nuwansribandara Goto Github PK

academic-project-codebase

Disclosed semester works/projects at the University of Moratuwa, Sri Lanka

actinspace2020_teamphantom

Implementations of Team Phantom at the Act In Space 2020, an international space hackathon, organized by the National Center for Space Studies of France

alphatensor

elemantra

Elemantra: An End-to-End Automated Framework Empowered with AI and IoT for Tackling Human-Elephant Conflict in Elephant-Range Countries (Submitted to IEEE Sensors Letters)

ensemble-deep-learning-dust-storm-detection

Official implementation of "Ensemble Deep Learning for Automated Dust Storm Detection using Satellite Images" (SCSE 2022)

gearnet

GearNet and Geometric Pretraining Methods for Protein Structure Representation Learning, ICLR'2023 (https://arxiv.org/abs/2203.06125)

human-wildlife-conflict-arribada

Datasets & technology developement of human-wildlife-conflict solutions

institute-of-astronomy-sri-lanka

Disclosed works at the Institute of Astronomy, Sri Lanka

mikulan_et_al_2020

Simultaneous human intracerebral stimulation and HD-EEG: ground-truth for source localization methods - Scripts and usage demonstration

model-viz

multi-pair-information-exchange

Implementation of a multi-pair information exchange of two clusters using MATLAB

nuwansribandara

Config files for my GitHub profile.

nuwansribandara.github.io

Personal git page

objdet_pascal

Colab (Jupyter) notebook to train Object Detection model with custom dataset, based on Fizyr implementation of RetinaNet in Keras.

orcadetector

A VGGish-based DNN trained on the Watkins Marine Mammal Sound Database, with transfer learning from Audioset, to detect multiple marine mammal species.

prediction-models-for-covid-distribution-using-ml

Prediction models for COVID-19 infectious patients' distribution in South Asian region using machine learning techniques, incorporated with epidemiology

tf-keras-segunet

Composite architecture of SegNet and UNet for Semantic Segmentation with keras

univariate-and-multivariate-time-series-forecasting

Implementation of univariate and multivariate time-series forecasting using ensemble deep learning

university-management-system-using-java

University administrative system implementation, developed using Java and HTML