Browsing School of Data and Sciences (SDS) by Title
Now showing items 1184-1203 of 2154
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Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck
(Brac University, 2023-08)In order to reduce manpower and bottleneck in the inspection system of industrial garments, we explored the application of the YOLOv5 model using our very own dataset of defective clothing pieces. The economy of Bangladesh ... -
An Introduction to Cosmic Inflation Theory
(BRAC University, 2021-01)This thesis provides a detailed derivation of the Friedmann Equations in the frame work of general relativity and for an FLRW universe. An introduction to the theory of cosmic inflation, the motivations for it, and, the ... -
Intrusion detection system for various IoT attacks on MQTT protocol
(Brac University, 2022-01)In recent times the number of IoT devices have increased massively but the security of these devices has not been upgraded. Due to this huge number, achieving high security is a big challenge. The use of a classic ... -
Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
(Brac University, 2022-01)Nowadays, the number of interconnected devices (IoT) is increasing dramatically. This expansion poses new security problems for network operators, IoT service providers, and users. Security measures implemented on IoT ... -
Investigating adaptation of Staphylococcus aureus to hand sanitisers and subsequent antibiotic co-selection via experimental evolution
(Brac University, 2023-10)One of the most notable results of the COVID-19 pandemic is the escalation in the use of hand sanitisers as personal hygiene products as well as in healthcare settings. Besides devising effective infection control ... -
Investigating music algorithm in neural information processing: robust feature extraction for emotional state classification from multichannel EEG signals
(Brac University, 2021-08)The major challenge in any electroencephalogram (EEG) classi cation task lies with in the dilemma of feature extraction, as raw time series signal provide little correlated information, yet it holds colossal varieties ... -
Investigating the use of deep learning for textual entailment in BRACU-NLI dataset
(Brac University, 2024-01)This work aims to analyze the potential of deep neural models for text-based entailment in Bangla Language. Entailment is the method of determining whether one text infers or goes against another text. The study concentrates ... -
Investigation assistant with suspect anticipating intelligence
(Brac University, 2019-08)Truly settling crimes have been the privilege of the criminal justice and law enforcement specialists. With the expansion of the utilization of the computerized system to track violations and follow culprits, computer ... -
Investigation cloud data storage
(BRAC University, 12/12/2012)A cloud database is a database that typically runs on a cloud computing platform. Of the databases available on the cloud, traditional data model is SQL-based. The recent trend is to move on to NOSQL data model. Now, the ... -
An investigation of a gridconnected solar powered water pumping system
(BRAC University, 2016-02)The following research work highlights the working principles of a solar powered water pumping system and how it can be a viable option in the context of Bangladesh. The report intends to differentiate between two types of ... -
Investigation of insulin promoter factor 1 gene C18R and R197H variants association with type 2 diabetes mellitus in Bangladeshi population
(Brac University, 2019-07)Diabetes Mellitus (DM) is a common metabolic disorder, resulting from defects in insulin secretion, insulin action, or both. But the molecular mechanism behind the basic defects of DM is not yet fully understood. Defect ... -
Investigation of IV characteristic of semiconductor diode and resistor using keithley 2450 source meter operated by labview programming
(Brac University, 2019)This internship report mainly focuses on Investigating the IV characteristic curve of diode and resistor using Keihley 2450 source meter operated by lab view programming. Using the Lab view programming such configuration ... -
An investigation of Mobilized Colistin-Resistance (MCR) gene and underlying dissemination mechanism using clinical, poultry and environmental samples in Bangladesh
(Brac University, 2020-01)Colistin, widely considered as the last-resort antibiotic for the treatment against multidrug-resistant (MDR) gram-negative bacteria worldwide, is being used indiscriminately in the poultry, livestock and fishery farms ... -
Investigation of Pov-Ray data structures and algorithms
(BRAC University, 2009-04)Ray tracing is the most powerful technique for producing photo-realistic images. POV-Ray is a popular freeware and open source ray tracing software capable of producing stunningly realistic images. While the user documentation ... -
Investigation of the role of Free DNA in the formation of Bacterial Biofilm
(Brac University, 2022-09)Bacteriophage also known as bacterial virus are considered as natural enemy of bacteria since their discovery. In many medical settings, bacteriophages are used to eliminate bacteria from bacterial infected region. In ... -
An investigation on implementations of theoretical whitebox cryptographic solutions
(Brac University, 2024-01)Whitebox Cryptography techniques are those which are aimed at protecting software implementations of cryptographic algorithms against key recovery in unprotected devices. The sensitive data embedded in the code is the ... -
Ion acoustic wave in relativistic magnetized quantum plasma with positive ions, negative ions, electrons and stationary dust particles
(Brac University, 2022-07)The propagation of the ion acoustic (IA) solitary waves (SWs) in a degenerate quantum plasma with external magnetic field (containing magnetized positive and negative ions, unmagnetized quantum electrons with stationary ... -
IoT based health monitoring system for elderly people
(BRAC University, 4/18/2017)Internet of Things (IOT) is a where data collection is done via devices which communicates with each other and stores those data in cloud. From which it is possible to extract, analyze and send data way faster with efficiency. ... -
An IOT based home automation and chemical detector with real time data analysis
(Brac University, 2021-09)IoT has become one of the most important technologies of the 21st century. We can connect everyday objects like kitchen appliances, cars, baby monitors, light, fan, water motor to the internet via embedded devices. We ... -
IoT based parking system: prospects, challenges, and beyond
(Brac University, 2021-09)The world is getting populated over time and with that number of cars per space is increasing. Parking gets complicated for people over time. Over the development of the Internet of Things (IoT), many parking systems get ...