The ProblemMillions of people are forced to leave their current area of residence or community due to resource shortage and natural disasters such as droughts, floods. Our project partner, UNHCR, provides assistance and protection for those who are forcibly displaced inside Somalia.The goal of this project was to create a solution that quantifies the influence of climate change anomalies on forced displacement and/or violent conflict through satellite imaging analysis and neural networks for…See More

The power of deep learning paired with collaborative human intelligence to increase the quality of crop cultivation imagery through super resolution. The ProblemThe focus in this article lies in locating crop fields from satellite imagery, where it is conceivable that images of a certain quality are required to reach quality results. Although Deep Learning is notoriously known for being able to pull off miracles, we human beings will have a real field day labeling the data if we cannot clearly…See More