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Short term forecasting of photovoltaic module using machine learning
(Brac University, 2021-10)
The objective of this study is to analysis and observe the performance of the photovoltaic (PV) modules in different environmental conditions by applying machine learning algorithm . There were two PV Modules , one is ...
Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
(Brac University, 2021-09)
Agriculture has been the driving force of the Bangladesh economy. In the agricultural sector,
farmers are largely incapable of using scientific technology to maximize crop yield and identify
which crops can be grown in ...
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 ...
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, ...
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 ...