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Now showing items 261-270 of 306
Bangla grammar and spelling check using machine learning
(Brac University, 2023-01)
Bangla, or Bengali, is one of the world’s most spoken languages, with hundreds of
millions of native speakers worldwide. Thousands of books are written in the Bangla
language every year, and millions of people register ...
Fire and disaster detection with multimodal quadcopter By machine learning
(Brac University, 2023-03)
Our thesis research is consisted of developing a model that can detect early fires
and, mapping the area for fire and disaster detection using a UAV (Unmanned
Aerial Vehicle) or quadcopter if a fire break out. Furthermore, ...
Customer segmentation using K-means
(Brac University, 2022-05)
Sales Maximization is a critical aspect of operating any business. Our thesis aims
to help businesses to probe deep into their market reach as we group customers us ing the customer segmentation approach. Our dataset is ...
Parking data analysis
(Brac University, 2023-03)
Car parking is a hassle for everyone in one word, but when it is in a country where
population is an issue, parking problems can easily stress someone out. Car parking
is a key contributor to traffic congestion and has ...
Explainable artificial intelligence and model calibration for water quality prediction
(BRAC University, 2022-08)
Water is a key necessity for survival and sustenance of all living creatures. In the
past years, the quality of water has been adversely affected by pollutants and other
harmful wastes. This increased water pollution ...
Rating detection by reviews using ML and NLP towards mobile phone recommendation
(Brac University, 2023-01)
Product recommendation is a type of marketing tool that has become increasingly
important for businesses as well as in purchasing goods in the digital age. Prod uct recommendation is the process of suggesting items to ...
Enhancing underwater object detection through water artifact removal and using ensemble transfer learning
(Brac University, 2023-05)
The utilization and exploration of deep-sea resources has made underwater autonomous operation increasingly important to mitigate the dangers of the highpressure deep-sea environment. Intelligent computer vision plays a ...
Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
(Brac University, 2023-01)
The use of machine learning models has greatly enhanced the capability to rec ognize patterns and draw conclusions. However, due to their black-box nature, it
can be difficult to comprehend the factors that affect their ...
Bangla sign language recognition using leap motion sensor
(Brac University, 2019-08)
Sign language is used by hearing and speech impaired people to transmit their
messages to other people but it is difficult for a regular people to understand this
gesture based language. Instantaneous responses on sign ...
Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
(Brac University, 2022-06-05)
There are several works on mood detection by machine learning from physical and neuro- physical data of people, along with works on emotion recognition using eye-tracking. We want to show that a person’s mood can be detected ...