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Open Source Computer Vision Library
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106 lines
3.9 KiB
106 lines
3.9 KiB
/*M/////////////////////////////////////////////////////////////////////////////////////// |
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// |
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// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. |
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// |
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// By downloading, copying, installing or using the software you agree to this license. |
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// If you do not agree to this license, do not download, install, |
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// copy or use the software. |
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// |
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// |
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// License Agreement |
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// For Open Source Computer Vision Library |
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// |
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// Copyright (C) 2010-2012, Multicoreware, Inc., all rights reserved. |
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// Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved. |
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// Third party copyrights are property of their respective owners. |
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// |
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// @Authors |
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// Fangfang Bai, fangfang@multicorewareinc.com |
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// Jin Ma, jin@multicorewareinc.com |
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// |
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// Redistribution and use in source and binary forms, with or without modification, |
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// are permitted provided that the following conditions are met: |
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// |
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// * Redistribution's of source code must retain the above copyright notice, |
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// this list of conditions and the following disclaimer. |
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// |
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// * Redistribution's in binary form must reproduce the above copyright notice, |
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// this list of conditions and the following disclaimer in the documentation |
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// and/or other oclMaterials provided with the distribution. |
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// |
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// * The name of the copyright holders may not be used to endorse or promote products |
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// derived from this software without specific prior written permission. |
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// |
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// This software is provided by the copyright holders and contributors as is and |
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// any express or implied warranties, including, but not limited to, the implied |
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// warranties of merchantability and fitness for a particular purpose are disclaimed. |
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// In no event shall the Intel Corporation or contributors be liable for any direct, |
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// indirect, incidental, special, exemplary, or consequential damages |
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// (including, but not limited to, procurement of substitute goods or services; |
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// loss of use, data, or profits; or business interruption) however caused |
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// and on any theory of liability, whether in contract, strict liability, |
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// or tort (including negligence or otherwise) arising in any way out of |
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// the use of this software, even if advised of the possibility of such damage. |
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// |
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//M*/ |
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#include "precomp.hpp" |
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///////////// Haar //////////////////////// |
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PERFTEST(Haar) |
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{ |
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Mat img = imread(abspath("basketball1.png"), IMREAD_GRAYSCALE); |
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if (img.empty()) |
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{ |
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throw runtime_error("can't open basketball1.png"); |
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} |
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CascadeClassifier faceCascadeCPU; |
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if (!faceCascadeCPU.load(abspath("haarcascade_frontalface_alt.xml"))) |
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{ |
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throw runtime_error("can't load haarcascade_frontalface_alt.xml"); |
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} |
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vector<Rect> faces; |
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SUBTEST << img.cols << "x" << img.rows << "; scale image"; |
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CPU_ON; |
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faceCascadeCPU.detectMultiScale(img, faces, |
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1.1, 2, 0 | CASCADE_SCALE_IMAGE, Size(30, 30)); |
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CPU_OFF; |
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vector<Rect> oclfaces; |
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ocl::OclCascadeClassifier faceCascade; |
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if (!faceCascade.load(abspath("haarcascade_frontalface_alt.xml"))) |
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{ |
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throw runtime_error("can't load haarcascade_frontalface_alt.xml"); |
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} |
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ocl::oclMat d_img(img); |
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WARMUP_ON; |
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faceCascade.detectMultiScale(d_img, oclfaces, |
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1.1, 2, 0 | CASCADE_SCALE_IMAGE, Size(30, 30)); |
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WARMUP_OFF; |
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if(faces.size() == oclfaces.size()) |
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TestSystem::instance().setAccurate(1, 0); |
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else |
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TestSystem::instance().setAccurate(0, abs((int)faces.size() - (int)oclfaces.size())); |
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faces.clear(); |
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GPU_ON; |
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faceCascade.detectMultiScale(d_img, oclfaces, |
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1.1, 2, 0 | CASCADE_SCALE_IMAGE, Size(30, 30)); |
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GPU_OFF; |
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GPU_FULL_ON; |
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d_img.upload(img); |
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faceCascade.detectMultiScale(d_img, oclfaces, |
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1.1, 2, 0 | CASCADE_SCALE_IMAGE, Size(30, 30)); |
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GPU_FULL_OFF; |
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} |