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Aditya Nair's Projects

feature-matching icon feature-matching

The intention is to capture the notion of interest points and use these to create feature vectors (SIFT) and employ them in matching objects.

mpi-1d-heat-flow icon mpi-1d-heat-flow

This simulation of diffusion of heat in one dimension is done using MPI.

pysyft icon pysyft

A library for encrypted, privacy preserving machine learning

ransac-based-scene-geometry icon ransac-based-scene-geometry

Specifically this project will estimate the camera projection matrix, which maps 3D world coordinates to image coordinates, as well as the fundamental matrix, which relates points in one scene to epipolar lines in another.

scene-recognition-v1 icon scene-recognition-v1

This project involved using bag of words based representation and Spatial Pyramids based histogram of visual words matching to accurately label the different classes.

scene-recognition-v2 icon scene-recognition-v2

Utilization of deep learning to classify different scenes by training a new model from scratch and also by modelling a preexisting AlexNet architecture.

templated-dynamic-array icon templated-dynamic-array

Implementation of a dynamic array class which can grow as necessary as new elements are added to the array.

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