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Health monitoring IoT device with risk prediction using cloud computing and machine learning
(Brac University, 2020-04)
Health issues often stay hidden due to not having regular health checkups. Sometimes
these issues build-up to a signi cant health hazard which stays hidden until
it's often too late. So we came up with a series of ideas ...
Study on human emotion based on facial expressions through human machine communication
(Brac University, 2020-04)
Facial expressions are reactions of internal emotions that express states of human minds. In busy life people are ignorant about the emotions of others. Sometimes it’s hard for a person to interact with another individual ...
Plant disease detection using convolutional neural network
(Brac University, 2020-04)
Rice is a staple crop of Bangladesh and many metric tons of it are being destroyed
every year due to diseases. If the diseases can be efficiently and accurately classified ed
and recognized at early stage, the farmers ...
Predicting criminal activities analyzing video signal using machine learning
(Brac University, 2020-04)
Criminology is a method that is used to perceive wrongdoing and criminal qualities.
The crooks and the wrongdoing occasion likelihood can be overviewed with the
help of criminology frameworks. Video analysis and machine ...
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 ...
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 ...
Anti-aliasing for real-time applications in 3D using deep convolutional neural network
(Brac University, 2020-04)
In this paper we present a convolutional neural network model for solving the long-
standing aliasing problem in the real time 3D graphics industry. Aliasing refers
to the problem of having hard jagged edges in the ...
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 ...
Comparison of different CNN architectures for brain tumor detection using fMRI
(Brac University, 2020-04)
Brain is the most vital organ of human body which controls the entire nervous system of human body. In that case, if anything goes wrong inside our brain the entire
nervous system gets collapsed. The brain tumors are the ...
Enhancing crops production based on environmental status using machine learning techniques
(Brac University, 2020-04)
Bangladesh is an agricultural country. As the economy is based on agriculture highly,
there should be progress in this sector. To make progress in agriculture the productivity
must be increased. These days, productivity ...