A demographics-aware deep network predicts future satellite images, demographics, and travel behavior from 11 years of US county data, reporting higher SSIM and demographic consistency than two video-prediction baselines.
An improved resnet50 model for predicting pavement condition index (pci) directly from pavement images,
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Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery
A demographics-aware deep network predicts future satellite images, demographics, and travel behavior from 11 years of US county data, reporting higher SSIM and demographic consistency than two video-prediction baselines.