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GTC ON-DEMAND

Product & Building Design
Presentation
Media
Video-Based Activity Forecasting for Construction Safety Monitoring Use Cases
Abstract:
We'll talk about applying an LSTM-based trajectory forecasting framework to the problem of construction workers and equipment safety management, a problem with applications to activity forecasting, AEC industries, and AI smart cities. Our talk will provide an overview of construction safety management, construction site visual data collection and pre-processing, and forecasting model architecture. We'll discuss our rationale for designing a final model based on characteristics of construction data, and show experimental results as well as ablation study results. We'll also show a demo or video of our safety-management software.
 
Topics:
Product & Building Design, Intelligent Video Analytics
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9424
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