RandomObjRecBrain.C

00001 /*!@file TestSuite/TestBrain.C Test Brain for object rec code */
00002 
00003 // //////////////////////////////////////////////////////////////////// //
00004 // The iLab Neuromorphic Vision C++ Toolkit - Copyright (C) 2001 by the //
00005 // University of Southern California (USC) and the iLab at USC.         //
00006 // See http://iLab.usc.edu for information about this project.          //
00007 // //////////////////////////////////////////////////////////////////// //
00008 // Major portions of the iLab Neuromorphic Vision Toolkit are protected //
00009 // under the U.S. patent ``Computation of Intrinsic Perceptual Saliency //
00010 // in Visual Environments, and Applications'' by Christof Koch and      //
00011 // Laurent Itti, California Institute of Technology, 2001 (patent       //
00012 // pending; application number 09/912,225 filed July 23, 2001; see      //
00013 // http://pair.uspto.gov/cgi-bin/final/home.pl for current status).     //
00014 // //////////////////////////////////////////////////////////////////// //
00015 // This file is part of the iLab Neuromorphic Vision C++ Toolkit.       //
00016 //                                                                      //
00017 // The iLab Neuromorphic Vision C++ Toolkit is free software; you can   //
00018 // redistribute it and/or modify it under the terms of the GNU General  //
00019 // Public License as published by the Free Software Foundation; either  //
00020 // version 2 of the License, or (at your option) any later version.     //
00021 //                                                                      //
00022 // The iLab Neuromorphic Vision C++ Toolkit is distributed in the hope  //
00023 // that it will be useful, but WITHOUT ANY WARRANTY; without even the   //
00024 // implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR      //
00025 // PURPOSE.  See the GNU General Public License for more details.       //
00026 //                                                                      //
00027 // You should have received a copy of the GNU General Public License    //
00028 // along with the iLab Neuromorphic Vision C++ Toolkit; if not, write   //
00029 // to the Free Software Foundation, Inc., 59 Temple Place, Suite 330,   //
00030 // Boston, MA 02111-1307 USA.                                           //
00031 // //////////////////////////////////////////////////////////////////// //
00032 //
00033 // Primary maintainer for this file: Lior Elazary
00034 // $HeadURL: svn://isvn.usc.edu/software/invt/trunk/saliency/src/NeovisionII/ObjRec/RandomObjRecBrain.C $
00035 // $Id: RandomObjRecBrain.C 12962 2010-03-06 02:13:53Z irock $
00036 //
00037 
00038 #include "Image/Image.H"
00039 #include "Image/ColorOps.H"
00040 #include "Image/CutPaste.H"
00041 #include "Image/ShapeOps.H"
00042 #include "Image/Rectangle.H"
00043 #include "Image/MathOps.H"
00044 #include "Image/MatrixOps.H"
00045 #include "Image/Transforms.H"
00046 #include "Image/Convolutions.H"
00047 #include "nub/ref.h"
00048 #include "Util/Types.H"
00049 #include "Util/MathFunctions.H"
00050 #include "Util/log.H"
00051 #include "TestSuite/ObjRecBrain.h"
00052 
00053 
00054 #include <stdio.h>
00055 #include <vector>
00056 #include <string>
00057 
00058 struct ObjectDBData
00059 {
00060   char name[255];
00061 };
00062 
00063 class RandomBrain : public ObjRecBrain
00064 {
00065 
00066   public:
00067   RandomBrain(std::string dbFile) :
00068     itsObjectsDBFile(dbFile)
00069   {
00070     initRandomNumbersZero(); //To have the same output all the time
00071   }
00072 
00073   ~RandomBrain()
00074   {
00075   }
00076 
00077   void preTraining()
00078   {
00079     itsFP = fopen(itsObjectsDBFile.c_str(), "wb");
00080     if (itsFP == NULL)
00081       LFATAL("Error loading data file");
00082   }
00083 
00084   void onTraining(Image<PixRGB<byte> > &img, ObjectData& objData)
00085   {
00086     ObjectDBData obj;
00087     strcpy(obj.name, objData.name.c_str());
00088 
00089     fwrite(&obj, 1, sizeof(ObjectDBData), itsFP);
00090 
00091   };
00092   void postTraining()
00093   {
00094     fclose(itsFP);
00095   }
00096 
00097 
00098   void preRecognition()
00099   {
00100     itsFP = fopen(itsObjectsDBFile.c_str(), "r");
00101     if (itsFP == NULL)
00102       LFATAL("Error loading data file");
00103 
00104     itsObjects.clear();
00105     while(1)
00106     {
00107       ObjectDBData obj;
00108       int ret = fread(&obj, 1, sizeof(ObjectDBData), itsFP);
00109       if (ret == 0)
00110         break;
00111       itsObjects.push_back(obj.name);
00112     }
00113     fclose(itsFP);
00114   }
00115 
00116   ObjectData onRecognition(Image<PixRGB<byte> > &img)
00117   {
00118 
00119     ObjectData obj;
00120     if (itsObjects.size() > 0)
00121       obj.name = itsObjects.at(randomUpToNotIncluding(itsObjects.size()));
00122     else
00123       obj.name = "unknown";
00124 
00125     obj.confidence = 100;
00126 
00127     return obj;
00128   }
00129 
00130   void postRecognition()
00131   {
00132   }
00133 
00134   private:
00135     FILE* itsFP;
00136     std::vector<std::string> itsObjects;
00137     std::string itsObjectsDBFile;
00138 
00139 };
00140 
00141 //Create and destory the brain
00142 extern "C" ObjRecBrain* createObjRecBrain(std::string dbFile)
00143 {
00144   return new RandomBrain(dbFile);
00145 }
00146 
00147 extern "C" void destoryObjRecBrain(ObjRecBrain* brain)
00148 {
00149   delete brain;
00150 }
00151 
00152 
00153 int main(const int argc, const char **argv)
00154 {
00155   LFATAL("Use test-ObjRec");
00156   return 0;
00157 }
00158 
00159 // ######################################################################
00160 /* So things look consistent in everyone's emacs... */
00161 /* Local Variables: */
00162 /* indent-tabs-mode: nil */
00163 /* End: */
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