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Now showing items 41-50 of 78
Sentiment analysis in Bengali Text using NLP
(Brac University, 2023-01)
Natural Language Processing, a branch of AI, teaches computers to understand
speech and text in multiple languages. Machine learning or deep learning techniques
can be used to develop rule-based models of human-spoken ...
An interpretable transformer based approach to classify Malaria from blood cell images
(Brac University, 2023-01)
Malaria is a disease that can be fatal, and it is spread through the bite of the female
Anopheles mosquito. The life of the sufferer is put in jeopardy as a result of the pres ence of numerous plasmodium parasites, which ...
Deep learning based arrhythmia classification on low-cost and low-compute MCU
(Brac University, 2023-01)
According to WHO, cardiovascular disease (CVD) is the leading cause of death glob ally. Unfortunately, these diseases are difficult to diagnose without proper equip ment which is not cheap. One of the reasons for such a ...
Detecting sarcasm in Bengali comments using NLP
(Brac University, 2023-01)
Natural Language Processing (NLP) is a subset of Machine Learning which resides
at the intersection of Linguistics and Computer Science. It deals with the capability
of computers to learn and work with human languages. ...
Eve-teasing detection from video footage using computer vision and artificial intelligence
(Brac University, 2023-01)
We present computer vision approaches combined with machine learning techniques
to detect eve-teasing from any video material, which may be used in any situa tion. Eve teasing is a colloquial term for public sexual ...
Malicious data classification in packet data network through hybrid meta deep learning
(Brac University, 2023-01)
Advancements in wireless network technology have provided a powerful tool to boost
productivity and serve a strong communication which overcomes the limitations
of wired networks. However, because of using wireless ...
Detection of common thorax diseases from X-Ray images using a fusion of transfer and statistical learning method
(Brac University, 2023-05)
An essential component of medical diagnosis is the precise detection and localization
of anomalies in X-rays of the chest images. It is urgently necessary to develop
the most precise automated model to identify thorax ...
Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck
(Brac University, 2023-08)
In order to reduce manpower and bottleneck in the inspection system of industrial
garments, we explored the application of the YOLOv5 model using our very own
dataset of defective clothing pieces. The economy of Bangladesh ...
Human activity recognition and authentication system
(Brac University, 2023-05)
Automated surveillance motion detection and video data analysis are now crucial jobs for many industries. Understanding human behavior from security video data is crucial, especially in places like banks, hospitals, ...
Explainable breast cancer detection from Histopathology images using transfer learning and XAI
(Brac University, 2023-01)
Nowadays, research on many diseases such as cancer has been ongoing to determine
how to reduce and minimise the effect. There are many characteristics of cancer that
can be identified by their consistent cell proliferation ...