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+From 593bfceed30fd064a619d0c3fdd13b7ff0475a20 Mon Sep 17 00:00:00 2001
From: Gordon McDonald
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AI annotation, segmentation, and conversion tools for GIS imagery @@ -14,7 +14,7 @@
aigis is a comprehensive toolkit for aerial and satellite imagery acquisition, processing, annotation, and analysis using artificial intelligence. This repository contains three main components:
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.
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.
- +We've used the full aigis toolkit to fine tune segmentation models to detect and segment tree patch 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 2 million tree patches.
- +Contributions are welcome! Here are several ways you can contribute: