/*M/////////////////////////////////////////////////////////////////////////////////////// // // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. // // By downloading, copying, installing or using the software you agree to this license. // If you do not agree to this license, do not download, install, // copy or use the software. // // // License Agreement // For Open Source Computer Vision Library // // Copyright (C) 2013, OpenCV Foundation, all rights reserved. // Third party copyrights are property of their respective owners. // // Redistribution and use in source and binary forms, with or without modification, // are permitted provided that the following conditions are met: // // * Redistribution's of source code must retain the above copyright notice, // this list of conditions and the following disclaimer. // // * Redistribution's in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other materials provided with the distribution. // // * The name of the copyright holders may not be used to endorse or promote products // derived from this software without specific prior written permission. // // This software is provided by the copyright holders and contributors "as is" and // any express or implied warranties, including, but not limited to, the implied // warranties of merchantability and fitness for a particular purpose are disclaimed. // In no event shall the Intel Corporation or contributors be liable for any direct, // indirect, incidental, special, exemplary, or consequential damages // (including, but not limited to, procurement of substitute goods or services; // loss of use, data, or profits; or business interruption) however caused // and on any theory of liability, whether in contract, strict liability, // or tort (including negligence or otherwise) arising in any way out of // the use of this software, even if advised of the possibility of such damage. // //M*/ #if defined(ENABLE_CAFFE_MODEL_TESTS) && defined(ENABLE_CAFFE_ALEXNET_TEST) //AlexNet is disabled now #include "test_precomp.hpp" #include "npy_blob.hpp" namespace cvtest { using namespace cv; using namespace cv::dnn; template<typename TString> static std::string _tf(TString filename) { return (getOpenCVExtraDir() + "/dnn/") + filename; } TEST(Reproducibility_AlexNet, Accuracy) { Net net; { Ptr<Importer> importer = createCaffeImporter(_tf("bvlc_alexnet.prototxt"), _tf("bvlc_alexnet.caffemodel")); ASSERT_TRUE(importer != NULL); importer->populateNet(net); } std::vector<Mat> inpMats; inpMats.push_back( imread(_tf("alexnet_0.png")) ); inpMats.push_back( imread(_tf("alexnet_1.png")) ); ASSERT_TRUE(!inpMats[0].empty() && !inpMats[1].empty()); net.setBlob(".data", Blob(inpMats)); net.forward(); Blob out = net.getBlob("prob"); Blob ref = blobFromNPY(_tf("alexnet.npy")); normAssert(ref, out, "prob"); } } #endif