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A novel approach to reduce air pollution through machine learning based PM2.5 prediction
(Brac University, 2022-05-24)
AI (Artificial Intelligence) is one of the most fascinating subjects for computer scientists in this century. It is a technology that helps a machine to do tasks by itself which needs human intelligence. This technology ...
N.P.K. based crop suggesting model
(Brac University, 2019-12)
Bangladesh is a country having an area of 1, 47,570 square kilometers in which
roughly 70.63 percent is agricultural lands [1]. As an agricultural country we are
mostly dependent on soil. There are 3 most important ...
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 ...
Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models
(Brac University, 2021-10)
The world is going through a severe viral pandemic which is caused by COVID-
19. People infected with this virus, experience severe respiratory illness. The virus
spreads through particles of saliva or droplets from an ...
Machine learning In breast cancer prognosis and prediction
(Brac University, 2022-05-19)
In the human body, cancer is a condition that causes cells to proliferate quickly and uncontrolled across the whole body. It has the ability to arise in any of the billions of cells that build up the human body. Human cells ...
Quantum lattice learning and explainable artificial intelligence for maternal and child healthcare
(Brac University, 2022-02)
The current approach to maternal and child healthcare is extremely patient-centred,
it requires costly, risky surveillance and testing before diagnosis besides treatment
accompanied with uncertainty despite the essential ...
Machine learning based data processing and latency reduction in the internet of things for agriculture
(BRAC University, 2018-12)
The Internet of Things is best stated as a network of “things” that have the ability to generate
and share information between themselves and interact with the environment according to the
percepts from this environment. ...
Sentimental analysis of customer product Reviews to understand customer needs using machine learning
(Brac University, 2023-05)
People are influencing aspects of the digital world through machines. As a result, it
is crucial to upgrade and use this aspect to do so. In the past, people used written
letters to provide feedback. However, people are ...
Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
(Brac University, 2021-01)
Cryptocurrency has been a fascinating topic of many over the past few years, as many
people are starting to trade these currencies for big cash-outs. It is a decentralized digital
currency. It is a cryptocurrency that ...
Text classification using machine learning algorithms
(BRAC University, 8/2/2018)
Financial, educational and communal activities produce enormous amount of data. Automatic text classification has significant application in content organization, point of view extraction, evaluation analysis, spam filtering ...