1 code implementation • 22 Oct 2018 • Nathan Jacobs, Adam Kraft, Muhammad Usman Rafique, Ranti Dev Sharma
We propose a neural network component, the regional aggregation layer, that makes it possible to train a pixel-level density estimator using only coarse-grained density aggregates, which reflect the number of objects in an image region.
no code implementations • 13 Dec 2015 • Neeraj Kumar, Animesh Karmakar, Ranti Dev Sharma, Abhinav Mittal, Amit Sethi
We propose a method to classify images from target classes with a small number of training examples based on transfer learning from non-target classes.