Using Streamlit to Deploy a PoC App (3/3)
Learn how to deploy an interactive web app with the streamlit Python package
28 December 2021
Appsilon Blog
Tag: satellite imagery
Using fastai to Detect Solar Panels From Orthophotos (2/3)
Introducing fastai and the model build. Article 2 of the 3-part series on building an ML model to detect solar panels from satellite imagery.
23 November 2021
Using AI to Detect Solar Panels From Orthophotos (1/3)
Join our 3-part miniseries on creating an ML model to detect solar panels from satellite imagery.
19 October 2021
Satellite Image Analysis FAQ: Can I Use R to Analyze Satellite Images?
How do satellites take pictures? Can you process satellite images with R? Also, can you go to Space? Your questions meet our answers.
02 November 2020
Satellite Image Analysis with fast.ai for Disaster Recovery
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.
27 April 2020
How to Acquire Large Satellite Image Datasets for Machine Learning Projects
Satellite image datasets are now readily accessible for use in Data Science and Machine Learning projects. This article will explain how to acquire these datasets and what you can do with them.
28 February 2020
AI for assisting in natural disaster relief efforts: the xView2 competition
Building Deep Learning vision models satellite imagery to assist in identifying and labeling property damage from natural disasters.
23 December 2019
Satellite imagery generation with Generative Adversarial Networks (GANs)
Article presents how to generate imagery based on satellite imagery with Generative Adversarial Networks (GANs).
11 January 2019