Object Detection from Lidar using Deep Learning with ArcGIS
Recent advancements in deep learning techniques make automated object/feature extraction from Lidar point clouds possible. In this session we’ll be exploring the usage of two novel deep learning techniques with ArcGIS for both Feature Detection & Segmentation. Using PointCNN, we show how we have replaced 50,000 man hours by automating the detection of utility poles and lines for a big area. Using PointNet, we’ll also be demonstrating how we can automate rail asset extraction. Both examples demonstrate data preprocessing, training data generation, and visualization.
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Видео Object Detection from Lidar using Deep Learning with ArcGIS канала Esri Events
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Follow us on Social Media!
Twitter: https://twitter.com/Esri
Facebook: https://facebook.com/EsriGIS
LinkedIn: https://www.linkedin.com/company/esri
Instagram: https://www.instagram.com/esrigram
The Science of Where: http://www.esri.com
Видео Object Detection from Lidar using Deep Learning with ArcGIS канала Esri Events
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