SpaceNet Data Now Available in GroundWork
By Joe Morrison on June 12th, 2020
Incorporate high-resolution satellite imagery into your labeling projects for free.
Image Classification Labeling: Single Class versus Multiple Class Projects
By Niki LaGrone on June 8th, 2020
When labeling for image classification is it faster to complete projects with single or multiple classes? We ran an experiment to find out.
Notifications over Websockets with Http4s and Skunk
By James Santucci on May 20th, 2020
In an attempt to avoid relying on polling in a front-end application or third-party services, we attempt servicing asynchronous notifications over websockets using only PostgreSQL and Scala.
Can AI Reduce Harm to Children?: Gabriel Fernandez and the Case for Machine Learning
By Niki LaGrone on April 9th, 2020
Could AI have saved Gabriel Fernandez’s life? Data and social scientists argue that machine learning might have kept him alive. What exactly is this potentially life-saving AI? Learn more about predictive risk modeling, how governments currently use similar AI, and the ethical questions such work raises.
Labeling Satellite Imagery for Machine Learning
By Niki LaGrone on March 24th, 2020
Definitions and visuals of the most common ways to label satellite imagery for machine learning. Includes tips for managing annotations for each type.
America’s Cities are Sitting on a Gold Mine of Machine Learning Training Data
By Joe Morrison on February 2nd, 2020
Cities may not know it, but by nature of collecting and maintaining various datasets, they are sitting on a treasure trove of machine learning-ready training data.