N. Lakmal Deshapriya (lakmalnd)

lakmalnd

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Company:Geoinformatics Center (GIC) of AIT

Location:Thailand and Sri Lanka

Home Page:http://lakmal.ai/

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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.

Language:Jupyter NotebookLicense:MITStargazers:17Issues:3Issues:0

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.

License:MITStargazers:3Issues:1Issues:0

SimpleVAE

This repository provides implementation simplified Variational Autoencoder (VAE), producing smooth latent space completely unsupervised manner. And this can be used as generative model as well.

Language:Jupyter NotebookLicense:MITStargazers:3Issues:1Issues:0

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).

Language:Jupyter NotebookLicense:MITStargazers:1Issues:1Issues:1