Distributed Google street view image processing

Distributed Google street view image processing

datasciencecampus/street-view-pipeline

This project contains an implementation of an image processing pipeline designed to download and process images from Google street view. The pipeline is part of a project to detect trees and vegetation at street-level.

The pipeline has been developed in Python and makes use of a set of network based queues as to divide the system up into isolated functional components. Image downloading and later image processing are executed concurrently.

We will post an article describing the architecture in detail very soon.

Update Fri 14 Sep 2018 17:47:22 BST: A blog post detailing this project can be read here.


Updated