nadunnr
Biomedical Engineering undergraduate at the University of Moratuwa; passionate about mathematics, science, and machine learning.
University of MoratuwaSri Lanka
Pinned Repositories
vipcup-2024
The final solution code for Video and Image Processing Cup 2024 by Team Crystal
Analog-ECG-Heart-Monitor
Project files of the ECG-heart-monitor electronics project. It is a device which takes ECG signals through electrodes and then filter it and display it on a real time graph.
Data-Structures-and-Algorithms
Implemented codes for some data structures and algorithms under CS2023 module
enzyme-classifier-gnn
This repository contains a Graph Neural Network (GNN) model for classifying enzymes and non-enzymes using the TUDataset "protein". The model is implemented in PyTorch Geometric and includes training and testing scripts.
Lung-Cancer-Segmentation-nnU-Net
Utilized the nnU-Net framework to train models for lung cancer segmentation using a dataset prepared from acquiring Lung CT images and segmentations from the NSCLC Radiogenomics dataset.
Measure-Up
Project files of Measure Up, an automatic height measuring device. Contains PCB & enclosure designs and microcontroller codes.
ML_Dataset_Exploration
Machine Learning Models to analyze and explore some Datasets
SP-cup-2024
Solution Code for Signal Processing Cup - 2024 by Team EigenSharks
UNeXt
Reproducing UneXt: MLP-based Rapid Medical Image Segmentation Network
vipcup-2024
The final solution code for Video and Image Processing Cup 2024 by Team Crystal
nadunnr's Repositories
nadunnr/Lung-Cancer-Segmentation-nnU-Net
Utilized the nnU-Net framework to train models for lung cancer segmentation using a dataset prepared from acquiring Lung CT images and segmentations from the NSCLC Radiogenomics dataset.
nadunnr/Analog-ECG-Heart-Monitor
Project files of the ECG-heart-monitor electronics project. It is a device which takes ECG signals through electrodes and then filter it and display it on a real time graph.
nadunnr/Measure-Up
Project files of Measure Up, an automatic height measuring device. Contains PCB & enclosure designs and microcontroller codes.
nadunnr/ML_Dataset_Exploration
Machine Learning Models to analyze and explore some Datasets
nadunnr/SP-cup-2024
Solution Code for Signal Processing Cup - 2024 by Team EigenSharks
nadunnr/Data-Structures-and-Algorithms
Implemented codes for some data structures and algorithms under CS2023 module
nadunnr/enzyme-classifier-gnn
This repository contains a Graph Neural Network (GNN) model for classifying enzymes and non-enzymes using the TUDataset "protein". The model is implemented in PyTorch Geometric and includes training and testing scripts.
nadunnr/vipcup-2024
The final solution code for Video and Image Processing Cup 2024 by Team Crystal
nadunnr/UNeXt
Reproducing UneXt: MLP-based Rapid Medical Image Segmentation Network
nadunnr/Walking-Abnormality-Detector
Walking abnormality detector is a gait analyzer which can be used to monitor pressure distribution of the foot.
nadunnr/EN3150-Pattern-Recognition
This repository contains academic assignments and practice code from the semester 5 EN3150 - Pattern Recognition course. The work focuses on applying pattern recognition and machine learning concepts to various problems.
nadunnr/EN3160-Image-Processing-and-Machine-Vision
This repository includes assignments and code developed for the EN3160 - Image Processing and Machine Vision course. It covers various applications of image processing techniques and machine vision methods.
nadunnr/ExerciseMate
ExerciseMate is a wearable device designed to track exercises, paired with a stationary display. This repository contains all project files, including documentation, PCB designs, slolidwork files, and microcontroller code.
nadunnr/lseg-flower-exchange
Flower exchange trading application made as a part of high performance C++ computing course by LSEG Technologies
nadunnr/Medical-Image-Conversions
Python scripts for some medical image type conversions
nadunnr/oct-classification
Methods for converting OCT B-scans into corresponding volumetric image and then classify volumetric OCT.
nadunnr/oct-denoising-techniques
A collection of denoising technique experimenting to denoise OCT B-Scans. Includes conventional and modern methods.