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+// nono2 - programme du robot 2005
+//
+// Copyright (C) 2004 Olivier Gaillard
+//
+// Robot APB Team/Efrei 2004.
+// Web: http://assos.efrei.fr/robot/
+// Email: robot AT efrei DOT fr
+//
+// This program is free software; you can redistribute it and/or modify
+// it under the terms of the GNU General Public License as published by
+// the Free Software Foundation; either version 2 of the License, or
+// (at your option) any later version.
+//
+// This program is distributed in the hope that it will be useful,
+// but WITHOUT ANY WARRANTY; without even the implied warranty of
+// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+// GNU General Public License for more details.
+//
+// You should have received a copy of the GNU General Public License
+// along with this program; if not, write to the Free Software
+// Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
+
+#ifndef segmLearn_h
+#define segmLearn_h
+
+#include "segmNN.h"
+
+class SegmLearn : public SegmNN
+{
+ // memorise la popularité des noeuds pour enlever les sorties inefficaces
+ int *freq;
+
+ /// Genere des poids pour un noeud
+ void WeightsGen (int numNode);
+
+ public:
+ /// Constructeur
+ SegmLearn (Img *img);
+
+ /// Destructeur
+ virtual ~SegmLearn (void);
+
+ /// Apprentissage du NN
+ void TrainNN ();
+
+ /// Entraine plusieurs reseaux de neurones avec des parametres differents
+ void TestNN ();
+
+ /// Cree le NN
+ void BuildNN (int nbOutput, int loadFromFile);
+
+ /// Renvoie le code la couleur segmentee
+ virtual unsigned char GiveColor (unsigned char *x, bool testUndefined = false, bool indexProcess = false);
+};
+
+#endif // segmLearn_h