Labeling SAR Imagery for Machine Learning: A Beginners Guide
By Niki LaGrone on April 27th, 2021
SAR imagery is having a moment. In this blog we explore what exactly it is, why it is so special, and tips for labeling it.
GroundWork Launches Campaigns
By Niki LaGrone on March 31st, 2021
Need to create a training dataset that contains multiple images? GroundWork launches "Campaigns" to help you handle large datasets for machine learning.
Managing Data Labeling for Machine Learning Projects
By Niki LaGrone on December 2nd, 2020
Responsible for the data labeling for a machine learning project? Here are some insights we’ve developed while managing data labeling for machine learning.
3 Tips to Optimize Your Machine Learning Project for Data Labeling
By Niki LaGrone on July 21st, 2020
Mining the knowledge and expertise of your data labeling team will improve the data quality of your machine learning project and increase your team's productivity.
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.