N. Lakmal Deshapriya's repositories
Vec2Instance
This repository provides an implementation of Vec2Instance over the SpaceNet challenge AOI 2 (Vegas) building footprint dataset. Vec2Instance provides a framework for parametrization of instances, allowing convolutional neural networks to efficiently estimate the complex shapes of instances around their centroids.
simple-vehicle-count-algorithm
This algorithm counts vehicles passing through a particular line on a stable video (Drone). Here I use simple background extracting techniques (just with simple statistics) to do that.
deep-protein-structure-modeling
This repository is about prediction of tertiary structure of proteins from the primary structure of proteins (sequences of amino acids). So here, I'm trying to build a neural network that can input sequence of amino acids and output 3D structure of proteins (coordinates of major atoms in proteins that define the overall shape of the protein).