Thesis & Report, BSc (Computer Science and Engineering): Recent submissions
Now showing items 101-120 of 1496
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Subjective question generation and answer evaluation using NLP
(Brac University, 2023)Natural Language Processing (NLP) is one of the most revolutionary technologies today. It uses artificial intelligence to understand human text and spoken words. It is used for text summarization, grammar checking, ... -
Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
(Brac University, 2023-09)Virus which causes monkeypox is capable of infecting both humans and nonhuman primates. In order to effectively treat monkeypox and prevent the disease’s further spread, it is necessary to diagnose the skin lesions caused ... -
Normalizing images in various weather and lighting conditions using Pix2Pix GAN
(Brac University, 2024-01)Autonomous vehicles are widely regarded as the future of transportation due to its possible uses in a myriad of applications. In recent years, perception systems in driverless cars have had reasonable development through ... -
Gender classification in Bangla language using deep learning-based voice analysis
(Brac University, 2023)Gender classification based on voice analysis is one of the elemental tasks in speech and audio processing, with various applications such as speech recognition systems, voice assistants, call center analytics, etc. For ... -
Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
(Brac University, 2023-09)Maize is one of the most produced crops in the world and a significant contributor to the economy of various countries. Maize leaf diseases can lead to hamper of crop production and eventually reduce profit of agricultural ... -
Academic document verification using SSI and blockchain technology
(Brac University, 2023-09)Academic certificates are evidence of qualification for their recipients. Although academic data is regularly transmitted by institutes, the procedure of transferring and verifying this data is usually tiring and ... -
Hate speech detection using machine learning techniques
(Brac University, 2022-05)Social media and sharing platforms are improving in tandem with the internet. Although, humanity has bene ted from these platforms in a variety of ways. However, many people were faced with a variety of obstacles and ... -
D-ARTNET22 V1: a neural network framework against stolen digital artworks getting Non-Fungible Token (NFT) labels
(Brac University, 2022-05)"Since NFT sites gained fame for selling digital arts, NFT crimes have taken a toll on excessive amounts of digital content creators as stolen digital artworks get their ownership changed permanently in the name of the ... -
Predicting temperature of major cities using machine learning and deep learning
(Brac University, 2022-05)Currently, the issue that concerns the world leaders most is climate change for its effect on agriculture, environment and economies of daily life. So, to combat this, temperature prediction with strong accuracy is vital. ... -
Deep learning based crowd monitoring and person identification system
(Brac University, 2023-09)In this paper, we propose a deep learning-based crowd monitoring and person identification system and a crowd-video dataset to address the challenges posed by the recent COVID-19 pandemic or future pandemics may occur, ... -
An implementation and analysis of deep learning models for the detection of wheat diseases
(Brac University, 2023-09)Detecting a disease visually is a time-consuming and error-prone operation, and in the agricultural arena, for disease control, crop yield loss prediction, and global food security, automatic and accurate evaluation of ... -
Towards santali linguistic inclusion: building the first Santali-to-English translation model using mT5 transformer and data augmentation
(Brac University, 2023-09)Around seven million individuals in India, Bangladesh, Bhutan, and Nepal speak Santali, positioning it as nearly the third most commonly used Austroasiatic language. Despite its prominence among the Austroasiatic language ... -
An efficient deep learning approach to detect citrus leaves disease
(Brac University, 2023-01)Bangladesh is one of the leading exporters of citrus. The country has been exporting citrus fruits to more than 60 countries annually. The main risk that citrus disease poses to crop yield is through contact with infected ... -
Automated model to rank candidates for a job position based on data extracted from LinkedIn profiles
(Brac University, 2023-01)Recruitment process has become very crucial in the vast job market and being able to recruit effectively is a challenge. This is because, there is a scarcity of suitable candidates for any particular job opening. Moreover, ... -
Network infrastructure maintenance and troubleshooting at Paradise Technologies Limited
(Brac University, 2023-09)This internship report focuses on ”Network Infrastructure Maintenance and Troubleshooting at Paradise Technologies Limited”. The report delves into the critical aspects of maintaining and resolving issues in the company’s ... -
Education content provider based on particular weaknesses of students: a unsupervised machine learning appro
(Brac University, 2023-09)To uncover underlying patterns in large datasets, a procedure called data mining is often utilized. By analyzing data gathered through Online Learning (OL) systems, data mining can be used to unearth hidden relationships ... -
A community website for the Bengali community residing in the UK - a project by London Academy of IT
(Brac University, 2023-09)This report provides an overview of my experience as a full stack web developer at the London Academy of IT. I had been assigned with building a community website for the Bengali community residing in the UK from scratch. ... -
Detection of skin diseases using deep learning
(2023-09)As a topic of global health importance, skin diseases must be quickly identified and accurately diagnosed to allow for effective treatment. Specifically for the classification of skin diseases, the use of deep learning ... -
Synthetic population generation using census data
(Brac University, 2023-09)An open-source population simulator is being developed to address the limitations posed by current closed-source population simulators. The close nature of these existing simulators restricts access to demographic modeling ... -
Internship as a software Engineer- Banking app
(BRAC University, 2023-06)In this present world everything is considered under competition . In our academic life we compete with our class or group mates. On the other hand in our job sector we compete with other companies . Now if we think about ...
