Browsing by Author "Rahman, Md. Khalilur"
Now showing items 1-20 of 26
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Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
(Brac University, 2023-01)The task of image captioning is a complex process that involves generating textual descriptions for images. This technology is extremely beneficial for a wide range of applications, such as assisting people with visual ... -
A comprehensive NLP-based voice assistant system for streamlined information retrieval in metro rail services of Bangladesh
(Brac University, 2024-01)Bangladesh’s capital city Dhaka is served by the Dhaka Metro Rail. A metro-rail based rapid transit system is considered one of the important technologies that may decrease the working-hour wasting issue in a developed ... -
A comprehensive study and analysis of artificial intelligence-based waiter robot in restaurant
(Brac University, 2024-01)"The rapid development of technology has led to the implementation of numerous solutions aimed at streamlining processes, one of which is the incorporation of artifi cial intelligence. The Simultaneous Localization and ... -
A deep learning based autonomous electric vehicle on unstructured road conditions
(Brac University, 2021-09)Autonomous driving vehicles are too known as driver-less cars which is one of the foremost astounding advances of the twenty-first century, anticipated to be driverless, effective, and crash dodging ideal urban cars of ... -
Environment mapping and air purification system for vehicular and brick kiln emissions
(Brac University, 2020-04)Air pollution is a very common environmental issue in our country. Moreover, this very environmental issue has numerous harmful side effects. The harmful effects can occur both to the outer environment and to the people. ... -
Face recognition based home security system
(Brac University, 2019-12)With the help of recent technological advancement the world is moving towards an era of advance security systems. For every single purpose or system the main concern is safety. As software based security system creates ... -
A framework of biometric recognition and personalized mobile application to establish a dynamic connection with the ATM to enable secure transaction
(Brac University, 2019-08)Secure transaction of money is the prime concern of banking industries for establishing a strong banking network worldwide. By the vast uses of Automated Teller Machine (ATM) in this industry transaction of money has ... -
Identifying Bangla deceptive news using machine learning and deep learning algorithms
(Brac University, 2023-05)Internet-based resources are utilized by the vast majority of individuals today. The news published on websites and shared on social media platforms are examples of such resources. Due to the increasing number of content ... -
An integrated approach: fake review detection using convBERT-BiLSTM classification
(Brac University, 2024-01)In the era of E-commerce, online reviews significantly shape consumer buying decisions and store evaluations. However, the prevalence of unethical practices such as review manipulation poses a considerable challenge. ... -
A machine learning approach to detect DeepFake videos
(Brac University, 2021-06)DeepFake detection is important as the internet is a big part of our lives. DeepFake photos and videos can easily mislead us into thinking something that probably did not happen. It can also reduce trust in the media. ... -
ML based career suggestive system for informal job sector considering cognitive skills
(Brac University, 2022-05)We are striving to build a realistic procedure by which we, particularly the future generation, will be able to choose the right career based on their capacity and interests. A few well-known international firms, including ... -
Mobile sensors based human activity recognition using machine learning with explainable ML
(Brac University, 2021)Based on the data collected from the sensors of smartphone a region that has garnered a lot of interest has a consequence of the growing popularity in the numerous variety for pertaining to applications(i.e. Real world ... -
NLP-based AI robot for intelligent interaction
(Brac University, 2024-01)The benefits and advantages of integrating AI, ML, and NLP into library services which can redefine how traditional libraries function are thoroughly discussed in this paper. The practical applications of ML and AI in ... -
Non-cash payment method using QR codes in an automated microcontroller-based vending machine
(BRAC University, 2014-12)The purpose of this thesis project is to implement a micro-controller-based automated vending machine which uses codes as a method for authorization of payments of online accounts to implement a non cash payment method for ... -
Obstacle avoidance and object detection for semi autopilot system of an electric car
(Brac University, 2019-04)In this modern era of transportation we are experiencing the best utilization of technology in our daily life though using different types of advance vehicles. If we look at the transportation industry one similar thing ... -
Open source, low cost combine harvester
(BRAC University, 2018)Bangladesh is widely known as an agricultural country. A large number of its population depends on it to earn their livelihoods be it directly or indirectly. A major portion of this country's earnings comes from this sector. ... -
Real-time crime detection using convolutional LSTM and YOLOv7
(Brac University, 2023-05)The principal goal of this study is to create a crime detection system in real-time that can effectively handle closed-circuit television (CCTV) video feeds and evaluate them for possible criminal occurrences. The system’s ... -
Real-time driving monitoring system on a single-board computer utilizing deep neural networks integrated with MiDAS
(Brac University, 2023-09)In recent years, road safety has emerged as a critical concern due to the increasing number of accidents attributed to driver negligence and fatigue. This thesis addresses this pressing issue by proposing a Real-Time ... -
RetinalNet-500: a newly developed CNN model for eye disease detection
(Brac University, 2022-05)Fundus images are commonly used by medical experts like ophthalmologists, which are very helpful in detecting various retinal disorders. They used this to diagnose the different types of eye diseases like Cataracts, ... -
A rule based approach for implementation of bangla to english translation
(© 2012 IEEE, 2013)An initiative to model a Bangla to English (B2E) translation using Natural Language Processing (NLP) was proposed in our previous research. Here we implemented the model with a lot of modifications. A very successful ...
