Raw images, annotations, and vvipr code archive to support 'Evaluating thermal and color sensors for automating detection of penguins and pinnipeds in images collected with an unoccupied aerial system''
Images, annotations,and code archived here were used in the paper "Evaluating a machine learning approach to detect penguins and pinnipeds in thermal and color images collected with an unoccupied aerial system" submitted for publication in Drones. The filescontain raw thermal and color ima...
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ftzenodo:oai:zenodo.org:6714100 2024-09-15T17:40:10+00:00 Raw images, annotations, and vvipr code archive to support 'Evaluating thermal and color sensors for automating detection of penguins and pinnipeds in images collected with an unoccupied aerial system'' Hinke, Jefferson T. Giuseffi, Louise M. Hermanson, Victoria R. Woodman, Samuel M. Krause, Douglas J. 2022-06-23 https://doi.org/10.5281/zenodo.6714100 eng eng Zenodo https://doi.org/10.5281/zenodo.6714098 https://doi.org/10.5281/zenodo.6714100 oai:zenodo.org:6714100 info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode VIAME machine learning image analysis Antarctica drone shiny R penguin fur seal info:eu-repo/semantics/other 2022 ftzenodo https://doi.org/10.5281/zenodo.671410010.5281/zenodo.6714098 2024-07-26T04:54:05Z Images, annotations,and code archived here were used in the paper "Evaluating a machine learning approach to detect penguins and pinnipeds in thermal and color images collected with an unoccupied aerial system" submitted for publication in Drones. The filescontain raw thermal and color images of aggregations of gentoo ( Pygoscelis papua ) and chinstrap ( P. antarcticus ) penguins and Antarctic fur seals ( Arctocephalus gazella ). All images were collected with the Flir DuoPro R camera (Teledyne FLIR LLC, Wilsonville, OR, U.S.A.), carried into flight under an APH-28 hexacopter (Aerial Imaging Solutions, LLC, Old Lyme, CT, U . S . A .) at Cape Shirreff, Livingston Island, Antarctica (60.79 °W, 62.46 °S), during the austral summer of 2019-20. All aerial surveys occurred under the Marine Mammal Protection Act Permit No. 20599 granted by the Office of Protected Resources/National Marine Fisheries Service, the Antarctic Conservation Act Permit No. 2017-012, NMFS-SWFSC Institutional Animal Care and Use Committee Permit No. SWPI 2014-03R, and all domestic and international UAS flight regulations. The annotations of the images were conducted using VIAME desktop software (v 0.16.1 or later; https://github.com/VIAME ) or the online using the DIVE interface (https://viame.kitware.com/). Model results were assessed with the vvipr code (v.0.3.2), archived hereand available online (https://github.com/us-amlr/vvipr/releases/tag/v0.3.2). Other/Unknown Material Antarc* Antarctic Antarctic Fur Seals Antarctica antarcticus Arctocephalus gazella Livingston Island Pygoscelis papua Zenodo |
institution |
Open Polar |
collection |
Zenodo |
op_collection_id |
ftzenodo |
language |
English |
topic |
VIAME machine learning image analysis Antarctica drone shiny R penguin fur seal |
spellingShingle |
VIAME machine learning image analysis Antarctica drone shiny R penguin fur seal Hinke, Jefferson T. Giuseffi, Louise M. Hermanson, Victoria R. Woodman, Samuel M. Krause, Douglas J. Raw images, annotations, and vvipr code archive to support 'Evaluating thermal and color sensors for automating detection of penguins and pinnipeds in images collected with an unoccupied aerial system'' |
topic_facet |
VIAME machine learning image analysis Antarctica drone shiny R penguin fur seal |
description |
Images, annotations,and code archived here were used in the paper "Evaluating a machine learning approach to detect penguins and pinnipeds in thermal and color images collected with an unoccupied aerial system" submitted for publication in Drones. The filescontain raw thermal and color images of aggregations of gentoo ( Pygoscelis papua ) and chinstrap ( P. antarcticus ) penguins and Antarctic fur seals ( Arctocephalus gazella ). All images were collected with the Flir DuoPro R camera (Teledyne FLIR LLC, Wilsonville, OR, U.S.A.), carried into flight under an APH-28 hexacopter (Aerial Imaging Solutions, LLC, Old Lyme, CT, U . S . A .) at Cape Shirreff, Livingston Island, Antarctica (60.79 °W, 62.46 °S), during the austral summer of 2019-20. All aerial surveys occurred under the Marine Mammal Protection Act Permit No. 20599 granted by the Office of Protected Resources/National Marine Fisheries Service, the Antarctic Conservation Act Permit No. 2017-012, NMFS-SWFSC Institutional Animal Care and Use Committee Permit No. SWPI 2014-03R, and all domestic and international UAS flight regulations. The annotations of the images were conducted using VIAME desktop software (v 0.16.1 or later; https://github.com/VIAME ) or the online using the DIVE interface (https://viame.kitware.com/). Model results were assessed with the vvipr code (v.0.3.2), archived hereand available online (https://github.com/us-amlr/vvipr/releases/tag/v0.3.2). |
format |
Other/Unknown Material |
author |
Hinke, Jefferson T. Giuseffi, Louise M. Hermanson, Victoria R. Woodman, Samuel M. Krause, Douglas J. |
author_facet |
Hinke, Jefferson T. Giuseffi, Louise M. Hermanson, Victoria R. Woodman, Samuel M. Krause, Douglas J. |
author_sort |
Hinke, Jefferson T. |
title |
Raw images, annotations, and vvipr code archive to support 'Evaluating thermal and color sensors for automating detection of penguins and pinnipeds in images collected with an unoccupied aerial system'' |
title_short |
Raw images, annotations, and vvipr code archive to support 'Evaluating thermal and color sensors for automating detection of penguins and pinnipeds in images collected with an unoccupied aerial system'' |
title_full |
Raw images, annotations, and vvipr code archive to support 'Evaluating thermal and color sensors for automating detection of penguins and pinnipeds in images collected with an unoccupied aerial system'' |
title_fullStr |
Raw images, annotations, and vvipr code archive to support 'Evaluating thermal and color sensors for automating detection of penguins and pinnipeds in images collected with an unoccupied aerial system'' |
title_full_unstemmed |
Raw images, annotations, and vvipr code archive to support 'Evaluating thermal and color sensors for automating detection of penguins and pinnipeds in images collected with an unoccupied aerial system'' |
title_sort |
raw images, annotations, and vvipr code archive to support 'evaluating thermal and color sensors for automating detection of penguins and pinnipeds in images collected with an unoccupied aerial system'' |
publisher |
Zenodo |
publishDate |
2022 |
url |
https://doi.org/10.5281/zenodo.6714100 |
genre |
Antarc* Antarctic Antarctic Fur Seals Antarctica antarcticus Arctocephalus gazella Livingston Island Pygoscelis papua |
genre_facet |
Antarc* Antarctic Antarctic Fur Seals Antarctica antarcticus Arctocephalus gazella Livingston Island Pygoscelis papua |
op_relation |
https://doi.org/10.5281/zenodo.6714098 https://doi.org/10.5281/zenodo.6714100 oai:zenodo.org:6714100 |
op_rights |
info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode |
op_doi |
https://doi.org/10.5281/zenodo.671410010.5281/zenodo.6714098 |
_version_ |
1810485257077522432 |