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Applying a Faster R-CNN Model Coupled with a Generalized Linear Model to Optical Imagery to Fill Population Data Gaps in Villages along the Southwest Coast of Madagascar Waite, Olivia

Description

This data includes the training data used to create the models used in the study, as well as the digitized features converted to shapefiles which were used to create the training data. Lastly, this data contains the resulting accuracy metrics from the model run on three villages of interest. Metadata can be found within the data as well as in a zipped metadata folder. See the readme text file for more information surrounding each file.

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Title	Applying a Faster R-CNN Model Coupled with a Generalized Linear Model to Optical Imagery to Fill Population Data Gaps in Villages along the Southwest Coast of Madagascar
Creator	Waite, Olivia
Contributor	Waite, Olivia
Date Issued	2022-05-03
Description	This data includes the training data used to create the models used in the study, as well as the digitized features converted to shapefiles which were used to create the training data. Lastly, this data contains the resulting accuracy metrics from the model run on three villages of interest. Metadata can be found within the data as well as in a zipped metadata folder. See the readme text file for more information surrounding each file.
Subject	Earth and Environmental Sciences; Social Sciences; Earth and Environmental Sciences; Social Sciences; Earth and Environmental Sciences; Social Sciences
Type	Dataset
Date Available	2022-04-15
Provider	University of British Columbia Library
License	This work is licensed under a Creative Commons Attribution 4.0 International License.
DOI	10.14288/1.0413208
URI	https://doi.org/10.5683/SP3/TNNBSF
Publisher DOI	https://doi.org/10.5683/SP3/TNNBSF
Aggregated Source Repository	Dataverse

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This work is licensed under a Creative Commons Attribution 4.0 International License.