Faculty of Science and Information Technology: Recent submissions

Now showing items 521-540 of 5917

AgriViTX: An Explainable Vision Transformer Model for Multi-Crop Disease Detection with Farmer-Centric Deployment

Ayon, Rokonozzaman; Rahat, Abdullah Al (Daffodil International University, 2025-09-16)

Crop diseases cause great risks to world food security and livelihood of farmers particularly in the developing nations such as Bangladesh where maize, tomato and onion are staple crops. The conventional manual detection ...
Bridging the Communication Gap: An AI-Driven word-level Bangla Sign Language Interpreter

Rahaman, Md Saidur (Daffodil International University, 2025-09-16)

The present paper is a research project report creating a real-time Bangla Sign Language (BdSL) recognition system in a two-phase approach. The initial phase concentrated on developing a state-of-the-art baseline with ...
Bangla Dialect Classification and Standardization Using Traditional and Transformer-Based Approaches on a Custom Multi-Regional Corpus

Talukder, Md Shamim; Kholil, Md Ibrahim (Daffodil International University, 2025-09-16)

Bangla language is one of the most spoken languages in this world but one of the low resource languages in Natural Language Processing (NLP). The challenge is complicated by the existence of several regional dialects ...
Neura.ai - AI powered web development agent

Ahamed, Md. Tanzil; Hasan, Kazi Jahid (Daffodil International University, 2025-09-17)

Neura.ai: game changer for web app development ai is an all-in-one, browser-based web application authoring platform that enables the creation of major, complex business application in the browser, by anyone without a ...
A Web-Based Social Media Application – Mask: Share Freely, Trust Wisely

Tahmid, Md. Tanvir (Daffodil International University, 2025-09-17)

Mask App is a full-stack social networking platform built to test how modern moderation tools and credibility signals can fit naturally into a familiar social feed. It offers all the expected features-posting, commenting, ...
QViT: A Noise-Resilient Quantum-Classical Vision Transformer with Quantum State Tomography for Lung Cancer Classification

Mustofa, Sumaya (Daffodil International University, 2025-06-02)

Lung cancer has always been the primary cause of cancer mortality in the world, and the exact identification of its subtypes is still vital in the treatment of patients to enhance their survival. Over the past years, Vision ...
Real-Time Viral Skin Lesion Diagnosis: A Hybrid Deep Learning Framework for On-Device Deployment

Alif, Md. Sakibuzzaman (Daffodil International University, 2025-06-02)

This thesis addresses a critical public health issue by presenting a hybrid deep learning pipeline for the real-time, on-device diagnosis of viral skin lesions. The core objective was to develop a model that effectively ...
A Machine Learning and Deep Learning Framework for Spatiotemporal Prediction of Dengue Incidence

Baidya, Sonnet (Daffodil International University, 2025-06-11)

This study offers a comprehensive model for accurate dengue forecasting based on a combination of machine and deep learning. Logistic Regression (LR), Decision Tree (DT), Random Forest (RF), K-Nearest Neighbor (KNN), Naïve ...
A Resource-Efficient Deep Learning Framework for Gastrointestinal Image Classification

Niloy, Sowmik Hasan (Daffodil International University, 2025-06-14)

In this paper, we propose a cost-effective deep learning solution for diagnosing GI diseases, focusing on GERD and colorectal polyps, through endoscopic images. We explore the problems of executing high-performance AI ...
Micro Plastic In Water Detection Using Deep Learning Approach

Saha, Shuvajit (Daffodil International University, 2025-09-18)

The growing occurrence of micro-plastics in the water bodies is a major concern to environmental and human health. Historical methods of detection have been time consuming, costly and have used special laboratory set ups. ...
Maize Leaf Disease Identification Using Deep Learning Techniques: A Case Study in Bangladesh

Jahan, Nusrat (Daffodil International University, 2025-09-11)

This paper presents research on the deep learning methods and how the methods can be used in detecting three of the common corns on the leaves. A dataset was collected containing more than 4,000 actual pictures of contaminated ...
Environmental Impact Analysis on Money Plant Growth Using Image-Based Classification

Mukti, Sanzida Akter (Daffodil International University, 2025-06-02)

The growth of indoor plants depends heavily on environmental conditions yet researchers have not conducted enough quantitative studies that combine visual data with contextual information. This research evaluates Money ...
Enhancing Deepfake Security: A Transfer Learning Approach for Advanced Video Manipulation Detection

Islam, Shahrin (Daffodil International University, 2025-06-02)

The rapid advancement of deepfake technologies has emerged as a critical threat to the authenticity of digital media through the creation of highly realistic but fake visual content. The use of advanced video manipulation ...
Enhanced Depth of Anesthesia Classification Using Graph Neural Networks and EEG Features

Mahmud, Abdullah Al (Daffodil International University, 2025-05-11)

During surgical procedures, precise monitoring of the depth of anesthesia (DoA) is crucial for patient safety; yet, conventional techniques, such as the Bispectral Index (BIS), are expensive and opaque. Based on EEG signals ...
Abstractive Text Summarization for Bengali Language Using Attention Mechanisms

Talukder, Md. Ashraful Islam (Daffodil International University, 2025-05-14)

This paper offers a Bengali-to-Bengali abstractive text summarization approach based on a sequence-to-sequence Recurrent Neural Network (RNN) model with attention mechanisms, to create concise, concluding summaries of ...
Ai-Driven Multi-Disease Detection In Retinal Imaging

Paul, Pritimoy (Daffodil International University, 2025-06-02)

Ophthalmology must detect retinal disorders as early as possible to prevent irreversible visual impairment (including blindness). This thesis offers a deep learning method to automate the detection of 45 retinal diseases ...
Autometic Irrigation And Monitoring System For Balcony And Rooftop Plant Using Iot “Krishibot”

Mazumder, Saikat (Daffodil International University, 2025-05-11)

Our smart device “Krishibot” is an IoT product installed in your house to monitor your plants 24/7. The device is very easy to carry around, because it is so lightweight. The main idea ofthe thesis is to create and set up ...
Factors Influencing the adoption of Ride sharing: A PLS-SEM Approach

Johora, Fatema Toz (Daffodil International University, 2025-07-23)

Currently, ride-sharing has become a popular mode of transportation due to its affordability and reduced hassle compared to traditional public transport. However, major challenges such as safety concerns, traffic congestion, ...
Fake News Detection Using Machine Learning Approach

Asif, Md. Asadujjaman (Daffodil International University, 2025-05-23)

As internet usage rises, individuals are increasingly encountering false information. To gain fame and benefit financially, clickbait news sites and social media propagate misleading details to mislead the public. Engaging ...
MelanomaNet: RL-Guided Hyperparameter Optimization in Deep Meta-Ensembles for Melanoma Image Classification

Khanom, Jakia (Daffodil International University, 2025-05-23)

Skin cancers, particularly melanoma, constitute a public health issue as they are highly aggressive and deadly if not caught early. This research study proposes an energetically inspired, conscientious deep learning framework ...

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