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Creating artificial worlds with AI to improve energy access data
Timeline
2021
Description
Caroline Tang (Math/Stats) joined CS majors Frankie Willard and Alex Kumar in a ten-week exploration of AI methods to improve the mapping of energy infrastructure within satellite imagery. The team used cutting-edge methods to create synthetic imagery that, when blended with real imagery, improved the performance of deep learning methods on the energy infrastructure detection task.
View the team's project poster here
Watch the team's final presentation on Zoom here:
Project Lead: Kyle Bradbury
Project Manager: Wei Hu
Categories
Energy Data Analytics, Data+