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Summer of Code - Getting Started: Difference between revisions
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→Adding functionality to Forge packages
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== Adding functionality to Forge packages == | == Adding functionality to Forge packages == | ||
=== Neural Networks package: Convolutional Neural Networks === | |||
Convolutional Neural Networks (CNNs) have recently become the state-of-the-art for image recognition and are widely used for solving classification and regression problems and for [https://github.com/tensorflow/tensorflow/blob/master/tensorflow/examples/tutorials/deepdream/deepdream.ipynb generating images]. The goal of the project is to implement a [https://it.mathworks.com/help/nnet/convolutional-neural-networks.html Matlab compatible] CNN toolbox using Google's library [https://www.tensorflow.org/ TensorFlow], which has a Python and C++ interface. | |||
* '''Required skills''' | |||
: C, C++, Python, m-file scripting, familiarity with Machine Learning algorithms, basic knowledge of Makefiles. | |||
* '''Difficulty''' | |||
: Difficult. | |||
* '''Mentor''' | |||
: [[User:Francesco Faccio|Francesco Faccio]] | |||
=== EPA hydrology software suite === | === EPA hydrology software suite === | ||
Create native interfaces to the EPA software suites. | Create native interfaces to the EPA software suites. | ||