All the pictures are gatherer at our epicollect5 project. We are open data. Feel free to upload your own and download others!
We are using Epicollect5 to collect the data and Zooniverse to classify the spectra
Download Epicollect5 on your phone
Help classifying with Zooniverse
Go lamppost hunting!
Add your pictures to Epicollect5
Check amazing pictures!
Help classifying at our Zooniverse project
Zooniverse is home to our citizen science project as the images allow street lamps classification by comparison with example pictures of well known lighting systems.