August 30, 2018
After two years of research and development, we are launching Punjab’s agriculture crop maps. These maps are generated automatically using machine learning on multi-spectral satellite imagery. Our system gives weekly data about the yield of 26 crops across Punjab at 10 meter resolution. Pakistan is the first country to build such a system. We are making our maps freely available (you can also contribute by installing our machine-learning algorithms on your computer). Visit