5 papers
Machine Learning for Detection and Severity Estimation of Sweetpotato Weevil Damage in Field and Lab Conditions
Doreen M. Chelangat, Sudi Murindanyi, Bruce Mugizi +6
Sweetpotato weevils (Cylas spp.) are considered among the most destructive pests impacting sweetpotato production, particularly in sub-Saharan Africa. Traditional methods for asses…
Intelligent Traffic Surveillance for Real-Time Vehicle Detection, License Plate Recognition, and Speed Estimation
Bruce Mugizi, Sudi Murindanyi, Olivia Nakacwa +1
Speeding is a major contributor to road fatalities, particularly in developing countries such as Uganda, where road safety infrastructure is limited. This study proposes a real-tim…
PaliGemma-CXR: A Multi-task Multimodal Model for TB Chest X-ray Interpretation
Denis Musinguzi, Andrew Katumba, Sudi Murindanyi
Tuberculosis (TB) is a infectious global health challenge. Chest X-rays are a standard method for TB screening, yet many countries face a critical shortage of radiologists capable…
Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification
Sudi Murindanyi, Joyce Nakatumba-Nabende, Rahman Sanya +2
The increasing popularity of Artificial Intelligence in recent years has led to a surge in interest in image classification, especially in the agricultural sector. With the help of…
Luganda Speech Intent Recognition for IoT Applications
Andrew Katumba, Sudi Murindanyi, John Trevor Kasule +1
The advent of Internet of Things (IoT) technology has generated massive interest in voice-controlled smart homes. While many voice-controlled smart home systems are designed to und…