Cicero-NLP: using language models to extend the Cicero Database
By Eric Wang on January 24th, 2023
We discuss how to make US Representative contact information easier to collect through automation using Natural Language Processing.
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.
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.
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.
A Human-in-the-Loop Machine Learning Workflow for Geospatial Data
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.
Change detection with Raster Vision
By Adeel Hassan on April 18th, 2022
This blog explores the direct classification approach to change detection using our open-source geospatial deep learning framework, Raster Vision, and the publicly available Onera Satellite Change Detection (OSCD) dataset.