By Lewis Fishgold on August 5th, 2019
How do noisy labels affect the accuracy of a deep learning model? We added different amounts of noise to the SpaceNet Vegas buildings dataset and trained some models to find out.
By Lewis Fishgold and Annie Zhao on January 3rd, 2018
Learn about our methods and results leveraging our RasterVision deep learning project to predict land use in satellite images of the Amazon.
By Lewis Fishgold on September 6th, 2017
In this recording of our most recent Technical Staff Meeting, we walk through our team’s work on Raster Vision, a...
By Lewis Fishgold and Rob Emanuele on May 30th, 2017
This post describes how to use deep learning to do semantic segmentation on aerial and satellite imagery, experiments on the ISPRS Potsdam dataset, and how to visualize model predictions on a map.