Software Engineering Archives | Page 15 of 23

Serving Tiles with GeoTrellis, Lambda, and API Gateway

By James Santucci on October 30th, 2017

Have this open source serverless tile server built with the Serverless framework, AWS Lambda, AWS API Gateway, and GeoTrellis up and running in minutes.

Example of GeoPySpark in a Jupyter Notebook

Software Engineering

How to Run GeoPySpark in a GeoNotebook with Docker

By Ross Bernet on September 29th, 2017

Walk through the easiest path to enable the use of GeoPySpark, a Python library for geoprocessing big data, interactively in a GeoNotebook with Docker.

GeoPySpark: a Python binding for GeoTrellis

Software Engineering

Introducing GeoPySpark, a Python Binding of GeoTrellis

By Jacob Bouffard on September 19th, 2017

GeoTrellis is a Scala library for working with geospatial data in a distributed environment. While powerful, it has a limited...

Lewis Fishgold speaking about RasterVision at our Technical Staff Meeting

Software Engineering

Video: Using Convolutional Neural Networks to Automatically Analyze Aerial and Satellite Imagery

By Lewis Fishgold on September 6th, 2017

In this recording of our most recent Technical Staff Meeting, we walk through our team’s work on Raster Vision, a...

Software Engineering

Reading and Visualizing NetCDF Climate Data with GeoTrellis

By James McClain on June 21st, 2017

This blog post contains an example project that demonstrates how to read NetCDF climate projection data from S3 or a local...

Deep Learning for Semantic Segmentation of Aerial Imagery by Azavea

Software Engineering

Deep Learning for Semantic Segmentation of Aerial and Satellite Imagery

By Lewis Fishgold and Rob Emanuele on May 30th, 2017

This post describes how to use deep learning to do semantic segmentation on aerial and satellite imagery, experiments on the ISPRS Potsdam dataset, and how to visualize model predictions on a map.

Featured Posts

Cloud Detection in Satellite Imagery

This Month We Learned — February 2021

Serving Tiles with GeoTrellis, Lambda, and API Gateway

How to Run GeoPySpark in a GeoNotebook with Docker

Introducing GeoPySpark, a Python Binding of GeoTrellis

Video: Using Convolutional Neural Networks to Automatically Analyze Aerial and Satellite Imagery

Reading and Visualizing NetCDF Climate Data with GeoTrellis

Deep Learning for Semantic Segmentation of Aerial and Satellite Imagery