spgriffin / shanghai-water-segmentation

Using a convolutional neural network to segment water in satellite imagery of Shanghai provided by Digital Globe

Segmenting Water in Shanghai

by Chris Franzini

Summary

This is my fifth and final project for the Metis NYC Spring 2017 Data Science Bootcamp. This project implements segmentation to detect water in satellite images of Shanghai provided by Digital Globe.

Blog Post

Look out for the post about this project on my blog: cjfranzini.github.io

Repo Contents

• notebooks: Jupyter notebooks detailing my analysis
• presentation: PDF slides of my presentation on this project

Data Sources

The data for this project came from the following source:

• Digital Globe SpaceNet Data
• Open Street Map