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CaffeLink: Mathematica binding for Caffe Deep Learning Framework

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F15%3A00235354" target="_blank" >RIV/68407700:21230/15:00235354 - isvavai.cz</a>

  • Result on the web

    <a href="http://www.ims2015.net/proceedings/" target="_blank" >http://www.ims2015.net/proceedings/</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    CaffeLink: Mathematica binding for Caffe Deep Learning Framework

  • Original language description

    In this paper we present CaffeLink an open-source library for Mathematica which is a binding of a well-established Caffe deep learning framework. Caffe is a highly-optimized CUDA accelerated library with focus on convolutional neural networks written inC++ with Python and Matlab bindings. CaffeLink is based upon Mathematica's LibraryLink. It makes accessible most features of Caffe directly from Mathematica environment which includes work with datasets, building networks, training them as well as evaluating them. Here we present an overview of the CaffeLink library with examples on MNIST and ImageNet datasets.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2015

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings of the 12th International Mathematica Symposium

  • ISBN

    978-80-01-05623-3

  • ISSN

  • e-ISSN

  • Number of pages

    11

  • Pages from-to

  • Publisher name

    ČVUT, Fakulta elektrotechnická

  • Place of publication

    Praha

  • Event location

    Praha

  • Event date

    Jan 12, 2015

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article