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HomeBetween the Poles – The Geoff Zeiss ArchivesAI

AI

3D data

Toward automating scan-to-BIM for brownfield substations

20 August 2019 Geoff Zeiss

With about 55,000 transmission substations in the U.S. and the average age of the transformers in these substations over 40 years old, many substations are going to be refurbished, retrofitted, extended or upgraded. Utilities are […]

No Picture
AI

Applying machine learning to identifying housing starts from satellite imagery

25 June 2019 Geoff Zeiss

Deep learning is increasingly finding practical applications using geospatial data, specifically, satellite imagery. At the GeoIgnite conference in Ottawa, Nicolas Martinez of Statistics Canada described a project scheduled to kick-off in July to use machine […]

3D data

Automating vegetation management for electric power transmission lines using deep learning with LIDAR

26 February 2019 Geoff Zeiss

With FAA rules permitting beyond visual line of sight (BVLOS) UAVs available through Part 107 waivers the cost of capturing the data required for vegetation management for power lines, whether transmission or distribution, could drop […]

3D data

Fully automated classification of road and highway features for autonomous vehicles

12 October 2017 Geoff Zeiss

Point clouds are fine for visualization to provide context, but to be really useful they need to be classified.  Feature extraction, as the process is often referred to,  is currently a mostly manual process that […]

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