Push and Pull

In the previous post, we’ve discussed the challenges of scaling object detection. We talked about how the traditional model of tiling images doesn’t quite fit because we need to be able to detect objects that span multiple tiles. In this post, we’ll examine the challenge of implementing a system that will do that efficiently. We …

Scaling Object Detection

Object detection in geospatial context presents some unique scalability challenges that are not normally tackled in the machine learning field. DeepCore attempts to address these challenges, though there’s still work to be done. In this post we will discuss these issues and show how DeepCore will address them in the future. In most applications, CNNs …