Big Data Community Algorithms: Deep Learning for Mapping

In this presentation, I build on an example of sea ice mapping using SAR imagery, and present a wishlist for a community-approach to sharing memory, processing and deep learning (pre-trained) model resources for earth observations.

Bibliographic Details
Main Author: Karimzadeh, Morteza
Format: Conference Object
Language:unknown
Published: 2022
Subjects:
Earth Observations
Deep Learning
Pre-trained models
SAR
Sea Ice
Sea ice
Online Access:https://zenodo.org/record/6320982
https://doi.org/10.5281/zenodo.6320982
id ftzenodo:oai:zenodo.org:6320982
record_format openpolar
spelling ftzenodo:oai:zenodo.org:6320982 2023-05-15T18:16:36+02:00 Big Data Community Algorithms: Deep Learning for Mapping Karimzadeh, Morteza 2022-03-01 https://zenodo.org/record/6320982 https://doi.org/10.5281/zenodo.6320982 unknown doi:10.5281/zenodo.6320981 https://zenodo.org/record/6320982 https://doi.org/10.5281/zenodo.6320982 oai:zenodo.org:6320982 info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/legalcode Earth Observations Deep Learning Pre-trained models SAR Sea Ice info:eu-repo/semantics/lecture presentation 2022 ftzenodo https://doi.org/10.5281/zenodo.632098210.5281/zenodo.6320981 2023-03-10T23:39:44Z In this presentation, I build on an example of sea ice mapping using SAR imagery, and present a wishlist for a community-approach to sharing memory, processing and deep learning (pre-trained) model resources for earth observations. Conference Object Sea ice Zenodo
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language unknown
topic Earth Observations
Deep Learning
Pre-trained models
SAR
Sea Ice
spellingShingle Earth Observations
Deep Learning
Pre-trained models
SAR
Sea Ice
Karimzadeh, Morteza
Big Data Community Algorithms: Deep Learning for Mapping
topic_facet Earth Observations
Deep Learning
Pre-trained models
SAR
Sea Ice
description In this presentation, I build on an example of sea ice mapping using SAR imagery, and present a wishlist for a community-approach to sharing memory, processing and deep learning (pre-trained) model resources for earth observations.
format Conference Object
author Karimzadeh, Morteza
author_facet Karimzadeh, Morteza
author_sort Karimzadeh, Morteza
title Big Data Community Algorithms: Deep Learning for Mapping
title_short Big Data Community Algorithms: Deep Learning for Mapping
title_full Big Data Community Algorithms: Deep Learning for Mapping
title_fullStr Big Data Community Algorithms: Deep Learning for Mapping
title_full_unstemmed Big Data Community Algorithms: Deep Learning for Mapping
title_sort big data community algorithms: deep learning for mapping
publishDate 2022
url https://zenodo.org/record/6320982
https://doi.org/10.5281/zenodo.6320982
genre Sea ice
genre_facet Sea ice
op_relation doi:10.5281/zenodo.6320981
https://zenodo.org/record/6320982
https://doi.org/10.5281/zenodo.6320982
oai:zenodo.org:6320982
op_rights info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/4.0/legalcode
op_doi https://doi.org/10.5281/zenodo.632098210.5281/zenodo.6320981
_version_ 1766190309385961472

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