Browsing 2024 by Issue Date

Research-focused Intelligent Outing Planning Application With Health Considerations

Muthaliff, Faizan (2024)

"Event planning and outing applications play a crucial role in helping individuals organize and enjoy various activities. However, the current landscape of these applications reveals significant gaps in providing relevant ...

ColudDetect – An automated solution to classify Ground-based Cloud Images

Jayawardana, Dewni Hasara (2024)

"Understanding clouds and their patterns is crucial for meteorological research, but current groundbased cloud classification algorithms often fail to provide complete categorization. This study presents a multi-stage ...

AyurBotanica: A Deep Learning Approach to Plant Recognition

Galagama, Thejana (2024)

"The recognition and classification of herbal plants in Sri Lanka represent a significant challenge due to the variability in natural environments and the diverse array of plant species. This project aimed to develop an ...

Sheet Music Vocal Generator (SMVG)

Lakshman, Daniel (2024)

"Singing voice synthesis systems stand as remarkable achievements in modern technology. However, there persists a drive for improvement. To address this, our research proposes a novel approach: integrating sheet music—a ...

YellowB: Transfer Learning & Local Interpretable Model-Agnostic Explanations approach to Banana Leaf Diseases Classification

Hewa Ranasinghe, Dinun (2024)

"The agricultural domain continually grapples with disease management, significantly impacting yield and quality. This project addresses the challenge of early classification of banana leaf diseases that is a critical ...

A Healthcare platform powered by Artificial Intelligence

Liyanage, Dineth (2024)

"The healthcare industry faces persistent challenges in accurately diagnosing critical health conditions like cardiovascular diseases and brain tumors, despite remarkable technological advancements. Accurate and timely ...

Developing a Web Application to present future Dengue Risk maps based on machine learning models

Hingure Arachchilage, Dasun (2024)

Effecient administration and control of public health, dengue epidemic prediction is essential. Conventional techniques don't produce timely or precise predictions; instead, they rely on environmental conditions and past ...

Early Detection and Classification of Human Eye Diseases through Retinal Imaging

Ludowyke, Dillon (2024)

"In order to identify eye problems through the use of retinal image processing, the project entails the development of a smartphone application powered by Flutter and Dart. Users are able to gather retinal images by ...

Colour Recommendation system with Human colour phycology using Supervised Learning

Fernando, Gavin (2024)

This project introduces an innovative colour palette recommendation system designed to revolutionize the way designers and creatives select colour schemes for their projects. At its core, the system integrates cutting-edge ...

Machine Learning Based Pressure Point Detection and Customized Insole Recommendations Using Thermal Image Analysis

Jayatissa, Jayan (2024)

"Diabetic foot ulcers (DFUs) are becoming more common and present serious problems for patients and healthcare systems around the world. Open wounds known as DFUs are typically found on the lower extremities of people ...

“ChromaNirva” Automatic Near-Infrared Image Colorization using Synthetic Images

Yoganathan, Karthik (2024)

"Colorizing near-infrared (NIR) images poses unique challenges due to the absence of color information and the nuances in light absorption. In this paper, we present a novel approach to NIR image colorization utilizing ...

An application to Prepare for Floods and Thunderstorms, Monitor Air Quality, Report Carbon Emissions, and Calculate Your Carbon Footprint.

Gunathilake, Kaveen (2024)

"Sri Lanka recognizes the urgency of dealing with climate challenges, yet public engagement in these efforts is lacking. The proposed solution is the development of a user-friendly Web/Mobile app utilizing modern technology ...

TrustTrace: A Hybrid Mechanism for Fake News Detection in Sinhala Language for Twitter

Jayawardane, Kalana (2024)

"Throughout history, humans have been referring to “News” as a significant information source for decision-making in their day-to-day lives. With the advancement of technologies and internet services, humans have moved ...

DocScribe: A Transformer-based Approach for Generating Accurate and Fluent Documentation References.

Abayakoon, Kalindu (2024)

In the ever-evolving landscape of software development, code documentation plays a pivotal role. Clear, concise, and well-structured documentation not only aids developers in understanding the codebase but also contributes ...

FitFare' Personalised Fitness meal plan application

Selvakumar, Kavi Prashanna (2024)

"The project, titled ""FitFare Personalized Fitness Meal Plan Application,"" addresses the growing need for individualized meal planning in fitness applications by incorporating cultural preferences, specifically focusing ...

Machine Learning-based Food Waste Reduction System

Jayakody, Kavish (2024)

"Food waste is a global problem that presents serious environmental, economic, and social issues. Food expiration dates are something that most homes are unaware of, which can result in needless waste. The author suggests ...

Automated Cryptocurrency Trading

Rathnayake mudiyanselage, kavin (2024)

"The initiative is a design and implementation of a technical indicator-based algorithm and sentiment analysis automated trading system that will employ these tools to make smart moves in the crypto markets. The platform ...

SolarForecast: Feature-based Model Redistribution for Solar Power Forecasting.

De Benoit, Jhivan (2024)

"The document outlines the development of ""SolarForecast,"" a novel system for solar power forecasting using feature-based model redistribution. It aims to address the challenge of creating a flexible and generalizable ...

SocialSent: Sentiment Analysis of Text Reviews Using LSTM Enhanced Lexicon-Enhanced Bert Embedding Model.

Vigneswararajah, Mathushaan (2024)

"Traditional sentiment analysis techniques often fail in analysing social media text reviews due to the unstructured, context-rich nature of the reviews. Therefore, this research aims to explore the challenges involved ...

LifeVeda: Recognizing Ayurvedic Medicinal plants under natural background conditions.

Sembu Thanthirige, Minoli Nesith Jayasiri (2024)

"Ayurveda is a traditional healthcare system in Sri Lanka that dates to more than 3000 years. Ayurveda uses raw materials obtained from the nature to produce medicine that can be used to treat various health conditions ...

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