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Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
(BRAC University, 2018-12)
There has been significant development in the recent Education System with the rapid development of
technology however there are very few facilities that can help those people with disabilities such people
without sight. ...
Forecasting market movement in Dhaka Stock Exchange: LSTM vs. ARIMA
(Brac University, 2019-04)
This paper creates and examines the performance of LSTM models against ARIMA models,
using Dhaka Stock Exchange data from beginning of 2000 to the beginning of 2019. An
algorithm has been designed to simultaneously train ...
Infrared thermography based defect analysis of photovoltaic modules using machine learning
(Brac University, 2020-10)
Solar photovoltaic (PV) has gained much attention throughout the world for clean energy production. Faults in the PV modules cause the reduction of the amount of the electricity gain from the PV systems. Detecting faults ...
Water quality monitoring using machine learning and Internet Of Things (IoT)
(Brac University, 2021-04)
In this project, we built and developed an IoT based system that can monitor the water quality of various places in real-time and provides future predictions regarding the water quality in each place. For this project, we ...
Bioinformatics and machine learning in prevention, detection and treatment of HIV/AIDS
(Brac University, 2021-07)
As the acquired immunodeficiency syndrome (AIDS) pandemic continues to be a major
health crisis of global concern, new strategies in the management and treatment of the disease
is being explored. This project titled ...
Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
(Brac University, 2021)
Image segmentation is a fundamental section of the current healthcare system to segment and
detect diseases such as disease of the lung (pneumothorax), cancer, diabetic retinopathy, dengue,
malaria, heart disease, ...
Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning
(Brac University, 2020-09)
Bangladesh is predominately an agriculture-based country, which faces uncertain crop yields and inefficient farming infrastructure resulting in adverse effect in food security. Habiganj is selected as the study area because ...
Outdoor performance analysis and prediction of photovoltaic modules using machine learning algorithm
(Brac University, 2020-06)
The objective of this study is to inspect the performance of the photovoltaic (PV) modules in different environmental conditions and to apply a machine learning algorithm for prediction analysis. Photovoltaic modules are ...
Automatic braking system and smart safety features to avoid and reduce road accident
(Brac University, 2021-09)
There has been a huge increase of road accident in the last couple of years. This has been quite an issue in our country as a nationwide protest was held against it. A smart system which can do not only Vehicle to Vehicle ...
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 ...