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Implementation of a voice control and command system using a Luganda keyword spotting system.
(2020-12)
This project aims at addressing the issues indicated majorly considering this in the Luganda
language. Luganda is the second most widely spoken language in Uganda. With vocal
communication being the most preferred way ...
A machine learning approach to preventive maintenance in industrial machines.
(2021-01-21)
A study of how machine learning can be used to study patterns of machine failure and predict future possible failures. The project focuses on temperature and vibrations as the key factors of machine failure. A study by US ...
Development of a machine learning based predictive maintenance algorithm for transformers in distribution substations.
(2022-02-10)
With inadequate maintenance being the third most cause of transformer failures in substations, adoption of suitable maintenance strategies for plant equipment has become an essential decision. The existing maintenance ...
Development of a machine learning based predictive maintenance algorithm for transformers in distribution substations
(2022-02-10)
Maintenance management is an important component of a well-functioning plant and it ensures that all equipment required for production is operating at 100 percent efficiency at all times. Maintenance of substation equipment ...
A Machine Learning Approach to Sleep Mode in Dense Cellular Networks
(2020)
Current cellular networks are designed to handle peak traffic so as to offer the best qual ity of service at all times and yet network subscribers are not uniformly distributed making
traffic within the network vary ...
Machine learning-aided classification of Covid-19 in lung Ultrasound Images.
(2022-03)
With the rapid development of COVID-19 into a global pandemic, Uganda is in dire need
of screening tools to aid risk strati cation for con rmatory testing, quarantining as well as
facilitate appropriate allocation of the ...
Development of a machine learning aided system for evaluation of Handwritten Mathematical problems.
(2020-12-15)
Assessment/evaluation is an integral part of instruction, as it determines whether or not the goals of education are being met. There is an urgent need to assess student solutions and provision of remarks/results in real ...
Machine learning-aided screening of COVID-19 in Lung Ultrasound images.
(Makerere University, 2022-01-22)
In this project, the transfer learning technique was exploited on several deep learning algorithms to classify COVID-19 in Lung Ultrasound images. Training and preliminary testing of the algorithms was performed with the ...
Machine learning aided screening of lung diseases in CT images.
(Makerere University, 2023)
Chest computed tomography (CT) scan image screening for lung diseases is a laborious
and time-consuming technique that can only be handled by qualified radiologists. Due
to a shortage of experienced radiologists in Uganda, ...
Anomaly Detection in low cost environmental sensor data using Machine learning
(Makaerere university, 2023-02-06)
In 2021, a system was deployed at the makerere university weather station. This system consisted of four sensors that record temperature and humidity. These sensors are the SHT, HTC,BME and HDU. In environmental monitoring, ...