Data

RGB and Hyperspectral images of building facades

Commonwealth Scientific and Industrial Research Organisation
Habili, Nariman ; Armin, Ali ; Oorloff, Jeremy ; Li, Weihao ; Webers, Christfried ; Kwan, Ernest
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ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rfr_id=info%3Asid%2FANDS&rft_id=info:doi10.25919/vzwp-0w88&rft.title=RGB and Hyperspectral images of building facades&rft.identifier=10.25919/vzwp-0w88&rft.publisher=Commonwealth Scientific and Industrial Research Organisation (CSIRO)&rft.description=The dataset includes hyperspectral and RGB images of building facades in a light industrial environment as well as the annotation labels. This dataset was collected to develop deep learning methods for segmenting building facade materials.The data was captured using a Specim IQ hyperspectral camera of building at CSIRO's Black Mountain site.&rft.creator=Habili, Nariman &rft.creator=Armin, Ali &rft.creator=Oorloff, Jeremy &rft.creator=Li, Weihao &rft.creator=Webers, Christfried &rft.creator=Kwan, Ernest &rft.date=2022&rft.edition=v1&rft_rights=All Rights (including copyright) CSIRO 2022.&rft_rights=Creative Commons Attribution-Noncommercial https://creativecommons.org/licenses/by-nc/4.0/&rft_subject=hyperspectral, deep learning, machine learning, semantic segmentation&rft_subject=Computer Vision&rft_subject=INFORMATION AND COMPUTING SCIENCES&rft_subject=ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING&rft.type=dataset&rft.language=English Access the data

Licence & Rights:

Non-Commercial Licence view details
CC-BY-NC

Creative Commons Attribution-Noncommercial
https://creativecommons.org/licenses/by-nc/4.0/

All Rights (including copyright) CSIRO 2022.

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Open view details

Data is accessible online and may be reused in accordance with licence conditions

Brief description

The dataset includes hyperspectral and RGB images of building facades in a light industrial environment as well as the annotation labels. This dataset was collected to develop deep learning methods for segmenting building facade materials.

Lineage

The data was captured using a Specim IQ hyperspectral camera of building at CSIRO's Black Mountain site.

Data time period: 2020-10-01 to 2021-04-30

This dataset is part of a larger collection

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