Detail produktu
CrossLocate: Cross-Modal Large-Scale Visual Geo-Localization in Natural Environments using Rendered Modalities
Vznik: 2022
Čadík Martin, doc. Ing., Ph.D. (UPGM FIT VUT)
Brejcha Jan, Ing., Ph.D. (UPGM FIT VUT)
vizuální geo-localizace, cross-modal, large-scale, image retrieval, přírodní prostředí, rendered modalities, hluboké učení
Software CrossLocate implementuje stejnojmenný výzkumný článek publikovaný na konferenci WACV 2022. CrossLocate je metoda hlubokého učení realizující vizuální geo-lokalizaci, tedy určování geografického původu fotografií, které mohou být pořízeny v přírodních prostředích, jako jsou hory. V rámci tohoto softwaru je možné lokalizační metodu natrénovat a vyhodnotit nad poskytnutou datovou sadou.
Pro bližší informace a dodatečné materiály prosím navštivte webovou stránku projektu: http://cphoto.fit.vutbr.cz/crosslocate/
Využití je možné na základě následující licence:
Copyright 2022 CPhoto@FIT Brno University of Technology,
Faculty of Information Technology, Božetěchova 2, 612 00, Brno, Czech Republic
Redistribution and use in source code form, with or without modification, are
permitted provided that the following conditions are met:
1. Redistributions must retain the above copyright notice, this list of
conditions and the following disclaimer.
2. Neither the name of the copyright holder nor the names of its contributors
may be used to endorse or promote products derived from this software
without specific prior written permission.
3. Redistributions must be pursued only for non-commercial research
collaboration and demonstration purposes.
4. Where separate files retain their original licence terms
(e.g. MPL 2.0, Apache licence), these licence terms are announced, prevail
these terms and must be complied.
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 FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.
IN NO EVENT SHALL THE COPYRIGHT HOLDER 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
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(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.