizationKernel * @param[out] detection_windows Array of @ref DetectionWindow. This array stores all the detected objects * @param[in] num_detection_windows Number of 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 hog->info()->block_stride() * @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, cl::Buffer *num_detection_windows, const Size2D &detection_window_stride, float threshold = 0.0f, uint16_t idx_class = 0); // Inherited methods overridden: void run(const Window &window, cl::CommandQueue &queue); private: const ICLTensor *_input; ICLDetectionWindowArray *_detection_windows; cl::Buffer *_num_detection_windows; }; } // namespace arm_compute #endif /* ARM_COMPUTE_CLHOGDETECTORKERNEL_H */