C# 머신러닝, 컴퓨터비전 관련 라이브러리 Accord.NET framework

홈페이지

http://accord-framework.net/

http://code.google.com/p/accord/

 

설치 및 사용 방법이 여기?

http://code.google.com/p/accord/wiki/GettingStarted

 

youtube 동영상들

http://www.youtube.com/results?search_query=c%23+accord.net

 

요 새끼가 비디오 많이 올렸던데

http://www.youtube.com/user/cesarrsouza/videos

 

레퍼런스 매뉴얼

Complete class reference, MSDN-style. Contains example source code and code snippets for the many features of the framework.

http://accord-framework.net/docs/Index.html

 

publications (참고 논문들인가?)

http://accord-framework.net/publications.html

 

Licnese 

http://accord-framework.net/license.html

 The framework is licensed under the GNU Lesser Public License v2.1

What does that means? 

Note: I am not a lawyer, and the following should not be seen, by any means, as any kind of legal advice. They do not substitute the license text, and the only valid legal terms are the ones specified in the contents of the GNU Lesser General Public License text file. If in doubt, consult a lawyer. 

Can I use Accord.NET in my commercial applications?

Absolutely yes. But restrictions may apply, and you might want to check the actual license text for those details.

Will I need to disclose my source code if I link against this library?

No, as long as you don't touch any of the framework's own source code files. If you just link against the framework .dll files, then everything should be fine. Note that this is the most common case (and the intended use) scenario. 

However, if you make modifications to the framework source code, and redistribute this modified version (i.e. compile a modified version of the framework itself), then you will need to distribute those modifications under the LGPL, to whomever you chose to distribute this modified version to. 

So if I alter any of the framework's source code files and link against this modified version, will I have to disclose my application code? 

No. Your application would be fine. The problem would be the modified version of the framework: if you would like to continue using the framework, you can open just the modifications you made to the framework's source code, and not the code of your consumer application.

Also, please note that neither the GPL nor the LGPL obligate you to disclose your code. If you distribute a modified version without abiding by the LGPL terms, you will be violating the license terms and thus lose your grant to continue using the library. Most likely you will have two options: continue using the library and disclose your modifications under the LGPL, or stop distributing the modified software altogether. 

Additional software

Great part of the open-source software ecosystem is based in the sharing and reuse of source code. As such, the framework also makes use of several excelent works shared by other users under LGPL-compatible licenses. For a complete list of such software, please consult the Copyrights.txt text file in the framework's main folder. 

원문은 더보기 눌러서 보고 상용 프로그램에 Accord.NET을 써도 된다고 한다. 그러나 제한이 있을 수 있으므로 license text를 읽어봐라.(GNU Lesser General Public License text file)

요게 라이센스 텍스트 인듯

https://github.com/accord-net/framework/blob/master/Copyright.txt

The Accord.NET Framework

Copyright (c) 2009-2013, César Roberto de Souza <cesarsouza at gmail.com>

    This library is free software; you can redistribute it and/or modify it under the terms of
    the GNU Lesser General Public License as published by the Free Software Foundation; either
    version 2.1 of the License, or (at your option) any later version.

    The copyright holders provide no reassurances that the source code provided does
    not infringe any patent, copyright, or any other intellectual property rights of
    third parties. The copyright holders disclaim any liability to any recipient for
    claims brought against recipient by any third party for infringement of that parties
    intellectual property rights.

    This library 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 Lesser General Public License for more details.

    You should have received a copy of the GNU Lesser General Public License
    along with this program.  If not, see <http://www.gnu.org/licenses/>.


Some modules of this library are distributed under the GPL, and not the LGPL. Those modules
have been marked with .GPL.dll in their name. All relevant licensing information should also
be accompanying each respective source code. Please see relevant source headers for details.

The documentation sections contains references to Wikipedia and is thus entirely available under the
Creative Commons Attribution/Share-Alike License. All referenced sections include a hyperlink to the
original article page. If you think you have found something which has not been properly linked, please
let me know so it can be corrected.

Overall framework architecture and style was greatly inspired by AForge.NET. The AForge.NET
Framework is a copyrighted work by Andrew Kirillov. This framework (Accord.NET) is in no way
affiliated with AForge.NET, its authors or contributors.



This library also contains routines adapted from Lutz Roeder's Mapack for .NET, LAPACK and Jama
routines. Jama has been released under the public domain. LAPACK has been released under a compatible
3-clause BSD license, listed below. Original ArrayDataView code is copyright (c) 2004 Mihail Stefanov,
licensed under the LGPL with permission of the original author. Original SortableBindingList source
code is copyright (c) 2008 Tim Van Wassenhove, licensed under the LGPL with permission of the original
author. Statistics module contains code for computing the Kolmogorov-Smirnov distribution based on
original code by Richard Simard, redistributed under the LGPL with permission of the original author.
Imaging module contains code for Gabor filter based on the original code by Max Bügler, redistributed
under the LGPL with permission of the original author. 

The Augmented Lagrangian Solver implementation is based on the NLopt Numerical Optimization Library, 
copyright (c) 2008 Steven G. Johnson, distributed under the MIT license. Some image filters have been
contributed by Diego Catalano, distributed under the LGPL license and included with permission of the
original author. Mathematics module includes the Kinematic joint models by Rémy Dispagne, licensed
under the LGPL with permission of the original author. The Haar Object detector contains contributions
from Darko Jurić, added with permission of the original author.

