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A deep learning approach to traffic prediction in emergency situations: the case of COVID-19.
(2022-02-10)
Mobile communication has become an important part of the day to day lives that
it has influenced greatly every sphere of life starting from the education to even the
work place. According to cisco,the number of devices ...
A deep learning voice recommender system for farmers' questions.
(Makerere University, 2022-09)
In today’s society services centered around voices are gaining popularity. Being able to provide the users with voices they like, to obtain and sustain their attention, is of importance
for enhancing the overall experience ...
Automatic bone fracture detection in x-ray images using deep learning
(Makerere University, 2022-10-03)
Bone fractures are a leading cause of morbidity and mortality worldwide.
In Uganda, statistics for the prevalence of bone fractures are unknown, although
anecdotal evidence points to a high incidence, mostly arising ...
Deep learning for cervical cancer lesion segmentation in mobile colposcopy images
(Makerere University, 2022-10-21)
Cervical cancer develops in a woman’s cervix, which is the vaginal entrance to the uterus. The primary cause of cervical cancer is persistent infection with high-risk types of human papillomavirus (HPV), an extremely common ...
A deep learning Recommender system for Farmer's Questions in Audio
(Makerere University, 2022-09-20)
As Uganda strives to improve its Food and Nutrition Security (FNS), the role of technology in increasing the reach of agricultural knowledge should not be overlooked. Inorder to fulfill this vision, systems that can transmit ...
Development of machine learning and tailored image compression algorithms in bee hive monitoring systems
(Makerere University, 2023-07-10)
Agriculture cannot function without beekeeping, which offers many advantages including
honey production, pollination, and other bee-related products. However, it can be timeconsuming and difficult to manually check the ...
Traffic sign recognition system using deep learning.
(2020-12-07)
Traffic signs are an essential part of any transport system, and failure of detection by the
driver may significantly increase the accident risk. Traffic sign detection also plays an
important role in autonomous driving. ...
A deep learning based real time automatic ticketing system for high speed traffic
(Makerere University, 2024)
This project focuses on enhancing the enforcement of traffic rules on roads by developing an automated ticketing system using deep learning. Despite law enforcement efforts, enforcing speed limits continues to pose a ...
Design and implementation of a portable machine learning-based green coffee bean quality monitoring device
(Makerere University, 2024-06)
The quality of green coffee beans is a crucial factor for the value and competitiveness of coffee in the global market, as well as its health and environmental benefits. However, the conventional methods for quality ...