Search Results for author: Ranti Dev Sharma

Found 2 papers, 1 papers with code

A Weakly Supervised Approach for Estimating Spatial Density Functions from High-Resolution Satellite Imagery

1 code implementation22 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.

Deep Learning-Based Image Kernel for Inductive Transfer

no code implementations13 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.

Transfer Learning

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