From f178600e9f3c8d4f4ad3f15eb3894a6bec1576ab Mon Sep 17 00:00:00 2001
From: Gordon McDonald
Inference and postprocessing both benefit from CUDA GPUs.
-Explore our two featured example datasets using a Felt map.
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-To load the matching NSW SixMaps aerial photography you have to click 1. background layers, then select 2. NSW SixMaps, as in the image above.
Explore our two featured example datasets using a PMTiles.io map or overlaid with NSW Sixmap aerial imagery.
+The datasets themselves are available on Huggingface Datasets
We've used the full aigis toolkit to fine tune segmentation models to detect and segment building outlines in aerial imagery. Our fine tuned model was then run on 37,000 high reslution aerial images across the entire Greater Sydney Urban area in New South Wales, Australia.
Our models's predictions are available as a shapefile in GeoParquet, with almost one million buildings.