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Cassava leaf disease classification using deep learning and convolutional neural network ensemble
(Brac University, 2022-01)
Cassava is a high-protein and nutrient-dense plant, notably inside the leaves. Cassava
is often used as a rice alternative. Pests, viruses, bacteria, and fungus may cause
a variety of illnesses on cassava leaves. This ...
A deep learning approach towards soft biometrics attributes prediction using CNN
(Brac University, 2021-09)
Any physical, behavioural or adhered human characteristics that we can observe
from a person is known as Soft Biometric.The most common physical soft biometric
attributes are height, age, ethnicity, facial hairs, gender, ...
Predicting peak performance of a cricket player using machine learning and data analytics
(Brac University, 2022-08-25)
In the modern era, the game of cricket has evolved into a batting friendly lexicon more than ever. However, bowlers adapting to every suitable condition can also change the dynamics of the game. Prior studies were carried ...
Stock price prediction
(Brac University, 2023-05)
Accurately predicting the stock value enables investors to earn more money, reducing
their uncertainty on whether to buy and sell. Again during the COVID-19 period,
many companies have shown a different picture of the ...
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 ...
A computer vision based approach for stalking detection using CNN-LSTM hybrid model
(Brac University, 2022-05)
The next level of revolution toward a better world could involve combining human
security with machine intelligence. In recent years, stalking in public areas has
become a pervasive issue, and women are disproportionately ...
Prediction of anxiety and depression among the transgender in Bangladesh
(Brac University, 2022-05)
Today, mental health is as important as safety. It affects people directly and indirectly.
Transgender people with mental health issues are often overlooked and in our
nation, especially transgender women, suffer from ...
Machine learning for stress prediction
(Brac University, 2023-01)
Emotional, psychological, and social well-being are all part of mental health. Stress,
social anxiety, depression, and personality disorders are just a few of the elements
that build up mental health issues that lead to ...
RED-LSTM: Real time emotion detection using LSTM
(Brac University, 2023-01)
The development of the Internet of Things and voice-based multimedia apps has
allowed for the association and capture of several aspects of human behavior through
the use of big data, which consists of trends and patterns. ...
Detecting online recruitment fraud by using machine learning
(Brac University, 2021-01)
Online Recruitment fraud (ORF) is becoming an important issue in the cyber-crime
region. Companies find it easier to hire people with the help of the internet rather
than the old traditional way. But it has greatly ...