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Now showing items 11-20 of 116
A domain and noise adversarial bird tune classification pipeline using deep neural network
(Brac University, 2022-09-29)
Birds are an important category of animals that ecologists keep track of utilizing
autonomous recording units as a key indication of environmental health. Because
of the consequences of climate change and the rising ...
Classification of damaged vegetation areas using convolutional neural network over satellite images
(Brac University, 2021-01)
Forests and wild vegetation have always been highly significant natural resources throughout history and play a crucial role in keeping the climate and ecosystems well balanced. Over the years, there has been a growing ...
Blockchain-based traffic surveillance footage authenticity detection system
(Brac University, 2023-01)
With the advancement in technology, fraudulent videos are becoming harder to de tect and easier to produce. Surveillance footage can serve as circumstantial evidence
when dealing with crimes, however when this footage is ...
An efficient deep learning approach to predict heart failure from image data using ejection fraction
(Brac University, 2022-09-28)
Heart is the core of human body. A normal heart beats almost 1,15,200 times in a day
and 80 beats per second to make us live alive. But we often take it granted and do
uncertain thinks which stops it to function perfectly. ...
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 ...
Biometric retina identification using artificial approach
(Brac University, 2022-05)
In this paper, we considered recognizing 2D retina pictures with a Convolutional
Neural Network (CNN) for greater accuracy since retina-based identification is the
most secure way of establishing identity and identifying ...
Ejection fraction estimation using deep semantic segmentation neural network on 2D Echocardiography data
(Brac University, 2020-04)
Ejection fraction value denotes how much blood is pumped out of the heart to different parts of the body. It is a routine clinical procedure in heart function assessment,
where the left ventricle of the heart has to be ...
Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
(Brac University, 2022-05)
One of the most devastating cancers in the world is lung cancer. It is estimated
that nearly a third of the world’s cancer fatalities are due to lung cancer. Diagnosis
and treatment of primary and metastatic cancers ...
Urban sound classification using convolutional Neural Network and long short term memory based on multiple features
(Brac University, 2020-04)
There are many sounds all around us and our brain can easily and clearly identify
them. Furthermore, our brain processes the received sound signals continuously and
provides us with relevant environmental knowledge. ...
Smart automated fruit freshness recognition system using image processing and deep learning
(Brac University, 2022-09)
Bangladesh is one such country with a tropical monsoon climate typified by
significant seasonal rainfall, high temperatures, and high humidity. A wide range
of tropical and subtropical fruits are abundant in Bangladesh. ...