"The objective of the research is to increase the precision and effectiveness of sentiment
classification in the Sinhala language space by solving the problem of sentiment analysis on
news comments. Given its linguistic ...
"This thesis addresses the imperative challenge of improving medical diagnostics, focusing on Bone Fracture Detection in X-ray images. The first paragraph introduces the problem, highlighting the limitations of conventional ...
"Multiple approaches have been followed for Deepfake detection, the most
promising being FST-matching, Siamese Neural Network and Recurrent Neural
Network (RNN). FST-matching involves comparing source(original) to the ...
MOOC’s (Massive Open Online Courses) have taken a giant leap forward when it comes to education in general, after covid the impact and usage of MOOCs have been very prominent, and most individuals take online courses for ...
In recent years, there has been a growing interest in using machine learning models for music generation. However, existing melody generation models have several limitations, including the inability to generate music that ...
The aim of this project is to develop an automated melody transposition system based on users voice pitch that enhances musical creativity and user involvement. It evaluates the user's voice while they sing, altering the ...
"Training advanced machine learning (ML) models like Denoising Diffusion Probabilistic Models
(DDPMs) is resource-intensive, limiting their practical use. The uniform application of diffusion
steps, regardless of data ...
"Traditional floor planning processes are often marred by complexity, lack of customization,
and the potential for costly mistakes. Current floor plan recommendations typically offer
minimal requirements and require more ...
"The spread of diseases in crop production is a major challenge to global food security. Among these crops, black pepper is sensitive to a variety of diseases, which can reduce productivity and quality. Using deep learning ...
"Colour consulting, or personal colour analysis, is a vital tool for assisting people in choosing colours that enhance their natural skin, hair, and eye colours. Finding one's undertone and recommending a distinctive colour ...
"Tea factory packing area is a major stage in the whole tea manufacturing process. The packing area carries out tea blending and other packing activities. Factory supervisors and factory managers make major decisions on ...
"The task of model evaluation is a vital step in the development of machine learning models, but it can be noticed that despite its importance, all current standardized evaluation metrics for machine learning models are ...
"This research introduces an innovative approach that integrates Structured Indexing and
Retrieval (SIR) techniques with Large Language Models (LLMs) to enhance the process of
codebase retrieval and interaction. By ...
"Sri Lankan E-Commerce platforms are rapidly evolving, Understanding the sentiment through
reviews has become a critical challenge, particularly due to the prevalent use of code-mixed and
code-switched that combines ...
My thesis focuses on developing a farmer-centric application aimed at providing crucial weather
information and crop recommendations to optimize agricultural practices. By incorporating real
time weather data, and ...
"This study tackles the urgent problem of managing diseases in the present day, with a particular
emphasis on diabetes. As the century progresses, more and more people become ill with
different ailments, which calls ...
This study aimed to enhance the performance of the glossBERT model, a leading Word Sense Disambiguation (WSD) approach, by incorporating Named Entity Recognition (NER) and synonyms into the training phase. Utilizing a ...
"Sri Lanka is developing nation, heavily relies on its Small and Medium Enterprise
(SME) sector SME sector, which accounts for 75% of the total enterprises in Sri Lanka.
Agri-SMEs, comprising over 75% of all SMEs in Sri ...
"MasterSync is an advanced platform designed to enhance SAP ERP master data management by addressing key operational challenges. It aims to streamline processes such as tracking data creation requests, managing complex ...
"Dairy farming industry serves as the livelihood for smallholder farmers in developing
countries such as in the Asian region. The industry also plays are crucial role in enhancing
food security, promoting nutrition, ...