search

mani-shailesh / satimage

Code and models for the manuscript "Predicting Poverty and Developmental Statistics from Satellite Images using Multi-task Deep Learning"
https://github.com/agarwalt/satimage
MIT License
35 stars 21 forks source link

sample dataset #6

Open ishita-gupta98 opened 4 years ago

ishita-gupta98 commented 4 years ago

Hi! the repo mentions that a small subset of the data will be available to test out the three models. I wasnt able to find any folder containing images apart from the 6 images displayed in the readme. Where is it available ?

mani-shailesh commented 4 years ago

Unfortunately, we can not share the images that we had obtained using Google's API. The file data/region_info.csv contains the center latitudes and longitudes for some regions from our complete dataset. You can use Google's Static Maps API (https://developers.google.com/maps/documentation/static-maps/) to download 1920x1920 satellite images for these regions at the 16 zoom level. Since the API limits maximum image size to 640 x 640 without a premium plan, you might have to download 9 images centered around the provided geocodes and then collate them together.