Search Results for author: Artem Streltsov

Found 2 papers, 1 papers with code

GridTracer: Automatic Mapping of Power Grids using Deep Learning and Overhead Imagery

no code implementations16 Jan 2021 Bohao Huang, Jichen Yang, Artem Streltsov, Kyle Bradbury, Leslie M. Collins, Jordan Malof

Energy system information valuable for electricity access planning such as the locations and connectivity of electricity transmission and distribution towers, termed the power grid, is often incomplete, outdated, or altogether unavailable.

What you get is not always what you see: pitfalls in solar array assessment using overhead imagery

2 code implementations28 Feb 2019 Wei Hu, Kyle Bradbury, Jordan M. Malof, Boning Li, Bohao Huang, Artem Streltsov, K. Sydny Fujita, Ben Hoen

Our findings suggest that traditional performance evaluation of the automated identification of solar PV from satellite imagery may be optimistic due to common limitations in the validation process.

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