devnithw
Engineering Undergraduate at University of Moratuwa. Passionate about Signal Processing, Deep Learning and Mathematics
Sri Lanka
Pinned Repositories
BeautifulAlgorithms.jl
Concise and beautiful algorithms written in Julia
blood-cell-classification
Classification of blood cell images captured using CellaVision DM96 into 8 groups using Deep Learning
devnithw.github.io
Source files for my portfolio page created using al-folio theme for academics
ecg-monitor
Projects files for the ECG monitor prototype device built for Analog Project in EN2091 module. Contains PCB files, Solidworks design files and simulations.
gesture-tinyml
Embedded machine learning for gesture recognition using Arduino Nano 33 BLE Sense. Includes source code for programming the board and notebooks for training the model.
hiv-gnn
A Graph Neural Network to classify human HIV inhibitor molecules using DeepChem feature extractor
mfcc-speaker-recognition
Speaker Recognition deep learning model based on feature extraction from Mel Frequency Cepstral Coefficients. Solution code for Signal Processing Cup 2024.
SLRC-vision-system
Computer Vision system for identifying 3D-objects and identifying colors using Deep Learning and OpenCV. Made for SLRC 2024.
UnmaskedSakura
The unity project folder of Unmasked Sakura 2D platformer mobile game
introduction_genAI
Introduction to GenAI Free One-Day Workshop
devnithw's Repositories
devnithw/UnmaskedSakura
The unity project folder of Unmasked Sakura 2D platformer mobile game
devnithw/BeautifulAlgorithms.jl
Concise and beautiful algorithms written in Julia
devnithw/gesture-tinyml
Embedded machine learning for gesture recognition using Arduino Nano 33 BLE Sense. Includes source code for programming the board and notebooks for training the model.
devnithw/SLRC-vision-system
Computer Vision system for identifying 3D-objects and identifying colors using Deep Learning and OpenCV. Made for SLRC 2024.
devnithw/blood-cell-classification
Classification of blood cell images captured using CellaVision DM96 into 8 groups using Deep Learning
devnithw/devnithw.github.io
Source files for my portfolio page created using al-folio theme for academics
devnithw/ecg-monitor
Projects files for the ECG monitor prototype device built for Analog Project in EN2091 module. Contains PCB files, Solidworks design files and simulations.
devnithw/Lionborne
A webpage design for a video game concept
devnithw/mfcc-speaker-recognition
Speaker Recognition deep learning model based on feature extraction from Mel Frequency Cepstral Coefficients. Solution code for Signal Processing Cup 2024.
devnithw/stm32-devboard
STM32 based development board design using KiCAD
devnithw/Cards
A task organizer web application created using Python with Flask and SQLite
devnithw/dsp-python
A collection of Digital Signal Processing project notebooks using Python
devnithw/julia-math
A collection of mathematics, data science and machine learning tutorial notebooks written in Julia
devnithw/physio-modelling
Reports, code and other learning materials of BM2102 Modelling and Analysis of Physiological Systems
devnithw/PINN
A Physics Informed Neural Network made using PyTorch
devnithw/PlayUnmaskedSakura
WebGL version of Unmasked Sakura 2D platformer hosted on GitHub Pages
devnithw/spcup-2024
Solution Code for Signal Processing Cup - 2024 by Team EigenSharks
devnithw/svd
Experimenting with Singular Value Decomposition
devnithw/hiv-gnn
A Graph Neural Network to classify human HIV inhibitor molecules using DeepChem feature extractor
devnithw/en3160
Solution code for EN3160 Image Processing and Machine Vision assignments
devnithw/flower-exchange
Flower exchange trading application made as a part of high performance C++ computing course by LSEG Technologies
devnithw/graph-neural-networks
A collection of notes + notebooks + resources on Graph Neural Networks and Graph Representation Learning
devnithw/introduction_genAI
Introduction to GenAI Free One-Day Workshop
devnithw/UNeXt
Reproducing UneXt: MLP-based Rapid Medical Image Segmentation Network
devnithw/UNeXt-pytorch
Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022
devnithw/vibration-analysing-system-for-robot-arms
A robotic arm vibration analysis, using MATLAB and a data acquisition device. Which is accurately assesses natural vibrations., and calculate the damping factors of the system.
devnithw/vipcup-2024
The final solution code for Video and Image Processing Cup 2024 by Team Crystal