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Move ml to opencv_contrib #3636

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10 changes: 10 additions & 0 deletions modules/ml/CMakeLists.txt
Original file line number Diff line number Diff line change
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set(the_description "Machine Learning")

ocv_add_module(ml opencv_core WRAP java objc python)
ocv_glob_module_sources()
ocv_module_include_directories()
ocv_create_module()

ocv_add_accuracy_tests()
ocv_add_perf_tests()
ocv_add_samples(opencv_imgproc opencv_objdetect opencv_video)
60 changes: 60 additions & 0 deletions modules/ml/doc/ml.bib
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@inproceedings{RPROP93,
author = {Riedmiller, Martin and Braun, Heinrich},
title = {A direct adaptive method for faster backpropagation learning: The RPROP algorithm},
booktitle = {Neural Networks, 1993., IEEE International Conference on},
year = {1993},
pages = {586--591},
publisher = {IEEE}
}
@article{Kirkpatrick83,
author = {Kirkpatrick, S. and Gelatt, C. D. Jr and Vecchi, M. P.},
title = {Optimization by Simulated Annealing},
year = {1983},
pages = {671--680},
journal = {Science},
volume = {220},
number = {4598},
publisher = {American Association for the Advancement of Science},
url = {http://sci2s.ugr.es/sites/default/files/files/Teaching/GraduatesCourses/Metaheuristicas/Bibliography/1983-Science-Kirkpatrick-sim_anneal.pdf}
}
@incollection{bottou2010large,
title = {Large-scale machine learning with stochastic gradient descent},
author = {Bottou, L{\'e}on},
booktitle = {Proceedings of COMPSTAT'2010},
pages = {177--186},
year = {2010},
publisher = {Springer}
}
@article{LibSVM,
author = {Chang, Chih-Chung and Lin, Chih-Jen},
title = {LIBSVM: a library for support vector machines},
year = {2011},
pages = {27},
journal = {ACM Transactions on Intelligent Systems and Technology (TIST)},
volume = {2},
number = {3},
publisher = {ACM}
}
@book{Breiman84,
title = {Classification and regression trees},
author = {Breiman, Leo and Friedman, Jerome and Stone, Charles J and Olshen, Richard A},
year = {1984},
publisher = {CRC press},
url = {https://projecteuclid.org/download/pdf_1/euclid.aos/1016218223}
}
@article{HTF01,
author = {Trevor, Hastie and Robert, Tibshirani and Jerome, Friedman},
title = {The elements of statistical learning: data mining, inference and prediction},
year = {2001},
pages = {371--406},
journal = {New York: Springer-Verlag},
volume = {1},
number = {8},
url = {http://www.stat.auckland.ac.nz/~yee/784/files/ch09AdditiveModelsTrees.pdf}
}
@article{FHT98,
author = {Friedman, Jerome and Hastie, Trevor and Tibshirani, Robert},
title = {Additive Logistic Regression: a Statistical View of Boosting},
year = {1998},
url = {https://projecteuclid.org/download/pdf_1/euclid.aos/1016218223}
}
481 changes: 481 additions & 0 deletions modules/ml/doc/ml_intro.markdown

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