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Bangla optical character recognition from printed text using Tesseract Engine
(Brac University, 2021-01)
Optical Character Recognition or OCR is a technology that enables us to detect and extract text from images. In our project, we are designing our OCR system around the Bangla language. This is primarily because, there are ...
Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
(Brac University, 2019-08)
In the area of machine learning, speech recognition was always a hot topic but as
world's 8th most widely spoken language Bangla hasn't got the focus as much as she
deserved. This research will be on speech recognition ...
Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
(Brac University, 2022-01)
The Internet of Things (IoT) is a term that refers to billions of actual gadgets
all over the universe that are connected to the network, participating in all social
events, and sharing data. It is the most recent ...
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. ...
Analyzing area-wise air pollution level using machine learning for a better future
(Brac University, 2021-09)
Environment consists of nature and surroundings where all living beings co-exist.
Harming the environment will in turn harm all living and non-living things alike.
One of the major concerns of environment pollution is ...
Demand forecasting on supply chain using ML and NN
(Brac University, 2022-05)
Demand forecasting is mainly a process whereby analyzing historical sales data,
strategic and operational strategies are devised in order to estimate customer demand.
One of the most fundamental aspects of supply chain ...
High frequency rainfall prediction using machine learning approach to numerical weather modelling
(Brac University, 2021-06)
The weather has an impact on almost every aspect of our daily lives. Life would be
much easier if we could control the weather. Until then, we will have to settle for
trying to predict weather but weather prediction is ...
Automated image caption generator in Bangla using multimodal learning
(Brac University, 2023-01)
Experiencing an image on-screen is a privilege that we often seem not to care about.
A visually impaired person does not have that luxury. A system that can automatically
produce closed captions of an image can thus help ...
Mental health analysis of cancer-diagnosed patients with the lowest survival rate and their caregivers
(Brac University, 2023-05)
Throughout the world, millions of people and their families are impacted by the
serious illness of cancer. The total number of new cancer cases worldwide in 2020
was predicted to reach 18.1 million. Serious emotional ...
A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
(Brac University, 2021-09)
Rapid industrial growth has increased the vulnerability of systems to malfunction
and permanent damage. Fault detection systems have been installed to prevent such
occurrences. In order to eliminate potential life-threatening ...