Deep Learning Swimming Pool Outlines (LGATE-456)

Published by Landgate

PDFSHPFGDBGEOPACKAGEGEOJSONWFSAPI ARCGIS SERVER MAP SERVICEWMSAPI ARCGIS SERVER FEATURE SERVICE

Description

2D swimming pool outlines derived from Perth metropolitan, Bunbury townsite and Shire of Toodyay imagery using a deep learning algorithm. The algorithm was created in-house within Landgate to demonstrate to approved State and Local Government (Government) entities the capabilities of Deep Learning [DL] and Artificial Intelligence [AI] algorithms.

Resources

picture_as_pdf

ML Swimming Pool Outlines

PDF 584 KB

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Shapefile

SHP

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File Geodatabase

FGDB

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Geopackage

GEOPACKAGE

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GeoJSON

GEOJSON

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Web Feature Service

WFS

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ArcGIS Server Map Service

API ARCGIS SERVER MAP SERVICE

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Web Mapping Service

WMS

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ArcGIS Server Feature Service (Esri Token Authentication)

API ARCGIS SERVER FEATURE SERVICE

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ArcGIS Server Map Service (Esri Token Authentication)

API ARCGIS SERVER MAP SERVICE

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Metadata

Licence: Custom (Other)
Last Updated: 10 Mar 2026
Created: 5 Jan 2023
Update Frequency: Unknown
Source Portal: Wa

Dublin Core Metadata

Publisher: Landgate
Creator: Landgate
Type: Dataset
Language: en
Rights: Custom (Other)
Spatial Coverage: Western Australia, Australia
Temporal Coverage: 5 Jan 2023 – 10 Mar 2026
Source: https://catalogue.data.wa.gov.au/dataset/deep-learning-swimming-pool-outlines
Related Resources: https://catalogue.data.wa.gov.au/dataset/9c509819-b0ac-4ba7-90fc-d76f89225db4/resource/ecba9803-f732-430e-aede-75cd2c230948/download/deep-learning-swimming-pools-lgate-456-data-dictionary.pdf, https://data-downloads.slip.wa.gov.au/LGATE-456/Shapefile, https://data-downloads.slip.wa.gov.au/LGATE-456/Geopackage, https://data-downloads.slip.wa.gov.au/LGATE-456/GeoJSON, https://services.slip.wa.gov.au/arcgis/services/Landgate_Restricted_Services/AI_CaptureWA_Gov_FS/MapServer/WFSServer
Subjects: AI, Bunbury, Deep Learning, Landgate, ML, Machine Learning, Perth Metro, Swimming Pool, Toodyay, WA Now