Geospatial Analytics at Scale with Deep Learning and Apache SparkRaela Wang Databricks,Tim Hunter Da

Deep Learning is now the standard in object detection, but it is not easy to analyze large amounts of images, especially in an interactive fashion. Traditionally, there has been a gap between Deep Learning frameworks, which excel at image processing, and more traditional ETL and data science tools, which are usually not designed to handle huge batches of complex data types such as images. In this talk, we show how manipulating large corpora of images can be accomplished in a few lines of code because of re