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Software Engineering

Automated Building Footprint Extraction (Part 3): Model Architectures

By Lewis Fishgold on November 9th, 2022

Reviewing model architectures for building footprint extraction including naive approaches, model improvement strategies, and recent research.

Software Engineering

Automated Building Footprint Extraction (Part 2): Evaluation Metrics

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.
A grid of 6 aerial images with buildings outlined with yellow boxes.

Software Engineering

Automated Building Footprint Extraction (Part 1): Open Datasets

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.

Software Engineering

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. 
raster vision release 0.12

Software Engineering

Introducing Raster Vision 0.12

By Lewis Fishgold on July 9th, 2020

We refactored the Raster Vision codebase from the ground up to make it simpler, more consistent, and more flexible. Check out Raster Vision 0.12.
Letters AMA on top of aerial earth imagery.

Software Engineering

The Future of Machine Learning AMA

By Lewis Fishgold, James McClain and Rob Emanuele on January 31st, 2020

3 of our machine learning engineers answer your questions about the future of machine learning.
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