The Accord.Vision module includes definitions for Haar Cascades created by Modesto Castrillon-Santana,
distributed under the LGPL with permission of the original author. The SURF interest points detector
implementation is based on code by Christopher Evans, licensed under the LGPL with permission of the
original author. The FAST corners detector has been created using a code generation tool created by
Edward Rosten, distributed under a compatible 3-clause BSD license, listed below. The Camshift tracker
implementation is based on the FaceIt ActionScript Camshift tracker, copyright (c) 2009 Benjamin Jung,
distributed under the MIT license, listed below. The Project Marilena is copyright (c) 2008 Masakazu
Ohtsuka, distributed under a compatible 2-clause BSD license, listed below. See actual sources for
details. 



Below are the licenses applying to specific sections of the code. Those are not
applicable to the work as a whole (the Framework), but to the specifics of each
portion of the framework. See actual sources for details.


The FaceIt Library - Copyright (C) 2009 Benjamin Jung

     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.


The Marilena Project - Copyright (C) 2008 Masakazu Ohtsuka

     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.

     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.


The FAST corners detector - Copyright (C) 2006-2010 Edward Rosten

     Redistribution and use in source and binary forms, with or without
     modification, are permitted provided that the following conditions
     are met:

       * Redistributions of source code must retain the above copyright
         notice, this list of conditions and the following disclaimer.

       * Redistributions 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.

       * Neither the name of the University of Cambridge nor the names of 
         its contributors may 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 COPYRIGHT OWNER 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.


The Cephes Math Library - Copyright (C) 1984-2000 Stephen L. Moshier

     Release 2.8 - June, 2000 Copyright 1984, 1987, 1988, 2000 by Stephen L. Moshier

       Some software in this archive may be from the book _Methods and
     Programs for Mathematical Functions_ (Prentice-Hall or Simon & Schuster
     International, 1989) or from the Cephes Mathematical Library, a
     commercial product. In either event, it is copyrighted by the author.
     What you see here may be used freely but it comes with no support or
     guarantee.

       The two known misprints in the book are repaired here in the
     source listings for the gamma function and the incomplete beta
     integral.


       Stephen L. Moshier
       moshier@na-net.ornl.gov


The LAPACK Linear Algebra Package - Copyright (C) 1992-2010

     Copyright (c) 1992-2010 The University of Tennessee and The University of Tennessee Research Foundation.  All rights reserved.
     Copyright (c) 2000-2010 The University of California Berkeley. All rights reserved.
     Copyright (c) 2006-2010 The University of Colorado Denver. All rights reserved.

     Redistribution and use in source and binary forms, with or without
     modification, are permitted provided that the following conditions are
     met:

     - Redistributions of source code must retain the above copyright
       notice, this list of conditions and the following disclaimer.
 
     - Redistributions in binary form must reproduce the above copyright
       notice, this list of conditions and the following disclaimer listed
       in this license in the documentation and/or other materials
       provided with the distribution.

     - Neither the name of the copyright holders nor the names of its
       contributors may be used to endorse or promote products derived from
       this software without specific prior written permission.

     The copyright holders provide no reassurances that the source code
     provided does not infringe any patent, copyright, or any other
     intellectual property rights of third parties.  The copyright holders
     disclaim any liability to any recipient for claims brought against
     recipient by any third party for infringement of that parties
     intellectual property rights.

     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 COPYRIGHT
     OWNER 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.


NLopt Numerical Optimization Library

    Copyright (c) 2007-2011 Massachusetts Institute of Technology

    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. 


 Peter Kovesi's Computer Vision functions - Copyright (c) 1995-2010 Peter Kovesi

    Copyright (c) 1995-2010 Peter Kovesi
    Centre for Exploration Targeting
    School of Earth and Environment
    The University of Western Australia

    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.

샘플들 (관련 동영상들도 있음)

http://accord-framework.net/samples.html

Audio - Fourier, Recorder, Beat detection

Imaging - Image classification(Bag of Visual Words - BoW), Corners detection (FAST / Harris / SURF), 

              Image stitching (FREAK / Harris / SURF), Wavelets

Machine Learning - Handwriting (Multi-class SVM), RANdom SAmple Consensus(RANSAC), 

                            Classification(Kernel SVM / Naive Bayes / Decision Trees),

                            Regression (Kernel SVM), Clustering (K-Means and MeanShift, Gaussian Mixture Models)

Mathematics - Quadratic Programming (QP) Solver, Denavit-Hartenberg Kinematics

Neuro - Classification (Levenberg-Marquardt), Deep Belief Networks and Boltzmann Machines, 

            Levenberg-Marquardt, Resilient Backpropagation (RProp)

Statistics - Handwriting (KDA), Hidden Markov Models, Kernel Discriminant Analysis (KDA),

                Kernel Principal Component Analysis(KPCA), Linear Discriminant Analysis (LDA),

                Principal Component Analysis (PCA), Independent Component Analysis (ICA),

                Partial Least Squares (PLS), Linear and Logistic Regression Analysis,

                Receiver Operating Characteristic(ROC), Cox's Proportional Hazards,

                Mouse Gesture Recognition

Vision - Face Detection (Haar object detector), Face Tracking (Camshift), Head-based Controller, 

            Color glove segmentation and tracking

Video - Screencast Capture Lite

 

 

다음, 네이버, 구글, 아마존에 accord.net으로 검색해보니깐 책은 없드라. 위에 홈페이지에서 다운받고 뭐 PDF 읽어서 사용해야 되는 듯. 근데 툭 던져준다고 아무거나 쓸 수 있는 것은 아니고 샘플이 있으면 그거나 좀 보고 도전하면 좋은데.

 

140626--------------- 

라이센스 조사, 매뉴얼 어딨는지 확인 끝났음

앞으로 할 일

-설치

-라이브러리 추가 방법

-라이브러리 자료형 등 숙지

-라이브러리 함수 사용 테스트

-매뉴얼 사용방법 숙지