/* * 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. */ #include "arm_compute/runtime/CL/functions/CLHOGDetector.h" #include "arm_compute/core/CL/kernels/CLHOGDetectorKernel.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/runtime/CL/CLScheduler.h" #include using namespace arm_compute; CLHOGDetector::CLHOGDetector() : _hog_detector_kernel(), _detection_windows(nullptr), _num_detection_windows() { } void CLHOGDetector::configure(const ICLTensor *input, const ICLHOG *hog, ICLDetectionWindowArray *detection_windows, const Size2D &detection_window_stride, float threshold, size_t idx_class) { _detection_windows = detection_windows; // Allocate buffer for storing the number of detected objects _num_detection_windows = cl::Buffer(CLScheduler::get().context(), CL_MEM_ALLOC_HOST_PTR | CL_MEM_READ_WRITE, sizeof(unsigned int)); // Configure HOGDetectorKernel _hog_detector_kernel.configure(input, hog, detection_windows, &_num_detection_windows, detection_window_stride, threshold, idx_class); } void CLHOGDetector::run() { cl::CommandQueue q = CLScheduler::get().queue(); // Reset number of detections const unsigned int init_num_detection_windows = _detection_windows->num_values(); q.enqueueWriteBuffer(_num_detection_windows, CL_FALSE, 0, sizeof(unsigned int), &init_num_detection_windows); // Run CLHOGDetectorKernel CLScheduler::get().enqueue(_hog_detector_kernel); // Read number of detections unsigned int num_detection_windows = 0; q.enqueueReadBuffer(_num_detection_windows, CL_TRUE, 0, sizeof(unsigned int), &num_detection_windows); // Update the number of values stored in _detection_windows _detection_windows->resize(static_cast(num_detection_windows)); q.flush(); }