
5 Great Shiny Dashboards from Appsilon
From natural disaster response to sales analysis - Our top 5 Shiny Dashboards to tell your story
Join the R Community at ShinyConf 2023
From natural disaster response to sales analysis - Our top 5 Shiny Dashboards to tell your story
In this article, we focus on the technical aspects of the machine learning solution we implemented for the xView2 competition. We used PyTorch to build our models for satellite image analysis and fast.ai to develop their critical parts.
Our submission to the Pandemic Response Hackathon (CoronaRank) is inspired by Google’s PageRank and utilizes geolocation data in the Apache Parquet format from Veraset for effective exposure risk assessment using R and Markov Chain modeling.
This is the first of two blog posts about our recent participation in the Pandemic Response Hackathon. Our project (CoronaRank) was one of only 5 projects out of 230 submissions chosen to present at the closing ceremony.