Faculty of Science and Information Technology: Recent submissions

Now showing items 101-120 of 5177

Leafy vegetables identification through image processing with transfer learning methods

Rahman, Md.Sadiur (Daffodil International University, 2024-07-24)

Maintaining a healthy and robust lifestyle necessitates the consumption of nutritious food, with vegetables playing a pivotal role. Among the different types of vegetables, leafy vegetables are one of them which provide ...
Development of a Web Based Doctor Appointment System

Islam, Md. Rafiul (Daffodil International University, 2024-07-24)

Online system is a web application system for search doctor. This main objective of myproject “Online doctor appointment system”. This is a system where anyone can createappointment and connect with their required doctor. ...
Classification of English Translated Holy Quran & Generating Verses Based on Search Index

Hasan, Hadika (Daffodil International University, 2024-07-24)

The English translation of the Holy Quran serves as an essential guide for spiritual enlightenment and wisdom globally. This research emphasizes the application of advanced deep learning techniques for classifying and ...
Classification of English Translated Holy Quran & Generating Verses Based on Search Index

Hasan, Hadika (Daffodil International University, 2024-07-24)

The English translation of the Holy Quran serves as an essential guide for spiritual enlightenment and wisdom globally. This research emphasizes the application of advanced deep learning techniques for classifying and ...
Sentiment analysis on pandemic and current global conflicts:

Mekail, M.; Sakib, Shareair (Daffodil International University, 2024-07-24)

Natural disasters, pandemics, and social unrest are examples of crises that persistently endanger our planet and have a profound emotional impact on millions of people worldwide. We face various challenges in Bangladesh, ...
Identification of student productivity challenges in Bangladesh:

Hasan, Md. Touhidul; Sazid, Md. Tanven Arefin (Daffodil International University, 2024-07-13)

Natural Language Processing (NLP) approach is adopted in this research to identify the causes of students’ productivity problem in Bangladesh. To the best of the authors’ knowledge, the current study adopted a cross-sectional ...
Revolutionizing agriculture: unveiling yolov-8- powered multi-labled seeds segmentation

Al Fahim, Hafiz; Abid Hasan, Md. (Daffodil International University, 2024-07-24)

There is a wide range of dry seeds in the world. The quality of seeds significantly impacts crop production. Hence, seed classification is vital for both marketing and production, serving as the foundation for sustainable ...
Internship on Software Quality Assurance (SQA)

Ray, Roni (Daffodil International University, 2024-07-24)

During my internship at Creative Soft Technology I went deeper into the Software Quality Assurance (SQA) and gained practical experience and an understanding of the processes that are necessary for the assurance of ...
Internship On Software Quality Assurance (SQA)

Somiya (Daffodil International University, 2024-07-24)

During my Software Quality Assurance (SQA) internship at Creative Soft Technology Ltd, I acquired hands-on experience across various stages of the software development life cycle (SDLC), with a focus on testing and quality ...
Deep learning based advance image processing for bone fracture detection

Islam, Md. Saim; Rahman, Syed Asif (Daffodil International University, 2024-07-24)

Bone fractures are widespread in different age groups; hence, making the medical interventions more effective and accurate demands the application of the most precise diagnostic techniques. The traditional procedures for ...
Bangla Braille Character Recognition using Convolutional Neural Network

Imtiaz, Fahim (Daffodil International University, 2024-07-24)

Through the creation of a Convolutional Neural Network (CNN)-based model that is inspired by the YOLO architecture, the purpose of this thesis is to find a solution to the substantial difficulty of Braille character ...
Image Analysis for Detecting Wildfire Using Deep Learning

Sifat Bin Solaiman, Sifat Bin (Daffodil International University, 2024-07-24)

Approximately 80% of the total organisms on Earth rely on trees for sustenance and shelter. Homo sapiens mostly inhabited forested environments throughout their existence. Wildfires have the potential to do harm to ...
A web based application for swift and accurate cotton leaf disease classification using deep learning approach

Shikder, Md. Habibur (Daffodil International University, 2024-07-24)

This report focuses on advancements in cotton leaf disease detection, aiming to address agricultural challenges and promote sustainable farming practices. Leveraging deep learning models such as VGG16 (93.80% accuracy), ...
Detection of potato leaf disease using deep learning approaches

Rayhan, Abu (Daffodil International University, 2024-07-24)

Throughout the globe, potatoes are one of the most important food crops. Potato farming has grown quite common across Bangladesh in the previous few decades. Plants of potatoes cannot grow properly under several conditions. ...
Liver cirrhosis prediction using a machine learning approach

Khan, Jidan (Daffodil International University, 2024-07-13)

Liver Cirrhosis Prediction is a crucial area of research aimed at improving the accuracy and effectiveness of identifying liver cirrhosis cases. This study explores the performance of three classification algorithms, ...
Cyberbullying detection from Bangla social media comments using machine learning

Hasan, Md. Nayeem; Jubayer, S.M Anzumul (Daffodil International University, 2024-07-24)

Cyberbullying is becoming more common and is a big problem for people's mental health and for society. We need strong monitoring systems that can work in a variety of Bangla language contexts. The main goal of this study ...
Predictive modeling and risk assessment for copd using a machine learning approach

Riad, S. M. Fardin Foyes; Fahim, Nahid Arman (Daffodil International University, 2024-07-24)

Chronic obstructive pulmonary disease (COPD) is a major worldwide health concern, impacting millions worldwide by its progressive and debilitating effects. This study aims to develop personalized machine learning models ...
A machine learning approach: predicting the number of dengue patients in Bangladesh based on climate changing data

Akter, Jeny (Daffodil International University, 2024-07-24)

Aedes aegypti mosquitoes are the vector of dengue fever, which can cause fatalities. Symptoms range from mild flu-like symptoms to severe diseases like shock syndrome and dengue hemorrhagic fever. In light of climate-related ...
Exploring the relationship between dengue and environmental factors in Dhaka using machine learning Md. Asik Reza Tasin

Tasin, Md. Asik Reza (Daffodil International University, 2024-07-24)

My thesis explores how environmental factors like temperature, humidity and rainfall contribute to the spread of dengue fever in Dhaka of Bangladesh. Rapid urbanization and a dense population have created ideal conditions ...
Harnessing embedded technology for smart tobacco agriculture with arbuscular mycorrhizal fungi and organic fertilizers.

Ferdoush, Raisa; Afsar Ikram, Mohammad Nurul (Daffodil International University, 2024-07-24)

The research titled “Harnessing Embedded Technology For Smart Tobacco Agriculture With Arbuscular Mycorrhizal Fungi and Organic Fertilizers” show the important insights about embedded technology based Smart Agriculture ...

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