Deep Learning Swimming Pool Outlines 2025 (LGATE-493)

Published by Landgate

GEOPACKAGESHPFGDBGEOJSONWFSAPI ARCGIS SERVER MAP SERVICEWMSAPI ARCGIS SERVER FEATURE SERVICE

Description

2D swimming pool outlines derived from Perth metropolitan imagery using a deep learning algorithm. This includes a classification for the type of pool as Below Ground, Above Ground or Not Pool (indicates a potential false positive). 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

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Geopackage

GEOPACKAGE

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Shapefile

SHP

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File Geodatabase

FGDB

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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: 11 June 2025
Update Frequency: Infrequent
Source Portal: Wa

Dublin Core Metadata

Publisher: Landgate
Creator: Landgate
Type: Dataset
Language: en
Rights: Custom (Other)
Spatial Coverage: Western Australia, Australia
Temporal Coverage: 11 June 2025 – 10 Mar 2026
Source: https://catalogue.data.wa.gov.au/dataset/deep-learning-swimming-pool-outlines-2025
Related Resources: https://data-downloads.slip.wa.gov.au/LGATE-493/Geopackage, https://data-downloads.slip.wa.gov.au/LGATE-493/Shapefile, https://data-downloads.slip.wa.gov.au/LGATE-493/GeoJSON, https://services.slip.wa.gov.au/arcgis/services/Landgate_Restricted_Services/AI_CaptureWA_Gov_FS/MapServer/WFSServer, https://services.slip.wa.gov.au/arcgis/rest/services/Landgate_Restricted_Services/AI_CaptureWA_Gov/MapServer/29
Subjects: AI, Deep Learning, Landgate, ML, Machine Learning, Perth Metro, Pools, Swimming Pools