2 papers
cs.CV2024
Mapping waterways worldwide with deep learning
Matthew Pierson, Zia Mehrabi
Waterways shape earth system processes and human societies, and a better understanding of their distribution can assist in a range of applications from earth system modeling to hum…
cs.CV2024
Deep learning waterways for rural infrastructure development
Matthew Pierson, Zia Mehrabi
Surprisingly a number of Earth's waterways remain unmapped, with a significant number in low and middle income countries. Here we build a computer vision model (WaterNet) to learn…