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A comparative study of car image generation quality using DCGAN and VSGAN
(Brac University, 2022-05)
In today’s modern society, image generation (synthesis) has a great number of uses in
various tasks. Image generation is used in crime forensics, improving image quality
and generating better images. In 2014, a scientific ...
Computer-generated artificial life model: algorithm for hunters hunting preys
(Brac University, 2021)
This thesis simulates the behavior of predators and preys observed between a pack
of wolves and a deer herd during a hunting scenario. We use the Boids flocking
algorithm, an artificial life model developed by Craig ...
Genome sequence analysis of bos frontalis and genome wide association study (GWAS) between near species
(BRAC University, 2021-06)
The Gayal is an enormous estimated imperiled bovine species having a place with the
Bovidae family, Bovini tribe , Bovina group, Bos family , and Bos frontalis species. It
is a semi-domestic animal, kept in gated forest ...
Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
(Brac University, 2020-04)
Epileptic seizures happen due to sudden bursts of electrical activity in the brain. This uncontrolled outburst may produce physical problems, abnormal behavior. Before the beginning of the seizure, a prediction is very ...
Heart attack prediction using machine learning and XAI
(Brac University, 2022-09)
Predictive analytics has received a lot of attention in recent years due to advances
in supporting technology, particularly in the areas of big data and machine learning.
In recent years, the uses of disease prediction ...
X-Ray classification to detect COVID-19 using ensemble model
(Brac University, 2021-06)
Diagnosis with X-Rays and other forms of medical images has soared to new heights
as an alternative visual Covid infection detector. Radiographic images, primarily
CT scans and X-Rays images play massive roles in assisting ...
Computer vision-based Bengali sign language to text generation
(Brac University, 2022-01)
In the whole world, around 7% of people have hearing and speech impairment problems.
They use sign language as their communication method. People from various
countries use a variety of sign languages. As an example, ...
Urban sound classification using convolutional Neural Network and long short term memory based on multiple features
(Brac University, 2020-04)
There are many sounds all around us and our brain can easily and clearly identify
them. Furthermore, our brain processes the received sound signals continuously and
provides us with relevant environmental knowledge. ...
Resource optimization in cloud computing using dynamic load balancing technique
(Brac University, 2021)
In this dynamic era of science and technology, the endless advancement of cloud
computing and the tireless usage of different devices now demands more optimized
cloud–based services to users over the internet system. ...
A framework for sentiment analysis: a data-driven approach
(Brac University, 2021-06)
Internet is free and straightforward access to an immense measure of crude content information that can be mined for sentiment analysis. For a long time, this is being used for market research, user opinion mining, ...