By Lewis Fishgold on November 9th, 2022
Reviewing model architectures for building footprint extraction including naive approaches, model improvement strategies, and recent research.
By Lewis Fishgold on November 1st, 2022
In the second part of our Automated Building Footprint Extraction series, we review some evaluation metrics for building footprint extraction.
By Lewis Fishgold on October 26th, 2022
In the first installment of this three-part blog series, we summarize some of the latest research on automated building footprint extraction.
By Adeel Hassan on September 28th, 2022
In this blog we demonstrate how an active learning approach can boost machine learning model performance with the human-in-the-loop workflow.
Benchmarking Zarr and Parquet Data Retrieval using the National Water Model (NWM) in a Cloud-native environment
By Vijay Lulla, Lewis Fishgold and Terence Tuhinanshu on September 22nd, 2022
In order to benchmark efficiency, we take a deep dive into Zarr and Parquet data retrieval to compare performance on various time scales.