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GTC ON-DEMAND

Intelligent Video Analytics
Presentation
Media
Damage Detection and Disaster Response Using AI and Geographic Information Systems
Abstract:
Well present an end-to-end workflow for damage detection and disaster response using Esris ArcGIS AI capabilities and NVIDIA GPUs. Identifying damaged buildings and roads following disasters is a key prerequisite in allocating potentially life-saving resources. Manual identification takes significant manpower and time, which are both critical. With the increased accessibility of drone and satellite imagery, along with computer vision models, weve made the complete automation of damaged structure detection possible. Our workflow includes imagery access and management; model training and deployment to production; massive inference at scale; and the creation of meaningful geospatial information products.
 
Topics:
Intelligent Video Analytics
Type:
Talk
Event:
GTC Washington D.C.
Year:
2019
Session ID:
DC91516
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