"The problem of Conduct Disorder (CD) in children and adolescents arises through disruptive behaviours, including aggression, theft, and vandalism, often leading to long-term negative outcomes such as legal issues and poor ...
"Deepfakes refer to altered digital content through deep generative models to achieve photorealistic standards. Deepfake instances related to celebrities are growing due to the accessibility of large quantities of data. ...
"The presented research addresses a significant challenge in the realm of communication: the language barrier faced by deaf and hard-of-hearing individuals. Existing sign language-to-text or speech and vice versa translation ...
"Waste pollution in Sri Lanka's coastal regions poses a significant challenge, affecting marine
ecosystems, residents, tourism, and the environment. Addressing this issue necessitates innovative
solutions to enhance ...
"ABSTRACT
Globally, mental health issues are abundantly present, but professional psychological services
that could be tailored to individual needs are scarce. Main difficulties concerning traditional
mental health ...
"PotatoLens addresses the crucial issue of detecting blight diseases in potato crops, a significant threat to agricultural productivity and food security. Focusing on Sri Lankan agriculture, where potatoes are a staple ...
"Secure communications are an integral part of networking in the modern era, especially with the growing
need of drones for different applications. Single drone operations are the norm, but statistics have shown
that ...
"n the recent years, Driver Assist Systems (DAS) and autonomous cars has focused on developing
systems based on computer vision (CV) with the help of deep learning (DL). Due to the lack of
availability of these new ...
"In recent years, tremendous progress has been witnessed in the field of computer vision, particularly concerning object detection and image classification methods. Within this context, vegetable detection systems play a ...
"Agriculture plays a pivotal role in Sri Lanka’s economy, notably through tea production, which is
a significant source of foreign exchange earnings. However, the sector is currently grappling with
a critical issue: ...
"Sentiment analysis, a specialized field within NLP, plays a central role in this research. It
involves the extraction and interpretation of sentiments from textual customer reviews, ranging
from enthusiastic praise ...
"In the ever-expanding world of online video content, YouTube creators face the challenge of
optimizing their videos for discoverability and engagement. This research project aims to empower content creators with a browser ...
Diabetic foot ulcers (DFUs) present a significant challenge to individuals with diabetes globally, given the escalating prevalence rates in parallel with the rising incidence of diabetes. The current management strategies ...
"In effort to curb the ubiquitous problem of irrelevant advertisement in outdoor spaces, comes
an innovative real-time method for demographics analysis; the Automated Identify People and
Display Advertisements System. ...
"Ensuring the quality of tea powder in the production industry is a critical facet of maintaining
industry standards. This research introduces an innovative machine learning-based system
dedicated to the precise assessment ...
"This project proposes a novel disease diagnosis ensemble model for detecting tomato plant leaf
diseases using Convolutional Neural Networks (CNNs) and Vision Transformers (ViTs) to
accurately 9 types of diseases ...
"This research explores the field of Automated Essay Scoring (AES) in Natural Language
Processing (NLP) with the goal of implementing an optimal structured essay evaluation
system. Manual grading of exam papers is ...
"Cinnamon which is part of the Lauraceae spice family is one of the world’s most
sought-after spice. Sri Lanka being a nation rich in spices and culture is the biggest cinnamon
exporter to the world. Commonly identified ...
"This research addresses the challenge of accurately identifying and authenticating gemstones using a vision transformer model. Traditional methods often depend on expert knowledge and specialized tools, which may be ...
"This final year project presents the development and evaluation of a Large Language Model (LLM) based chatbot designed to address student queries regarding universities. With the increasing complexity of university ...